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\begin{document}
\sloppy
\pagestyle{myheadings}
\markboth{\small Adrian Sandu -- R\'{e}sum\'{e} (\today)}
    {\small Adrian Sandu -- R\'{e}sum\'{e} (\today)}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% START THE SUMMARY
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\thispagestyle{empty}
%
%\begin{minipage}[t]{0.95\textwidth}
%%
%\begin{center}
%\begin{small}
%{\bf\normalsize Executive Summary (March 2010)} \\
%Adrian Sandu \\
%{Associate Professor}, {Department of Computer Science} \\
%{Virginia Polytechnic Institute and State University} 
%\end{small}
%\end{center}
%\end{minipage}
%
%
%\subsubsection*{Research Publications}
%
%
%\begin{tabular}{p{1.5in}p{3.35in}p{1.75in}}
%Journal papers. 
%                       &  Published or in print:  & 61 \\
%	                &   Under review:  & 2  \\[10pt]
%%
%Conference papers. 
%                             & Published, refereed in full:       & 53 \\
%	                     & Under review, refereed in full:  & 3  \\
%	                     & Presentations, posters, work refereed by abstract: & 49 \\[10pt]
%%
%Book chapters. && 6 \\[10pt]
%%
%Software packages. & In the public domain: & 7 \\[10pt]
%%
%Citations. & ISI: & 709 (47/yr; 8.5/paper)
%\end{tabular}
%
%%
%\subsubsection*{Research Funding}
%%
%\begin{tabular}{p{2in}p{4in}}
%Externally funded projects: & NSF (9), NASA (2), NIH (1), NOAA (1), Other (3) \\
%Total project value: & \$ 14,533,653 \\
%Personal share:      & \$ ~3,188,845 
%\end{tabular}
%
%\thispagestyle{empty}
%
%\subsubsection*{Advising}
%
%\begin{tabular}{p{1.75in}p{4in}p{0.75in}}
%Postdoctoral Researchers. &
%            Formerly advised: & 2 \\[10pt]
%Ph.D.  Students. & Graduated: & 4 \\
%& Expected to graduate in 2010 (passed Research Defense): & 1 \\
%& Currently advised (other than above): & 6       \\[10pt]
%M.S.  Students. & Graduated: & 10 
%\end{tabular}



%

%\begin{itemize}

%\item Postdoctoral Researchers
%\begin{itemize}
%\item Formerly advised: 2
%\item Currently advised: 0
%%
%\end{itemize}

%\item {Ph.D.  Students}
%%
%\begin{itemize}
%\item Graduated: 3
%\item Expected to graduate in 2010 (have passed the Research Defense): 2
%\item Currently advised (other than above): 6
%%
%\end{itemize}

%\item {M.S. Students}
%%
%\begin{itemize}
%\item Graduated: 10
%\item Expected to graduate in 2010: 0
%\item Currently advised: 0
%%
%\end{itemize}

%\end{itemize}


%\subsection*{Service}
%%
%\begin{tabular}{p{0.75in}p{6in}}
%University. & CS dept. admissions and P\&T committees  \\[10pt]
%Profession.   
%& Editorial positions: (1) Appl. Num. Math.; (2) Geo. Mod. Dev.; (3) Int. J. Comp. Math.\\
%& NSF Teragrid Allocation Committee\\
%& Conference organization
%\end{tabular}


%\section*{Service}
%%
%\begin{itemize}
%\item University: CS dept. admissions and P\&T committees  
%\item Profession:  
%\begin{itemize} 
%	\item Editorial positions: (1) Appl. Num. Math.; (2) Geo. Mod. Dev.; (3) Int. J. Comp. Math.
%	\item NSF Teragrid Allocation Committee
%	\item Conference organization
%\end{itemize}
%%
%\end{itemize}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% START THE REAL RESUME
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\newpage
\setcounter{page}{1}

\begin{minipage}[t]{0.95\textwidth}
%
\begin{center}
{
{\bf \huge Adrian Sandu}}
\end{center}
%
\begin{center}
\begin{small}
{Professor} \\
{Department of Computer Science} \\
{Virginia Polytechnic Institute and State University} \\
{Blacksburg, VA 24060} \\
\begin{tabular}{ll}
{\em Office:} & 224 KnowledgeWorks II \\
{\em E-Mail:} & sandu@cs.vt.edu  \\
{\em Phone:}  & (540)-231-2193   \\
{\em Fax:}    & (540)-231-9218   \\
{\em Homepage:} &  \url{http://www.cs.vt.edu/~asandu}\\
\end{tabular}
\end{small}
\end{center}
\end{minipage}


%\vfil
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\entry{Objective}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\newline
%\dist{} A successful academic career emphasizing innovative
%       research and teaching   \\
%\dist{} in the area of
%       scientific and engineering computing.
%
%%\vfil

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Education}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\begin{tabular}{llcc}
\dist{}  
Postdoc & Courant Institute, NYU & {\em Computational Biology}  & 1997-98\\
\dist{}  Ph.D. & University of Iowa &  {\em Applied Mathematical and} & \\
                     && {\em $\quad$ Computational Sciences} &  1997\\
\dist{} M.S. &  University of Iowa & {\em Computer Science} &
1997 \\
\dist{} B.S./M.S. & Polytechnic Institute Bucharest & {\em Electrical Engineering} &
 1990\\
\end{tabular}

%\vfil


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Research Interests}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\begin{tabular}{l}
\dist{}  Scientific Computing, Parallel Computing, Mathematical Software Development, \\
\dist{}  Numerical Methods for Stiff ODE, DAE, Conservation Laws,\\
\dist{}  Advection-Diffusion-Reaction Equations, Sparse Linear Algebra,\\ 
\dist{}  Sensitivity Analysis, Data Assimilation, Automatic Differentiation,\\
\dist{}  Air Quality Modeling, Computational Biology. 
\end{tabular}

%\vfil


%\newpage

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Appointments}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\begin{tabular}{p{0.55cm}llc}
& Faculty Appointee & Nat'l Inst. Standards and Technology & 2011--\\
& Professor, Computer Science &
     Virginia Polytechnic Institute & 2011--\\
& Associate Prof. Computer Science &
     Virginia Polytechnic Institute & 2003-2011\\
& Assistant Prof. Computer Science &
     Michigan Technological University & 1998-2003\\
& Postdoctoral Research Associate & Courant Institute, NYU & 1997-98 \\
& Teaching and Research Assistant & The University of Iowa & 1992-97 \\
& Lecturer & Polytechnic Institute Bucharest & 1991-92\\
& Research Engineer & Computer Sci. Res. Inst. Bucharest & 1990-91
\end{tabular}


\vfil

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\entry{Personal}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%\newline
%\begin{tabular}{l}
%\dist{}  Married to Corina Sandu; two daughters: Andreea and Monica. 
%\dist{}  Interests include skiing, rollerskating, biking.
%\end{tabular}

%\vfil
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Professional Service}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\subentry{National and International}
%
\begin{stable}
%
\sitem Associate Editor, \href{http://www.siam.org/journals/juq.php}{\tt SIAM/ASA Journal on Uncertainty Quantification}, since 2012.
The journal is dedicated to nurturing synergistic interactions between the mathematical, statistical, computational, and applications communities involved in uncertainty quantification and related areas. \\
%
\sitem Editorial Board, \href{http://www.elsevier.com/wps/find/journaldescription.cws_home/505602/description}{\tt Applied Numerical Mathematics}, since 2006. APNUM is a high
quality international journal focused on computational mathematics. \\
%
\sitem Topical Editor, \href{http://www.geoscientific-model-development.net}{\tt Geoscientific Model Development}, since 2007.  GMD is an
international scientific journal dedicated to the description, development, and
benchmarking of numerical models of the Earth system and its components. \\
%
\sitem Editorial Board, \href{http://www.tandf.co.uk/journals/titles/00207160.asp}{\tt International Journal of Computer Mathematics}, since 2010. IJCM (Section B) 
publishes original work in the fields of numerical analysis, mathematical software, and applied mathematics. \\
%
\sitem  Member, \href{https://www.xsede.org/home}{\tt NSF Large and Medium Resource Allocations Committee} (XRAC; formerly known as TRAC), since 2008. Allocation
decisions are made for the Extreme Science and Engineering Discovery Environment (XSEDE; formerly TeraGrid).
XSEDE is the world's largest, most comprehensive distributed cyberinfrastructure for open
scientific research . \\
%
\sitem Co-chair of ``Large and Heterogeneous Data'' work group and co-author of the
report for the 
``Dynamic Data-Driven Applications Systems (DDDAS) - InfoSymbiotic Systems'' workshop
Arlington, Virginia, August 30-31, 2010.
\end{stable}

\subentry{Department}
%
\begin{stable}
\sitem Computer Science Department Hiring Search Committee, 2011-- \\
\sitem Computer Science Department Graduate Program Committee, 2011-- \\
\sitem Computer Science Department Undergraduate Program Committee, 2010-- \\
\sitem Computer Science Department Promotion and Tenure Committee, 2009,2011 \\
\sitem Chair of Computer Science Graduate Admissions Committee, 2006--2009 \\   
\sitem Computer Science Department Graduate Admissions Committee, 2005 \\      
\sitem HPC Qualifier Committee Chair, Computer Science Department,
         2004--2005; 2009      
\end{stable}

\subentry{Conferences}

Positions involving the management of paper submission, review, and acceptance:
%
\begin{itemize}
\ritem Program committee member, 8th IEEE International Conference on eScience (eScience
2012), Algorithms and Applications Track, Chicago, October 8--12, 2012.
\ritem General Chair, Atmospheric and Oceanic Computational Science Workshop, International Conference on Computational Science ICCS 2012 ``Empowering Science through Computing'', Omaha, Nebraska, June 4--6, 2012.
\ritem General chair, High Performance Computing Symposium
	(HPC 2010), Orlando, Florida, April 2010 
\ritem Program chair, High Performance Computing and Simulation Symposium
	(HPCS 2009), San Diego, California, April 2009 
\ritem Organizer and chair of the Workshop on Atmospheric and Oceanic
       Computational 	Science, International Conference on Computational   
       Science (ICCS 2009), Baton Rouge, Louisiana, April 2009 (with A. St-Cyr and K. Evans)
\ritem Organizer and chair of the Computational Sciences Track, ACM SAC'09,
	 Hawaii, March 2009  (with Y. Cao)
\ritem Program vice-chair, High Performance Computing and Simulation
	Symposium (HPCS 2008), Ottawa, Ontario, Canada, April  2008 
\ritem Organizer and chair of the workshop ``Computational Methods for
	 Advancing Atmospheric and Oceanic Sciences'', International Conference
	 for Computational Science ICCS-2005,  Atlanta, GA, May 2005 
\ritem Organizer and chair of the Computational Sciences Track, ACM SAC'04,
	 Nicosia, Cyprus, March 2004  
\ritem Organizer and Chair of the Computational Sciences Track, ACM SAC'03,
	 Melbourne, Florida, March 2003  
\end{itemize}


Leadership positions not involving paper management:
%
\begin{itemize}
\ritem Co-organizer and co-chair of the {\em Data Assimilation and PDE Based Optimization} (two parts) 
     	minisymposium MS215/MS269 at the SIAM Conference on Computational Science and Engineering,
	Boston, Massachussets, Feb. 27--March 1, 2013.
\ritem Co-organizer and co-chair of the {\em Data Assimilation and Inverse Problems} (two parts) 
     	minisymposium MS70/MS78 at the SIAM Conference on Uncertainty Quantification, Rayleigh, 
	North Carolina, April 2--5, 2012.
\ritem Co-organizer and co-chair of the {\em Practical Scientific Computing
     	with High-order Methods} (three parts) 
     	minisymposium MS116 at the SIAM Conference on Computational 
	Science and Engineering, abstract p. 192, Reno, Nevada, March 1--4, 2011
\ritem Co-organizer and chair of the {\em Innovative Time Integration Methods} 
        minisymposium at the SIAM Conference on Computational
	  Science and Engineering, Miami, Florida, March 2009  
\ritem Co-organizer and chair of the {\em New Developments in Atmospheric and Ocean Data Assimilation} 
	   minisymposium at the SIAM Conference on Computational
	Science and Engineering, Miami, Florida, March 2009  
\ritem Co-organizer and chair of the {\em Parallel Computing in Atmospheric
	and Ocean Modeling} minisymposium at the SIAM Conference on Parallel
	Processing, Atlanta, Georgia, March 2008.  
\ritem Co-organizer and chair of the {\em Data Assimilation} minisymposium at
	the SIAM Computational Science and Engineering, Costa Mesa, CA, February
	18--22, 2007  
\end{itemize}

Other:
%
\begin{itemize}
\ritem Session chair, High Performance Computing and Simulation Symposium
	(HPCS 2008), Ottawa, Ontario, Canada, April  2008 
\ritem Session Chair, {\em High Performance Computing Symposium HPC-2007}
	Norfolk, VA, March 26-28, 2007  
\ritem Session Chair, CP04, SIAM PP04, San Francisco,
         February 2004  
\ritem Session Chair, CP16 and CP29, SIAM CSE03, San Diego,
         February 2003  
\ritem Member of the Scientific Committee, {\em  2$^{\rm nd}$ International 
         Conference on Air Pollution Modeling and Simulation} APMS 2001, 
        April 9-13 2001, Paris 
\end{itemize}



\subentry{Proposal reviews (and/or panel membership) for research funding agencies}
%
\begin{itemize}
\ritem National Science Foundation, U.S. 
\ritem Environmental Protection Agency, U.S. %(2003)  
\ritem Engineering and Physical Sciences Research Council, U.K. %(2004--2005)  
\ritem Natural Environment Research Council, U.K. %(2007)  
\ritem Netherlands Organisation for Scientific Research (NWO) %2012
\ritem Austrian Science Foundation, Austria %(2007)   
\ritem Midwestern Association of Graduate Schools, U.S. %(2000)  
\ritem Global Climate and Energy Project (GCEP), Stanford University, U.S. %(2005)
\end{itemize}
 
\newpage


\subentry{Reviews for international scientific journals}
%
\begin{itemize}
\ritem AIAA Journal %\\ 
\ritem Aerosol Science and Technology  %\\
\ritem Applied Numerical Mathematics  %\\
\ritem Atmospheric Environment  %\\
\ritem Computational Geosciences %\\ 
\ritem Computer Methods in Applied Mechanics and Engineering  %\\
\ritem Computing %\\ 
\ritem Environmental Modeling and Software  %\\
\ritem Future Generation Computer Systems  %\\ 
\ritem IEE Proc. Systems Biology %\\ 
\ritem International Journal of Computational Fluid Dynamics  %\\	
\ritem International Journal for Numerical Methods in Engineering %\\ 	
\ritem Journal of Aircraft %\\ 
\ritem Journal of Computational Physics %\\ 
\ritem Journal of Environmental Management   %\\
\ritem Journal of Geophysical Research %\\  
\ritem Journal of Scientific Computing %\\  
\ritem Journal of Terramechanics  %\\	       
\ritem Mathematics and Computers in Simulation  %\\
\ritem Ocean Modeling  %\\
\ritem Optimization and Engineering %\\  
\ritem SIAM Journal on Scientific Computing
\end{itemize}

 
\newpage
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Synergistic Activities}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{stable}
\sitem  Co-authored the chemical preprocessing and solution software {\em KPP}, 
	currently used in academic and research institutions and in
	industry in many countries; \\
\sitem Developed a new Ph.D. level course  {\em Inverse Problems},
       taught at VT 2007-; \\
\sitem Developed a new Ph.D. level course  {\em Numerical Air Quality Modeling},
       taught for the first time at MTU in Spring 2000; \\
\sitem Developed (in cooperation) a new senior and graduate level course {\em
      Bioinformatics and Biomolecular Modeling}, taught  for the first time at
      MTU in Spring 2000. 
\end{stable}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Honors}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{center}
\begin{tabular}{p{5in}c}
%
Scholar of the Week, Virginia Tech, April 30, 2012 & 2012 \\
%
%Visiting Faculty, Statistical and Applied Mathematical Sciences Institute & 2011 \\
%
Faculty Fellow, Advanced Study Program, National Center for Atmospheric Research & 2010 \\
%
AVTT Best Paper Award, DETC2009-86402,
ASME IDETC 2009, San Diego & 2009 \\
%
Virginia Tech College of Engineering Fellow &  2009 \\ 
%
2003 Professional Engineers Publishing Award from the Editorial 
   Board of the Journal of Multi-body Dynamics 
%   (Part K of the Proceedings
%   of  the IMechE) for the papers ``A Rosenbrock-Nystrom state space
%   implicit approach  for the dynamic  analysis of mechanical systems: I -
%   theoretical formulation'' and ``II - method and numerical examples'',
%   by A.  Sandu, D. Negrut, E.J. Haug, F.A. Potra and C. Sandu, Journal
%   of  Multi-body Dynamics, Vol. 217, K4, 2003 
% The IMechE is the United Kingdom's qualifying body for
% mechanical engineers and has been the home of Mechanical Engineers for
% over 150 years. It has mote than 75,000 members world-wide.
   &  2005 \\ 
%Tenure, Michigan Technological University & 2003 \\
NSF CAREER award & 2001 \\
%\dist{}  Who's Who in the World  & 2002-- \\
%\dist{}  Who's Who in Science and Engineering & 2002-- \\
%\dist{}  Who's Who in America (no. 55, vol. 2, pp. 4626) & 2001-- \\
AMCS Nomination for Spriesterbacher Ph.D.
        Dissertation Prize, University of Iowa & 1998 \\
AMCS Summer Merit Fellowships, University of Iowa & 1993-94 \\
Merit Fellowships (for students in top 0.5\% at Polytechnic Institute Bucharest) & 
  1988-90 \\
Special Prize, National Computer Programming Contest, Cluj, Romania &
  1988 \\
Special Prize, National Electrotechnics Contest, Bucharest, Romania &
  1987 \\
Special Prize, Polytechnic Institute Bucharest Mathematics Contest, Bucharest &
  1987 \\
Third prize, National Mechanics Contest, Iasi, Romania & 1986 \\
\end{tabular}
\end{center}
%\vfil

%\iffalse
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Programming Skills}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\par
\noindent
\begin{tabular}{l}
\dist{} C/C++, {\sc Fortran77/90/95},
        Pascal, MPI, Matlab, 
        Mathematica, 
        Prolog, HTML. \\ %, UNIX.\\
\dist{} Mathematical software (Lapack, %Linpack,
        Harwell, SuperLU, Y12, ODE solvers, etc).
\end{tabular}
%\vfil

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Languages}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\begin{tabular}{l}
\dist{} English, Romanian, Russian (reading), French (reading).
\end{tabular}
%\vfil

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Short Term Professional Visits}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \newline
\begin{tabular}{ll}
\dist{} University of Wuppertal & 11/2011 \\
\dist{} Technical University Darmstadt & 06/2004\\
\dist{} Center for Mathematics and Computer Science (CWI), Amsterdam & 09/1996\\
\dist{} DIMA, Institut Fran\c{c}ais du P\`{e}trole, Paris & 10/1996 \\
\dist{} Center for Mathematics and Computer Science (CWI), Amsterdam & 09/1995
\end{tabular}
%\fi

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Long Term Professional Visits}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% \newline
\begin{tabular}{ll}
\dist{} Visiting Faculty, Statistical and Applied Mathematical Sciences Institute & 07--12/2011 \\
\dist{} Faculty Fellow, National Center for Atmospheric Research & 01--06/2010
\end{tabular}


\newpage
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Teaching}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{itemize}
\item[] Virginia Polytechnic Institute (Assoc. \& Full Prof.):
\item[]
\begin{tabular}{p{0.01\textwidth}p{0.2\textwidth}p{0.375\textwidth}p{0.275\textwidth}}
&CS--3414 & {\em Numerical Methods} & Spr 2005, Spr 2006 (twice), Fall 2006, Spr 2008, Spr 2011 \\
&CS--4104 & {\em Data and Algorithm Analysis} & Spr 2008 \\
&CS--4234 & {\em Parallel Computation} & Fall 2005, Fall 2007, Fall 2009 \\
&CS/MATH--4414 & {\em Issues in Scientific Computing} & Spr 2007, Spr 2012 \\
&CS--5045 & {\em Computation for the Life Sciences} & Fall 2003 \\
&CS--5234 & {\em Advanced Parallel Computation} & Fall 2009, Fall 2010, Spr 2012 \\
&CS/MATH--5485 & {\em Numerical Analysis and Software} & Fall 2004, Fall 2005, Fall 2006, Fall 2010 \\
&CS--5984 & {\em Foundations of Scientific Computing} & Spr 2004, Spr 2005\\
&CS--6404 & {\em Data Assimilation} & Spr 2007 \\
&CS--6404 & {\em Inverse Modeling} & Spr 2008, Spr 2009 
\end{tabular}
%
\item[] Michigan Technological University (Asst. Prof.):
\begin{itemize}
\item[] Undergraduate courses:
 CS220--{\em Introd. Numerical Methods with Fortran}
 (developed complete set of course notes),
  CS311--{\em Introd. Theoretical Computer Science},
  CS490--{\em Bioinformatics and Biomolecular Modeling}
  (taught first time ever at MTU in Spr. 2000);
 CS4321--{\em Introd. to Algorithms};
 CS490--{\em Introd. to Parallel Computing}; 
\item[] Graduate courses:
  CS5331--{\em Parallel Algorithms};
  CS5911--{\em Numerical Linear Algebra};
  CS5911--{\em Iterative Methods};
  CSE690--{\em Topics in Computational Science},
  CSE690--{\em Atmospheric Modeling}
     (taught first time ever at MTU in Spr. 2000),
\end{itemize}
%
\item[] University of Iowa (TA): {\em Quantitative Methods}, {\em Trigonometry};
%
\item[] Polytechnic Institute Bucharest (instructor): 
{\em Numerical Methods in Electrical} \\
\dist{} {\em Engineering},
{\em Programming with {\sc Pascal}}, {\em Control Systems}.
%
\end{itemize}

\newpage
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\entry{Advising}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Postdoctoral/Associate Researchers Advised}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\dist{}
\begin{tabular}{p{1.5in}p{1.5in}p{3in}}
Dopico, Daniel & 2012-- & Position: Associate Professor, University of La Coruna, Spain \\
Liao, Wenyuan & 2003--2005 & Position: Assistant/Associate Professor of Mathematics, University of Calgary \\
Jardak, Mohamed & 2008--2009 & Position: Researcher, Laboratoire de Meteorologie Dynamique/IPSL, Ecole Normale Superieure,
Paris
%Center for Ocean and Atmosphere Science, Florida State University
\end{tabular}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Undergraduate Students Advised}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{stable}
& Summer 2012: Nicholas Bakelas; Tony D'Augustine.\\
& Summer 2011: Aleksandr Andreev; Colin Gintz.\\
& Summer 2008: NSF REU (VT-TUD collaboration).  Hannes Daepp (from Tufts). \\
& Summer 2007: NSF REU (VT-TUD collaboration). John Robinson (from SUNY Buffalo).\\
& Summer 2006: NSF REU (KPP numerical integration in C).  Eller, Paul;    Jiang, Tingting; Hobbs, Nicholas; Jacob, Don.
\end{stable}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Graduate Students Currently Advised}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\dist{}
\begin{tabular}{p{1.5in}p{2.8in}p{1.3in}}
%
1. Cioaca, Alexandru & {\em ``The Impact of Observations in Large Scale Inverse Modeling''} & Ph.D. exp. 2013 \\ 
%
2. Hong, Zhang  & {\em ``Adaptive Discretization Methods for a new Generation of Earth Science Models''} & Ph.D. exp. 2014 \\ 
%
3. Rao, Vishwas Hebbur Venkata Subba & {\em ``Advanced Time Stepping Methods''} & Ph.D. exp. 2016\\ 
%
4. Tranquilli, Paul & {\em ``Time stepping methods''} & Ph.D. exp. 2016 \\
%
5. Nino, Elias Ruiz & {\em ``Data assimilation methods''} & Ph.D. exp. 2016 \\
%
6. Chivukila , Lakshmi Ramana Sriram & {\em ``Parallel Computing''} & M.S. exp. 2014 \\
%
7. Zhu, Yitao & {\em ``Optimization of Mechanical Systems''} & Ph.D. exp. 2015 \\
%
8.  Glandon, Steven Ross & {\em ``TBD''} & Ph.D. exp. 2017 \\
%
9. Aniket Pugaonkar & {\em ``TBD''} & M.S. exp. 2014 \\
%
10. Attia, Ahmed & {\em ``TBD''} & Ph.D. exp. 2017
%
\end{tabular}

\newpage

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Graduated Ph.D. Students}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\dist{}
\begin{tabular}{p{1.5in}p{3in}p{1.1in}}
%
%
\begin{tabular}{p{1.5in}p{3in}p{1.5in}}
8.  Ahn, Tae-Hyuk  & {\em ``Computational Techniques for the Analysis of Large Scale Biological Systems''}
                          & Ph.D. Aug. 2012 \\ 
                           &\multicolumn{2}{p{4.1in}}   {(Position: Postdoctoral researcher, Oak Ridge National Laboratory)} \\ 
%
7.  Hays, Joseph  & {\em ``Parametric Optimal Design of Uncertain Dynamical Systems''} (main advisor; co-advisors C. Sandu and D. Hong) 
                          & Ph.D. Aug. 2011 \\ 
                           &\multicolumn{2}{p{4.1in}}   {(Position: Robotics Engineer at US Naval Research Laboratory, Washington, DC)} \\ 
%
6. Alexe, Mihai & {\em ``Adjoint-based space-time adaptive solution algorithms for sensitivity analysis and inverse problems''} & Ph.D. March  2011 \\ 
                           &\multicolumn{2}{p{4.1in}}   {(Position: Geophysical application engineer,                                                                                                                                          
                         Seismic processing group,  Shell Global Solutions International B.V., Rijswijk, Nederland)} \\ 
%
5. Singh, Kumaresh & {\em ``Efficient Computational Tools for Variational Data Assimilation and Information Content Estimation''} 
                                (main advisor; co-advisor W. Feng) & Ph.D. Aug. 2010 \\
                           &\multicolumn{2}{p{4.1in}}   {(Position: Analyst, Deutsche Bank, Cary, North Carolina} \\ 
%
4. Linford, John & {\em ``Accelerating Atmospheric Modeling Through Emerging Multi-core Technologies''} %(main advisor; co-advisor D. Nikolopoulos) 
		     & Ph.D. May 2010 \\ 
                           &\multicolumn{2}{p{4.1in}}   {(Position: Real-time systems programmer, Northrop Grumman Electronic Systems, Baltimore, Maryland.)} \\ 
%
3. Blanchard, Emmanuel & {\em Polynomial Chaos Approaches to Parameter Estimation and Control Design  for Mechanical Systems with Uncertain Parameters}  (main advisor; co-advisor C. Sandu)  & Ph.D. May 2010 \\
                           &\multicolumn{2}{p{4.1in}}   {(Position: Assistant
			   Professor of Mechanical Engineering, University of
			   Wollongong, New South Wales, Australia.)} \\ 
%                           
2. Cheng, Haiyan & {\em ``Uncertainty Quantification and Uncertainty Reduction Techniques for Large Scale Simulations''} & Ph.D. July 2009\\ 
                           &\multicolumn{2}{p{4.1in}}   {(Position: Assistant Professor of Computer Science, Willamette University, Salem, Oregon.)} \\ 
%
1. Constantinescu, Emil Mihai & {\em ``Adaptive Numerical Methods for Large Scale Simulations and Data Assimilation''}  & Ph.D. August 2008 \\
                           &\multicolumn{2}{p{4.1in}}   {(Position: Computer Scientist, %and 2008-2010 Wilkinson fellow, 
                           Mathematics and Computer Science division, Argonne National Laboratory, Chicago, Illinois.)} 
%                           
\end{tabular}
\end{tabular}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Graduated M.S. Students}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\dist{}
\begin{tabular}{p{1.5in}p{3in}p{1.1in}}
Gou, Tianyi & {\em ``Computational Tools for Chemical Data Assimilation with CMAQ''} & M.S. Jan. 2010\\ 
               &(Position: Computer Scientist, Qualcomm, La Jolla, California)&\\
Eller, Paul & {\em ``Development and Acceleration of Parallel Chemical Transport Models''} & M.S. Aug. 2009\\ 
               &(Position: Computer Scientist, Information Technology Laboratory, U.S. Army, Mississippi)&\\
Zhang, Lin & {\em ``Large-Scale Simulations Using First and Second Order Adjoints with Applications in Data Assimilation''} & M.S. 2007\\ 
               &(Position: Computer Scientist, Microsoft, Seattle, Washington)&\\
Srivastava, Anurag & {\em ``Stabilized Explicit Time Integration for Parallel Air Quality Models''} & M.S. 2006\\ 
               &(Position: Analyst at J.P. Morgan)&\\
Belwal, Chaitanya & {\em ``High Resolution Air Quality Simulations''}  
                              & M.S. 2003 \\
                              &(Position: Computer Scientist, EPCON, Houston, Texas)& \\
Borden, Christian & {\em ``Numerical Modeling of Aerosols''}  
                              & M.S. 2003 \\
                             &(Position: Model Developer, Signature Research, Calumet, Michigan) &\\
Sun, Guowei & {\em ``Community Air Quality Models''} & M.S. 2003 \\
Miehe, Philipp & {\em ``Parallelization of Air Quality 
                    Models on Structured Grids''} & M.S. 2001 \\
                    &(Position: Analyst at Hannover Reinsurance AG in Hannover, Germany) & \\
Gopala, Kalpana & {\em ``Analysis of the 1994 Pentium Bug''} 
   %(coursework paper) & 
   & M.S. 2000 \\
   &(Position: Computer Scientist, Guidant, Seattle, Washington)& \\
Peechu, Sampath &
   {\em ``Parallel Implementation of 3D AQMs 
   with Minimal Communication Costs''} 
   %(M.S. project) & 
   & M.S. 1999
\end{tabular}
 
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Other Graduate Students Advised}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newline
\dist{}
\begin{tabular}{p{1.5in}p{3in}p{1.1in}}
%
Liu, Zheng & {\em ``Discrete Adjoints
         for Hyperbolic Systems''} &  2004-5 \\ 
Miehe, Philipp  & {\em ``Chemical Data Assimilation''} & 2005-7 \\ 
%
Dean, Ryan    & {\em ``Implicit Time-Stepping Methods for Flow Simulations''} & 2010 \\ 
%
Lepsa, Bianca & {\em ``General Linear Methods''} & 2009-11 \\ 
%
\end{tabular}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Advisee Honors and Awards}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{itemize}
\ritem Rao, Vishwas: 2012 summer internship at Oak Ridge National Laboratory.
\ritem Zhang, Hong: invited participant in the third European-U.S. Summer
School on HPC Challenges in Computational Sciences, June 24-28, 2012,
in Dublin, Ireland  (\url{https://www.xsede.org/web/summerschool12/home}).
\ritem Zhang, Hong: 2012 Givens summer fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem Ahn, Ted: 2011 summer internship at Pfizer.
\ritem Cioaca, Alexandru: 2011 Givens summer fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem Linford, John: Outstanding Ph.D. dissertation award, Computer Science
Department, Virginia Tech, 2010.
\ritem Blanchard, Emmanuel: Mechanical Engineering outstanding Ph.D. student
(nominated by ME for CoE outstanding Ph.D. student award), 2010;
\ritem Ahn, Ted: 2010 summer fellowship at Sandia National Laboratory.
\ritem  Alexe, Mihai: 2010 Givens summer fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem  Cioaca, Alexandru: 2010 Givens summer fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem  Zhang, Hong: 2010 SIParCS summer fellowship at the
Institute for Mathematics Applied to Geosciences,
National Center for Atmospheric Research. 
\ritem  Dean, Ryan: 2010 SIParCS summer fellowship at the
Institute for Mathematics Applied to Geosciences,
National Center for Atmospheric Research. 
\ritem  Alexe, Mihai: 2009 Givens summer fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem  Constantinescu, Emil Mihai: 2008--2010 Wilkinson fellowship at Argonne National Laboratory, Mathematics and Computer Science Division. 
\ritem  Eller, Paul: 2008--2011 Science, Mathematics, and Research for Transformation (SMART) Defense Scholarship.  Sponsored 
by U.S. Department of Defense (DoD). Selected from 2,100 applications. 
\ritem  Alexe, Mihai: Invited participant to the Rocky Mountain Mathematics
Consortium Summer school on parallel numerical methods for PDEs. Laramie, WY,
July 2008.
\ritem  Linford, John: CESRI fellowship (summer 2007 travel to Juelich High Performance Computing Center), 2007. 
\ritem  Linford, John: 2007--2010 National Defense Science and
Engineering Graduate (NDSEG) fellowship.  Sponsored 
by U.S. Department of Defense (DoD). Selected from 3,400 applications. 
\ritem  Linford, John: Third place at the VT GSA poster competition, April 2007.
\ritem  Cheng, Haiyan: Best speaker award, SIAM student VT chapter, April 2007.  \ritem  Cheng, Haiyan: Invited participant to the Summer graduate workshop on data assimilation for the carbon cycle. San Diego, CA, July 2006.
Boulder, CO, July 2007.
\ritem  Constantinescu, Emil Mihai: 2005 Givens summer fellowship, Argonne National Laboratory, Mathematics and Computer Science Division.
\end{itemize}

\iffalse
\entry{Graduate Students}
\par
\noindent

Hyunju Jeong, Ph.D. Aerospace Sept 1, 2008 (Joe Wang)

Gaurav Bansal, M.S., July 30, 2008 (L. Marr)

Mohammed Rastgaar, Ph.D., July 23, 2008

Mohammed Rastgaar, 2008

Brian Templeton, 2009

Jory Z. Ruscio. Ph.D. defended April 2007.

Rhonda Phillips, 2008

Committee member, Ph.D. dissertation
Haibin Wang (Electrical Engineering),
"Distribution system state estimation".
Sept. 16, 2002.
Advisor: Dr.  Noel Schultz.

Committee member, M.S. coursework defense, Dec.12, 2002:
"Compiler Controlled Memory"
Changpeng Fang
Advisor: S. Carr.


Committee member, M.S. defense, May03, 2002:
"Real time photon mapping"
Timothy Jozwowski
Advisor: C.K.Shene.


Committee member, M.S. defense:
"High-precision atomic physics calculations using parallel processing in a
distributed environment: application to quantum computer development"
George W. Willard
Advisor: Jean Mayo.

Committee member, M.S. defense:
"An investigation of the mesh dependence of the stochastic 
discrete droplet model applied to dense liquid sprays."
Simone E. Helber.
Mathematics department. Advisor: Franz Tanner. May 2001.

Referee for the Midwestern Association of Graduate Schools.
MS Thesis " Investigation of Boundary Conditions for Computational Aeroacustics"
by Lakshmi S. Nizampatnam, 
Dept. of Aerospace Engineering, Wichita State University.
Feb 14, 2000.

MS Project Defense Committee:
 Mehta, Munish: "Global Predicate
                 Detection in Distributed Programs", August 3, 1999.
 (advisor dr. Jean Mayo).		 

MS Project Defence Committee:
  Uchil, Supriya: "Characterising MPI performance on a network of workstations",
  Aug. 11, 1999. Advisor dr. Steve Seidel.

MS Thesis Defense Committee:
 Qian, Jun: "Parallel DNA Sequence Assembly"
 Aug. 12, 1998. Advisor dr. Xiaoxu Hiang.
 
MS Project Proposal Committee:
  Arangil, Pratap: "Fault Tolerance in distributed computing",
  Aug. 23, 1999. Advisor dr.  Jean Mayo.

MS Thesis Defense Committee:
 Mangalalampalli, Jayant: "Predicate evaluation in
 probabilistically synchronized clock environments"
 Aug. 24, 1999. Advisor dr. Jean Mayo.

MS Project Defense Committee:
 Lijie, Tu: "Identification of Exon Boundaries 
   Using Compositional Properties and Biological Signals"
 Sept. 17, 1999. Advisor dr. Xiaoxu Hiang.
 \fi


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newpage
\entry{Research Funding}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
% Total funding (Oct. 11, 2012): 4,484,604

\subentry{Current:}
%
%Total current funding  (Oct. 11, 2012): 2,084,897
%Current funding in the order listed below:
%199,500
% 238,996
% 312,314
% 418,616
% 315,471
% 250,000
% 350,000
 %
\begin{enumerate}
%
\item {\sc Title:} {``\em Optimal Design of Constrained Multibody Systems''}.	
       {\sc Sponsor:} NSF CMMI--1130667.
       {\sc PI:} C. Sandu. 
       {\sc Co-PIs}: \underline{A. Sandu} (Virginia Tech).
       {\sc Total Funding:} \$398,999.
       {\sc Sandu's Portion:}  \$199,500.
       {\sc Period:} 08/2011-08/2016.
%
\item {\sc Title:} {``\em Collaborative Research: A Multiscale Unified 
             Simulation Environment for Geoscientific Applications''}.
       {\sc Sponsor:} NSF OCI-0904397.
       {\sc PI:} A. St-Cyr (NCAR). 
       {\sc Co-PIs}: \underline{A. Sandu}, D. Mavriplis (U. Wyoming).
       {\sc Total Funding:} \$1,000,000.
       {\sc Sandu's Portion:} \$238,996.
       {\sc Period:} 04/2009--03/2013 (extended to 08/2013).
%
\item {\sc Title:} {``\em CIF: General Linear Time-stepping Methods for 
			Large Scale Simulations''}.
       {\sc Sponsor:} NSF CCF-0916493.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: N/A.
       {\sc Total Funding:} \$312,314.
       {\sc Sandu's Portion:}  \$312,314.
       {\sc Period:}  08/2009-08/2012 (extended to 09/2013).
%
\item {\sc Title:} {``\em Collaborative Research: A Computational Framework 
		for Assessing the Observation Impact in Air Quality Forecasting''}.
       {\sc Sponsor:} NSF DMS--0915047.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Daescu (Portland State).
       {\sc Total Funding:} \$633,018.
       {\sc Sandu's Portion:}  \$418,616.
       {\sc Period:} 08/2009--09/2013.
%
\item {\sc Title:} {``A Framework for Quantifying Uncertainty in InfoSymbiotic Systems
                            Arising in Atmospheric Environments''}.	
       {\sc Sponsor:} AFOSR FA9550--12--1--0293--DEF.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$315,471.
       {\sc Sandu's Portion:}  \$315,471.
       {\sc Period:} 08/2012--07/2015.
%
\item {\sc Title:} {``\em Adaptive Solution of Inverse Problems Using Discrete Adjoints''}.	
       {\sc Sponsor:} NSF CCF (Algorithmic foundations) -- 1218454.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$250,000.
       {\sc Sandu's Portion:}  \$250,000.
       {\sc Period:} 08/2012-08/2014.
%
\item {\sc Title:} {``\em BRI: Co-Design of Hardware/Software for Predicting Micro-aerial Vehicle Aerodynamics''}. 	
       {\sc Sponsor:} AFOSR 12-2640-06, DoD G\&C 23035.
       {\sc PI:}. W. Feng (VT)
       {\sc Co-PIs}: \underline{A. Sandu}, E. de Sturler (VT), D. Tafti (VT), C. Roy (VT).
       {\sc Total Funding:} \$700,575.
       {\sc Sandu's Portion:}  \$350,000.
       {\sc Period:} 08/2012-08/2013.
       {\sc VT account:} 450169.
%
\end{enumerate}


\subentry{Pending:}
%
\begin{itemize}
%
%\item {\sc Title:} {`` ''}.	
%       {\sc Sponsor:} .
%       {\sc PI:} \underline{A. Sandu}. 
%       {\sc Co-PIs}: --.
%       {\sc Total Funding:} \$.
%       {\sc Sandu's Portion:}  \$.
%       {\sc Period:} .
%
\item {\sc Title:} {``AF: Small: Matrix-free Implicit Time Stepping Methods for Large Scale Simulations''}.	
       {\sc Sponsor:} NSF CCF.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$288,452 .
       {\sc Sandu's Portion:}  \$288,452 .
       {\sc Period:} 08/2013--08/2016.
%
\item {\sc Title:} {``Collaborative Research: CDS\&E-MSS: A Computational
Framework for Long Window Chemical Data Assimilation and
Observation Impact Assessment''}.	
       {\sc Sponsor:} NSF CDESE.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Daescu (Portland State), K.W. Bowman (JPL).
       {\sc Total Funding:} \$1,000,000.
       {\sc Sandu's Portion:}  \$522,547.
       {\sc Period:}  08/2013--08/2016.
%
\item {\sc Title:} {``Multirate Integration Algorithms for Evolutionary PDE Models''}.	
       {\sc Sponsor:} NSF DMS (Computational Mathematics).
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$522,547.
       {\sc Sandu's Portion:}  \$522,547.
       {\sc Period:}  08/2013--08/2016.
%
\item {\sc Title:} {``Constraining Short-lived Climate Pollutant Distributions and Emissions 
              Via Assimilation of Observations During CALNEX''}.	
       {\sc Sponsor:} NOAA-OAR-CPO-2013-2003445 .
       {\sc PI:} G.R. Carmichael (U. Iowa). 
       {\sc Co-PI}: \underline{A. Sandu}.
       {\sc Total Funding:} \$511,015.
       {\sc Sandu's Portion:}  \$234,104.
       {\sc Period:} 08/2012--08/2016.
%
\item {\sc Title:} {``IGERT-CIF21: Democratizing Parallel Computing via Integrative Education and Research''}.	
       {\sc Sponsor:} NSF.
       {\sc PI:} W. Feng. 
       {\sc Co-PIs}: \underline{A. Sandu}, E. de Sturler, B.G. Ryder, Y. Cao, L.T. Watson.
       {\sc Total Funding:} \$3,237,144.
       {\sc Sandu's Portion:}  \$.
       {\sc Period:} 01/2013--12/2017.
%
\item {\sc Title:} {``\em Ultra-scalable Time Integration Algorithms
                for Parallel Aerodynamic Simulations''}. 	
       {\sc Sponsor:} AFOSR Computational Mathematics.
       {\sc PI:}\underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$503,587.
       {\sc Sandu's Portion:}  \$503,587.
       {\sc Period:} 08/2012-08/2016
%
\item {\sc Title:} {``Resilient acceleration of scientific time-evolving applications''}.	
       {\sc Sponsor: ASCR DOE} .
       {\sc PI:} R. Archibald (ORNL). 
       {\sc Co-PIs}: \underline{A. Sandu} et al.
       {\sc Total Funding:} \$4.8m.
       {\sc Sandu's Portion:}  \$535,609.
       {\sc Period:} 01/2013--12/2015.
%
\end{itemize}
%


\subentry{Past:}
%
%Total past funding  (Oct. 11, 2012): 2,246,192 external + 153,515 internal
%All past funding, in the same order as listed below:
%129,906
%186,143
%211,000
%180,000
%138,500
%62,000
%150,000
%143,000
%325,732 (+153,515 internal)
% 100,000
% 451,711
% 127,000
% 6,300
% 30,000
% 2,250
% 900
% 1,750
 %
\begin{enumerate}
%
\item {\sc Title:}{``\em Stochastic Models of Cell Cycle Regulation in  Eukaryotes''}.
       {\sc Sponsor:} NIGMS/NIH 5 ROI GM078989.
       {\sc PI:} J.J. Tyson. 
       {\sc Co-PIs}:  L.T. Watson,  C. Shaffer, \underline{A. Sandu},
                   M. Paul, H. Dankowitz, Y. Cao.
       {\sc Total Funding:} \$1,290,419.
       {\sc Supplemental Funding, 2009:} \$213,620.
       {\sc Supplemental CS Funding, 2010:}  \$143,363 (total CS funding as of Oct 2010 is \$519,624 for Watson, Sandu, Shaffer)
       {\sc Sandu's Portion:} \$105,283 (7\%) or \$129,906 (0.25 of total CS funding).
       {\sc Period:} 09/2006--08/2010, extended to 08/2011.    
%
%
\item {\sc Title:}{``\em Solution of Inverse Problems with Adaptive Models''} 
       {\sc Sponsor:} NSF CCF--0635194.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: I.M. Navon (FSU).
       {\sc Total Funding:} \$350,000.
       {\sc Sandu's Portion:} \$186,143.
       {\sc Period:} 01/2007--12/2009, extended to 2010.
%
\item  {\sc Title:} {\em ``HokieSpeed: a Heterogeneous Supercomputer''}.
       {\sc Sponsor:} NSF.
       {\sc PI:} W. Feng
       {\sc Senior personnel:} \underline{A. Sandu} et al.
       {\sc Total Funding:} \$2,000,000.
       {\sc Sandu's Portion:} N/A.
       {\sc Period:}  2010--2012.
%
\item {\sc Title:}{``\em Development of a Sensor-web Operations Explorer''} 
       {\sc Sponsor:} NASA ROSES-2005.
       {\sc PI:} M. Lee. 
       {\sc Co-PIs}: K. Bowman, \underline{A. Sandu}, C.F. Miller.
       {\sc Total Funding:} \$500,000.
       {\sc Sandu's Portion:} \$211,000.
       {\sc Period:} 08/2006--08/2009.
%
\item {\sc Title:} {``\em Multirate Time Integration Algorithms for Adaptive
                              Simulations  of PDEs''}.
       {\sc Sponsor:} NSF CCF--0515170.
       {\sc PI:} \underline{A. Sandu}.
       {\sc Co-PI(s):} N/A.
       {\sc Total Funding:} \$180,000.
       {\sc Sandu's Portion:} \$180,000.
       {\sc Period:} 08/2005--08/2008, extended to 08/2009.
%
\item {\sc Title:}{``\em Virginia Institute for Performance Engineering and
       Research -- Part II''}.
       {\sc Sponsor:} NASA.
       {\sc PI:}  M. Ahmadian.
       {\sc Co-PI(s):} C. Sandu, P. Kachroo, \underline{A. Sandu}, C. Holton.
       {\sc Total Funding:} \$2,770,000.
       {\sc Sandu's Portion:} \$138,500 (5\%).
       {\sc Period:} 04/2007--12/2009.
%
\item {\sc Title:}{``\em H98: Air Quality Modeling of TexAQS-II Episodes with
       Data Assimilation''} 
       {\sc Sponsor:} HARC/TCEQ.
       {\sc PI:} D. Byun (U. Houston). 
       {\sc Co-PIs}: \underline{A. Sandu}, D. Cohan (Rice U.), T. Ho (Lamar U.).
       {\sc Total Funding:} \$390,000.
       {\sc Sandu's Portion:} \$62,000.
       {\sc Period:} 04/2008--08/2009
%
\item {\sc Title:}{``\em MISER: A High-Performance, Power-Aware Cluster''} 
       {\sc Sponsor:} NSF CNS--0709025.
       {\sc PI:} K. Cameron. 
       {\sc Co-PIs}: \underline{A. Sandu}, D. Nikolopoulos.
       {\sc Total Funding:} \$450,000.
       {\sc Sandu's Portion:} \$150,000.
       {\sc Period:} 07/2007--07/2008
%
\item {\sc Title:}{``\em Virginia Institute for Performance Engineering and
       	Research -- Part I''}.
       {\sc Sponsor:} NASA.
       {\sc PI:}  M. Ahmadian.
       {\sc Co-PI(s):} C. Sandu, P. Kachroo, \underline{A. Sandu}, C. Holton.
       {\sc Total Funding:} \$2,860,000.
       {\sc Sandu's Portion:} \$143,000 (5\%).
       {\sc Period:} 09/2005--03/2007.
%
\item {\sc Title:}
      {\em ``CAREER: Development of Computational Methods
      	for the New Generation of Air Quality Models''}.
       {\sc Sponsor:}
       NSF Faculty Early Career Development (CAREER) Award ACI-0413872
       (previously ACI-0093139). 
       {\sc PI:} \underline{A. Sandu}.
       {\sc Co-PI(s):} N/A.
       {\sc Total Funding:} \$325,732 from NSF (plus \$153,515 from MTU/VT
       cost share).
       {\sc Sandu's Portion:} \$325,732 from NSF (plus \$153,515 from
                            MTU/VT cost share).
       {\sc Period:}  08/2001--07/2006.
%
\item  {\sc Title:}{``\em H59: Improving Air Pollution Emissions using Data 
                             Assimilation Techniques''}.
       {\sc Sponsor:} Houston Advanced Research Center (HARC).
       {\sc PI:} \underline{A. Sandu}.
       {\sc Co-PI(s):} N/A.
       {\sc Total Funding:} \$100,000.
       {\sc Sandu's Portion:} \$100,000.
       {\sc Period:} 01/2006--12/2006.      
%
\item  {\sc Title:}{\em ``ITR AP\&IM: Development of a General
        Computational Framework for the Optimal Integration of Atmospheric
        CTMs and Measurements Using Adjoints''}.
       {\sc Sponsor:} NSF-ITR  AP\&IM 0205198.
       {\sc PI:} G.R. Carmichael.
       {\sc Co-PI(s):} \underline{A. Sandu}, J. Seinfeld, P. Hess, T.
          Anderson, D. Daescu.
       {\sc Total Funding:} \$2,300,000.
       {\sc Sandu's Portion:} \$451,711.
       {\sc Period:}  08/2002--07/2007.
            
%
\item {\sc Title:}{``\em REU Site: Automotive Technologies at the
       Technische Universitaet Darmstadt and Virginia Tech''}. 
       {\sc Sponsor:} NSF REU 0552832.
       {\sc PI:} J.H. Bohn. 
       {\sc Senior personnel}:  M. Ahmadian, C. Sandu, \underline{A. Sandu}, 
          K. Thole, K. Davis, R. Anderl, D. Tatar, J. Ferris, and S. Southward. 
       {\sc Total Funding:} \$.
       {\sc Sandu's Portion:} N/A.
       {\sc Period:} 08/2006--08/2007.
%
\item {\sc Title:}{\em ``A Chemical Data Assimilation Test Bed for the
      Interpretation and  Analysis of the 2004 NEAQS/ITCT Observations''}.
       {\sc Sponsor:} NOAA.
       {\sc PI:} G.R. Carmichael.
       {\sc Co-PI(s):} \underline{A. Sandu}. 
       {\sc Total Funding:} \$250,000.
       {\sc Sandu's Portion:} \$127,000.
       {\sc Period:}  08/2005--07/2007.
%
\item {\sc Title:}{``\em NSF-REU/CAREER: Development of Computational
      Methods for the New Generation of Air Quality Models''}.
       {\sc Sponsor:} NSF CCF--0530393.
       {\sc PI:} \underline{A. Sandu}.
       {\sc Co-PI(s):} N/A.
       {\sc Total Funding:} \$6,300.
       {\sc Sandu's Portion:} \$6,300.
       {\sc Period:} 2005--2006.
      
%
\item  {\sc Title:}{``\em Modeling Air Pollution in East Texas''}.
       {\sc Sponsor:} Houston Advanced Research Center (HARC).
       {\sc PI:} D. Byun (U. Houston).
       {\sc Co-PI(s):} \underline{A. Sandu}.
       {\sc Total Funding:} \$500,000.
       {\sc Sandu's Portion:} \$30,000.
       {\sc Period:} 01/2006--12/2006.
%
\item {\sc Title:} {\em ``International Travel Supplement (to visit Technical
                                   University Darmstadt)''}.
      {\sc Sponsor:} Virginia Tech.
      {\sc PI:} \underline{A. Sandu}.
      {\sc Co-PI(s):} N/A.
      {\sc Total Funding:} \$2,250.
      {\sc Sandu's Portion:}\$2,250.
      {\sc Period:} June 2004. 
%
\item  {\sc Title:} {\em ``NUE: Nano-integration- Exploring Nano-Science,               
		Applications, and Implications with Undergraduates at MTU''}.
       {\sc Sponsor:} NSF SES 0304439.
       {\sc PI:} J.A. Jaszczak.
       {\sc Co-PI(s):} \underline{A. Sandu} et al.
       {\sc Total Funding:} \$100,000.
       {\sc Sandu's Portion:} N/A.
       {\sc Period:}  2003--2004.
%
\item {\sc Title:} {\em Faculty Scholarship Grant}.
      {\sc Sponsor:} Michigan Technological University,  Fund R00861, Index
                  E29716.
      {\sc PI:} \underline{A. Sandu}.
      {\sc Co-PI(s):} N/A.
      {\sc Total Funding:} \$900.
      {\sc Sandu's Portion:}\$900.
      {\sc Period:} 2000.
%
\item {\sc Title:} {\em Faculty Scholarship Grant}.
      {\sc Sponsor:}Michigan Technological University,  Fund R00817, Index
                 E29687.
      {\sc PI:} \underline{A. Sandu}.
      {\sc Co-PI(s):} N/A.
      {\sc Total Funding:} \$1,750.
      {\sc Sandu's Portion:}\$1,750.
      {\sc Period:} 1999.
%
\end{enumerate}


\iffalse
\subentry{Declined Support:}
%
\begin{itemize}
%
\item {\sc Title:} {``The BioLab Chip for Targeted Protein Quantitation''}.	
       {\sc Sponsor:} NSF.
       {\sc PI:} M.I. Lazar (VT). 
       {\sc Co-PIs}: \underline{A. Sandu}, C. Zhang (VT), E. Subbiah (VT).
       {\sc Total Funding:} \$942,616.
       {\sc Sandu's Portion:}  \$160,244  (17\%).
       {\sc Period:} 06/2012--05/2015.
%
\item [WITHDRAWN] {\sc Title:} {``\em 'Multirate Multimethod Time Integration Algorithms for Multiscale Multiphysics Problems''}.	
       {\sc Sponsor:} NSF DMS (Computational mathematics) 1217205.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: --.
       {\sc Total Funding:} \$496,679.
       {\sc Sandu's Portion:}  \$496,679.
       {\sc Period:} 08/2012-08/2015.
%
\item {\sc Title:} {``\em Collaborative Research: Software Institute for Integrating Earth Composition Models and Observations''}.	
       {\sc Sponsor:} NSF OCI (Software Institutes) -- 1216714.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: G.R. Carmichael (U. Iowa).
       {\sc Total Funding:} \$200,000.
       {\sc Sandu's Portion:}  \$104,258.
       {\sc Period:} 04/2012-03/2013.
%
\item {\sc Title:} {``\em Multiscale Reliability-Based Optimization of Composite Structures using Exascale Computing Ecosystems''}.	
       {\sc Sponsor:} DOE PSAAP.
       {\sc PI:} Wu-chun Feng (VT). 
       {\sc Co-PIs}: E. de Sturler (VT), R. Kapania (VT), C. Roy (VT).
       {\sc Senior Personnel}: \underline{A. Sandu}. 
       {\sc Total Funding:} \$10,000,000.
       {\sc Sandu's Portion:}  \$1,400,000 (14\%).
       {\sc Period:} 01/2012-12/2016.
%
\item {\sc Title:} {``\em Atmospheric Sounding Observation Explorer (ASOX)''}.	
       {\sc Sponsor:} NASA ROSES-2011.
       {\sc PI:} M. Lee (JPL),. 
       {\sc Co-PIs}: \underline{A. Sandu}, K. Bowman (JPL), C. Miller (JPL), R. Weidner (JPL).
       {\sc Total Funding:} N/A.
       {\sc Sandu's Portion:}  \$245,739.
       {\sc Period:} 01/2012-12/2016.
%
\item {\sc Title:} {``\em Collaborative Research: SI2-SSI: A Community Ensemble Data Assimilation Software Facility for the Geosciences''}.	
       {\sc Sponsor:} NSF OCI--1147798.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: A. Butt (Virginia Tech).
       {\sc Funded Collaborators}: J.L. Anderson (NCAR), H. Torn, and A. Arellano. 
       {\sc Total Funding:} \$1,417,243.
       {\sc Sandu's Portion:}  \$949,553.
       {\sc Period:} 01/2012-12/2016.
%
\item {\sc Title:} {``\em Workshop on Optimization of Systems Governed by Differential Equations''}.	
       {\sc Sponsor:} NSF 7115525.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: N/A.
       {\sc Total Funding:} \$27,757.
       {\sc Sandu's Portion:}  100\%.
       {\sc Period:} 2011.
%
\item {\sc Title:} {``\em SciDAC Institute for Inference and Uncertainty 
               Quantification for Multiphysics Applications at
               Extreme Computational Scales''}.	
       {\sc Sponsor:} DOE.
       {\sc PI:} D. Estep (Colorado State). 
       {\sc Co-PIs}: \underline{A. Sandu} et al.
       {\sc Total Funding:} \$27,000,000.
       {\sc Sandu's Portion:}  \$700,000.
       {\sc Period:} 08/2011-08/2016.
%
\item {\sc Title:} {``\em Small: AF: Multirate Time Integration Algorithms 
                          for Large Scale Evolutionary PDE Models''}.	
       {\sc Sponsor:} NSF CCF/AF.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: N/A.
       {\sc Total Funding:} \$412,016.
       {\sc Sandu's Portion:}  100\%.
       {\sc Period:} 08/2010-08/2013.
%
\item {\sc Title:} {``\em MURI: Exploiting, Characterizing, 
	and Navigating the Geophysical Environment (EXCHANGE)''}.	
       {\sc Sponsor:} Office of Naval Research 
              (BAA 10-002, FY10 MURI Topic No. 9).
       {\sc PI:} S. Ross (VT). 
       {\sc Co-PIs}: \underline{A. Sandu} et al.
       {\sc Total Funding:} \$7,423,255.
       {\sc Sandu's Portion:}  11\%.
       {\sc Period:} 09/2010-09/2015.
%
\item {\sc Title:} {``\em Optimization Based Design for Multibody Dynamical Systems''}.	
       {\sc Sponsor:} NSF.
       {\sc PI:} C. Sandu (VT). 
       {\sc Co-PIs}: \underline{A. Sandu}, D. Hong (VT).
       {\sc Total Funding:} \$1,500,000.
       {\sc Sandu's Portion:}  \$500,000.
       {\sc Period:} 01/2010-09/2013.
%
\item {\sc Title:} {``\em FRG: Collaborative Research: Reduced-Order Modeling 
		for Data Assimilation of Ocean Flows''}.
       {\sc Sponsor:} NSF FRG.
       {\sc PI:} J. Borggaard (VT). 
       {\sc Co-PIs}:  \underline{A. Sandu}, T. Iliescu (VT), 
           J.P. Roop (N.C. State), D. Daescu (Portland State), 
           I.M. Navon (Florida State).
       {\sc Total Funding:} \$1,500,00.
       {\sc Sandu's Portion:} \$300,000.
       {\sc Period:} 01/2010--12/2013.
%
\item {\sc Title:} {``\em CDI Type II: Generalized Framework for Uncertainty Treatment
           in Simulation-Based Design and Optimization of Engineering Systems''}.
       {\sc Sponsor:} NSF CDI.
       {\sc PI:} C. Roy (VT). 
       {\sc Co-PIs}:  \underline{A. Sandu}, L. Achenie (VT), 
           R. Pitchimani (VT), S. Kikuchi (VT).
       {\sc Total Funding:} \$1,999,658.
       {\sc Sandu's Portion:} \$350,000.
       {\sc Period:} 08/2010--07/2014.
%
\item {\sc Title:} {``\em IDR: Comprehensive Framework for Uncertainty
             Quantification in Modeling and Simulation''}.
       {\sc Sponsor:} NSF IDR.
       {\sc PI:} C. Roy (VT). 
       {\sc Co-PIs}:  \underline{A. Sandu}, L. Achenie (VT), 
           R. Pitchimani (VT), S. Kikuchi (VT).
       {\sc Total Funding:} \$828,906.
       {\sc Sandu's Portion:} \$180,000.
       {\sc Period:} 08/2010--07/2013.
%
\item {\sc Title:} {``\em High-Order Adaptive Techniques for
	Non-Hydrostatic Regional Climate Simulation''}.	
       {\sc Sponsor:} DOE DE-PS02-09ER09-15 (Simulating climate at regional 
       			scale).
       {\sc PI:} D. Mavriplis (U. Wyoming). 
       {\sc Co-PIs}: \underline{A. Sandu}.
       {\sc Total Funding:} \$595,000.
       {\sc Sandu's Portion:}  \$286,794.
       {\sc Period:} 09/2009-08/2011.
%
\item {\sc Title:} {``\em Collaboration in Mathematical Geosciences: 
	Adjoint-based Methods for Data Assimilation in Multiscale, 
	Multiphysics Models with Application to Atmospheric Science''}.
       {\sc Sponsor:} NSF CMG.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Estep (Colorado State), T. Vukicevic (U. Colorado), 
       			F. Potra (UMBC).
       {\sc Total Funding:} \$1,812,689.
       {\sc Sandu's Portion:}  \$584,412.
       {\sc Period:} 01/2010-12/2013.
%
\item {\sc Title:} {``\em CDI Type II: A Multiscale Unified Simulation  
	Environment with Application to the Atmosphere and Ocean''}.
       {\sc Sponsor:} NSF CDI.
       {\sc PI:} A. St-Cyr (NCAR). 
       {\sc Co-PIs}:  \underline{A. Sandu}, D. Mavriplis (U. Wyoming).
       {\sc Total Funding:} \$3,771,167.
       {\sc Sandu's Portion:} \$633,000.
       {\sc Period:} 01/2010--12/2013.
%
\item {\sc Title:} {``\em Parallel Tools and Algorithms for Global
			Simulations  of Atmospheric Composition
			on Accelerator Architectures''}.
       {\sc Sponsor:} NASA ROSES 2008, AISR program.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: W. Feng (VT), D. Nikolopoulos (VT).
       {\sc Total Funding:} \$628,993.
       {\sc Sandu's Portion:} \$210,000.
       {\sc Period:} 08/2009--08/2012.
%
\item {\sc Title:} {``\em CDI Type II: Assessing the Value of Observations
      in Constraining Trace Gas and Aerosols Distributions''}.
       {\sc Sponsor:} NSF CDI.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Daescu (Portland State), G.R. Carmichael(U. Iowa).
       {\sc Total Funding:} N/A (preproposal).
       {\sc Sandu's Portion:} N/A.
       {\sc Period:} 08/2009--08/2013.
%
\item {\sc Title:} {``\em Assessing the Value of Observations in Constraining  Trace Gas and Aerosol Distributions''}.
       {\sc Sponsor:} NASA( ROSES-2008).
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Daescu (Portland State), G.R. Carmichael (U. Iowa).
       {\sc Total Funding:} \$944,726.
       {\sc Sandu's Portion:} \$360,000.
       {\sc Period:} 01/2009--12/2012.
%
\item {\sc Title:} {``\em Sensitivity of Future Ozone to Spatial Changes in 	
		Emissions: Compact Growth vs. Sprawl''}.
       {\sc Sponsor:} EPA STAR program (EPA-G2008-STAR-J1 2).
       {\sc PI:} L. Marr (Virginia Tech). 
       {\sc Co-PIs}: \underline{A. Sandu}, L.A. Schweitzer (U. South 
       			California).
       {\sc Total Funding:} \$600,00.
       {\sc Sandu's Portion:} \$150,000.
       {\sc Period:} 10/2009--09/2012.
%
\item {\sc Title:} {``\em Adjoint-based methods for data assimilation in
        multiscale, multiphysics models with application to atmospheric         
	science''}.
       {\sc Sponsor:} DOE (Multiscale mathematics).
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: D. Estep (Colorado State U.), P. Cameron-Smith (LLNL).
       {\sc Total Funding:} \$1,800,000.
       {\sc Sandu's Portion:} \$598,615.
       {\sc Period:} 01/2009--12/2011.
%
\item {\sc Title:} {``\em Multiscale optimization methods for large scale 
	inverse problems''}.
       {\sc Sponsor:} DOE (Multiscale mathematics).
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: F.A. Potra, A. Draganescu (U.M.B.C.), J. Hill (ORNL).
       {\sc Total Funding:} \$1,500,000.
       {\sc Sandu's Portion:} \$418,850.
       {\sc Period:} 01/2009--12/2011.
%
\item {\sc Title:} {``\em CDI Type II: An all scales unified environment: With
            applications to the atmosphere and ocean''}.
       {\sc Sponsor:} NSF (CDI).
       {\sc PI:} A. St-Cyr (NCAR). 
       {\sc Co-PIs}: \underline{A. Sandu}, D. Mavriplis (U. Wyoming), J. Tribbia, P. Smolarkiewicz (NCAR).
       {\sc Total Funding:} \$2,287,102.
       {\sc Sandu's Portion:} \$633,330.
       {\sc Period:} 10/2008--09/2012.
%
\item {\sc Title:} {``\em CDI Type II: Ensemble filtering for modeling,
        prediction, and understanding of large complex systems''}.
       {\sc Sponsor:} NSF (CDI).
       {\sc PI:} J.L. Anderson (NCAR). 
       {\sc Co-PIs}: \underline{A. Sandu}, G.R. Carmichael (U. Iowa), M. Richardson (Caltech), R. Torn (U. Washington), C. Wikle (U. Missouri).
       {\sc Total Funding:} \$1,600,000.
       {\sc Sandu's Portion:} \$371,632.
       {\sc Period:} 01/2009--12/2012.
%
\item {\sc Title:} {``\em General Linear Time-stepping methods for large scale simulations''}.
       {\sc Sponsor:} NSF.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: N/A.
       {\sc Total Funding:} \$277,465.
       {\sc Sandu's Portion:} \$277,465.
       {\sc Period:} 08/2008--08/2011.
%
\item {\sc Title:} {``\em CMG Collaborative Research:
           Suboptimal Filters for Chemical Data Assimilation''}.
       {\sc Sponsor:} NSF CMG 0724662.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}: G.R. Carmichael.
       {\sc Total Funding:} \$400,000.
       {\sc Sandu's Portion:} \$241,686.
       {\sc Period:} 08/2007--08/2010.
%
\item {\sc Title:} {``\em Terascale Multiphysics Platform for Understanding 
        Reactive Transport Processes''}.
       {\sc Sponsor:} DOE SCIDAC SC-23.4, No. 00082004.
       {\sc PI:} R. Falta (Clemson University). 
       {\sc Co-PIs}:  K.W. Cameron, \underline{A. Sandu} (VT), 
           G. Flach (Savannah River National Lab), L. Germanovich, W. Xu (Georgia
           Tech).
       {\sc Total Funding:} \$1,999,998 (\$712,977 for VT).
       {\sc Sandu's Portion:} \$356,488.
       {\sc Period:} 08/2006--08/2009.
%
\item {\sc Title:}{``\em 4D-Var Coupling of the STEM and GEOS-Chem models
       with the Tropospheric Emission Spectrometer: Assessment of regional and
       distance sources on air quality over CONUS''} 
       {\sc Sponsor:} NASA ROSES-2006.
       {\sc PI:} G.R. Carmichael. 
       {\sc Co-PIs}: K. Bowman, \underline{A. Sandu}.
       {\sc Total Funding:} \$450,000.
       {\sc Sandu's Portion:} \$150,000.
       {\sc Period:} 08/2007--08/2010.
%
\item {\sc Title:} {``\em Development of a Global Biogeochemistry Capability for
            Enhanced Climate Simulation and Earth System Modeling }.
       {\sc Sponsor:} DOE Laboratory Directors Research and Development
            Fund, Terascale Computing Initiative.
       {\sc PI:} W. Post.
       {\sc Co-PI(s):} J. Drake, D. Erickson, \underline{A. Sandu}, F.
              Hoffman, A. Mirin, P. Thornton, J. Foley, A. King.
       {\sc Total Funding:} \$400,000.
       {\sc Sandu's Portion:} \$30,000.
       {\sc Period:}  01/2006--01/2008.   
%
\item {\sc Title:} {``\em Multiscale Data Assimilation Techniques for Air
       Quality Forecasting and Assessment of State Implementation Plans
       ''}.
       {\sc Sponsor:} NASA ROSES 2007.
       {\sc PI:} D. Byun. 
       {\sc Co-PIs}: \underline{A. Sandu} and F. Vukovici.
       {\sc Total Funding:} \$500,000.
       {\sc Sandu's Portion:} \$180,686.
       {\sc Period:} 01/2008--12/2010.
%
\item {\sc Title:}{``\em CMG Collaborative Research: Ensemble-based
       Chemical Data Assimilation''} 
       {\sc Sponsor:} NSF CMG 0620930.
       {\sc PI:} \underline{A. Sandu}. 
       {\sc Co-PIs}:  G.R. Carmichael.
       {\sc Total Funding:} \$480,000.
       {\sc Sandu's Portion:} \$246,422.
       {\sc Period:} 08/2006--08/2009.
%
\item {\sc Title:}{``\em CMG Collaborative Research: Use of Novel
       Numerical Techniques to Assess Uncertainties in 3-D PM Modeling:
       Sensitivity Analysis, Probabilistic Evaluation, and Data
       Assimilation''}. 
       {\sc PI:} Y. Zhang (NCSU). 
       {\sc Co-PIs}: \underline{A. Sandu}.
       {\sc Total Funding:} \$495,000.
       {\sc Sandu's Portion:} \$232,421.
       {\sc Period:} 08/2006--08/2009.
%
\item {\sc Title:}{``\em Advanced Biocomputation: Coupled Neuromuscular
       and Soft Tissue Spine Dynamics''}. 
       {\sc Sponsor:} NIH 06-1674-02.
       {\sc PI:} K. Granata. 
       {\sc Co-PIs}:  L.T. Watson, \underline{A. Sandu}, R. deVita.
       {\sc Total Funding:} \$1,808,974.
       {\sc Sandu's Portion:} 452,243.
       {\sc Period:} 01/2007--12/2010.
%
\item {``\em Computational Tools for Data Assimilation Across Multiple
Scales in Atmospheric Chemical Transport Modeling: from Particles to
Continents''}, (with D.N. Daescu, R. Serban, G.R. Carmichael, F. Potra), 
DOE Multiscale Mathematics Research and Education, \$1,700,000,
(responsible for \$480,000), 09/2005--08/2008.
%
\item {``\em Efficient Computational Techniques for Modeling Nonlinear
Multi-body Dynamics Systems with Uncertainties''} (with C. Sandu, M.
Ahmadian - VPISU). NSF CMS--0510748, 2005--2008, \$447,263. (responsible for
\$160,000).
%
\item {``\em DDDAS-TMRP: Dynamic design of air quality field experiments
and measurement networks using targeted observations''} (with D.N. Daescu
and G.R. Carmichael).  NSF CNS--0540277, \$1,600,000 (responsible for
\$659,740), 10/2005--09/2010.
%
\item {``\em AMC-SS: Stochastic Modeling Tools for Analyzing Reactive
Pollutants under Uncertainty in Emission Inventories''}, (with G. R.
Carmichael - U. Iowa). \$400,000  (responsible for \$200,000).
08/2005--08/2008, NSF-0512229.
% 
\item {``\em Collaborative Research: Multiscale Simulations of Protein
Adsorption for On-Chip Proteomic Bioanalytical Applications''} (with D.
Tafti, M. Lazar, N. Aluru). NSF-6425313, \$806,146, 05/01/2005--05/01/2008.
%
\item {``\em Stochastic Modeling Tools for Nonlinear Dynamic Systems with
Uncertainties: Theoretical Development and Military Applications''}. (with
C. Sandu, M. Ahmadian) Proposal to TACOM, 2004-2007, \$405,000. 
%
\item {``\em Control of Nonlinear Dynamic Systems via Response
Parameterization''}. (with C. Sandu, M. Ahmadian) Preproposal to TACOM,
2004-2007, \$345,000. 
%
\item {``\em Modeling the Binding of Cellular Growth Factors under Blood
Flow''}, (with K. Forsten-Williams and L. Watson). \$800,000, 2005--2008,
NIH.
%
\item {``\em Center for Multidisciplinary Analysis and Design of Unmanned Vehicles
\$17,750,000''}. 06/01/2006-06/01/2010, NSF-6425313.
%
\item {``\em Data Driven Simulation of Turbulent Flow''} (with D. Tafti).
\$362,517, 03/01/05-03/01/08, NSF--6413364.
%
\item {`` \em CMG Collaborative Research: Use of Novel Numerical Techniques 
to Assess Uncertainties in 3-D Particulate 
Matter Air Quality Modeling: Sensitivity Analysis, 
Probabilistic Estimation, and Data Assimilation}
(with Y. Zhang - NCSU, C. Seigneur - AER). NSF CMG 6330134, 2004-2007, \$700,000
(co-PI Sandu's part \$192,922).
%
\item {``\em CMG Collaborative Research: Stochastic Modeling Tools for Analyzing
Reactive Pollutants under Uncertainty in Emission Inventories''}
(with G. R. Carmichael - U. Iowa). NSF CMG 0417814, 2004-2007, \$400,000
(PI Sandu's part \$192,858).
%
\item {``\em Nonlinear Multi-body Dynamics Modeling of Military Vehicles
for Optimized Traction over Rough Deformable Terrain''}
(with C. Sandu, M. Ahmadian - VPISU). ARO DAAD-1903-R0017, 2004-2007,
\$234,694 (co-PI Sandu's part \$70,000).
%
\item {``\em Acquisition of a 64-bit Computational Platform''}
Virginia Tech ASPIRES. 2004, \$18,000.
%
\item {`` \em Development and Application of Inverse Aerosol Modeling 
    for Improved Source Apportionment of Particulate Matter''} 
    (with L. Marr), EPA Source Apportionment of Particulate Matter 
    (2004-STAR-F1), 01/01/2005- 12/31/2007, \$385,952 
    (co-PI Sandu's part \$192,825).
%
\item {\em ``CMG Collaborative Research: Computational
tools for analyzing atmospheric reactive flows under uncertainty
in strength and location of emissions''}
(with G. R. Carmichael, D. Daescu, F. A. Potra). 
NSF, 2003-2006, \$800,000. 
%
\item[] {\em ``Development of a Problem Solving Environment
      for Air Pollution Studies''} ,
      proposal to DOE Early Career Investigator Program, 2002-2005, \$199,972.
%
\item[] {\em ``ITR Collaborative Research: High Performance Calculations
        for Solving Atom Multi-Body Perturbation Theory Problems''} 
	 (with W. Perger, M. Idrees and J. Flurchik),
        proposal No. 0219133 to NSF-ITR-2002, 2002-2005, \$371,923.

\item[] {\em `` CMG Research: Improved Computational Tools for the Integration
     of  Atmospheric Chemical Transport Models  and Measurements Across Multiple
     Scales''},   proposal No. 0222192 to NSF-CMG, 2002-2005,
     \$719,858.	 

\item[] {\em ``Development of an Adaptive Grid System
    for Geophysical Modeling Applications''},
    MTU REF-RS 2002 Grant Proposal, 2002-2003, \$29,120.
%
\item[] (Declined){\em ``Automatic Reconstruction of Gene Regulatory Networks
       from Microarray Gene Expression Data''}, preproposal to
       Michigan Life Sciences Corridor MLSC-2001, \$45,253.
%
\item[] (Declined){\em ``ITR/AP+IM: Improvements in the Representation of Air Quality  and Atmospheric Chemistry
              through Close Integration of 
	      Measurements and Models''}, 
	(with G. Carmichael, P. Hess and P. Merkey),
        Preproposal, NSF Information Technology Research
	2001 competition, \$600,000;
%
\item[] (Declined){\em ``Scalability and Parallelization of 3D 
          Polymeric Flow Modeling
          During Microchip Encapsulation''} (with D. Misra and M. Gupta),
          NSF 1075683-0084626,  2000, \$149,984.
\item[] (Declined) {\em ``Research Excellence Center in Bioinformatics and
        Biomolecular Modeling''}, (with R. Pandey, R. Brown,
        U. Hansmann, C.P. Joshi, P. Murthy, G. Podila),
        Michigan Life Sciences Corridor Fund, 2000, amount \$2,226,578;
%
\item[] (Declined) {\em ``Development of Numerical Algorithms 
       for Aerosol Dynamic-Chemistry Models''} (with G.R. Carmichael and S.Y. Cho), 
       NSF 1056851-0080755,  2000, amount  \$236,809;
%
\item[] (Declined) {\em ``Software Design Techniques for the 
       Implementation of Air Quality Models''} (with G.R. Carmichael and  P. Merkey), 
       NSF 1066733-0081296,  2000,  amount \$355,282;
%
\end{itemize}
\fi

\iffalse

\entry{Graduate Courses Attended}
\par
\noindent
\begin{tabular}{l}
\dist{} 
Real analysis, Complex analysis, Harmonic analysis (a),\\
\dist{} Ordinary differential equations, Partial
differential equations, General topology,\\
\dist{} 
Numerical analysis, Abstract numerical analysis, 
Topics in numerical analysis, \\
\dist{} Finite element method for {\sc pde}, 
Finite difference method for {\sc pde}, \\
\dist{} Discrete mathematical models, Linear optimization, Nonlinear
optimization,\\ 
\dist{} Parallel and vector algorithms for  scientific computing, 
Parallel programming, \\
\dist{} Operating systems, 
Advanced computer organization and architecture, \\
\dist{} Theory of Computation, Programming Language Foundations,\\
\dist{} Video and Image Compression, Computer communications,\\
\dist{} Probability (a), Statistical mechanics (a), \\
\dist{} Atmospheric chemistry and physics,
Contemporary topics in atmospheric \\
\dist{} chemistry and transport.
\end{tabular}

\fi

\iffalse
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newpage  
\entry{Related Activities}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

Participated in the ORNL Fall Creek Falls Workshop on 
High-End Computing in Science and Engineering,
Pikeville, TN, Oct. 2003, 2004, 2005, 2010.

Participated in the ORNL Core University Liaison Meeting,
Special session on future directions in climate research,
Oak Ridge, September 2007.
\fi

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\newpage  
\entry{Publications}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Theses and Dissertations}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{enumerate}
%\setcounter{enumi}{\thepubs}

\item
%
%\begin{tabular}{l}
Ph.D. Dissertation in {\em Applied Mathematical and Computational Sciences} \\
Title: {\em ``Numerical Aspects of Air Quality Modeling''}  \\
Advisors: dr. Florian A. Potra, dr. Gregory R. Carmichael  \\
The University of Iowa, 1997
%\end{tabular}

\item
%
%\begin{tabular}{l}
 M.S. Thesis in {\em Computer Science}  \\
Title: {\em ``Sensitivity Analysis of ODE via Automatic Differentiation''}  \\
Advisors: dr. Arthur Fleck, dr. Florian A. Potra  \\
The University of Iowa, 1997
%\end{tabular}


\item 
%
%\begin{tabular}{l}
Electrical and Computer Engineering Diploma Thesis  \\
Title: {\em ``Optimal Regulator Design Using $H_\infty$ Techniques''}  \\
Advisor: dr. Vlad Ionescu \\
Polytechnic Institute Bucharest,  Romania, 1990
%\end{tabular}  
\end{enumerate}
\setcounter{pubs}{\theenumi}
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Software}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\begin{enumerate}
%\setcounter{enumi}{\thepubs}

\item {\em KPP - The Kinetic PreProcessor} (with V. Damian-Iordache, G.R.
      Carmichael, F.A. Potra and M. Damian-Iordache). A compiler 
      processing chemical equations and deriving Fortran77, Fortran90, C,
      and Matlab simulation code for chemical systems.  
	\begin{itemize}
	\item  {\em Information and Code:~} 
        \url{http://www.cs.vt.edu/~asandu/Software/Kpp}  
	\item  Currently used in academic and research institutions and
      in industry in United States, Germany, The Netherlands, France, Italy,
      Spain, etc.

\iffalse
{\em Users:} Smith-Kline Beacham Inc,  CGRER (Univ. of Iowa), CWI (Amsterdam),
TNO (Amsterdam), DIMA - Institut Francais du Petrole (Paris), Politecnica di
Milano, NERI (Roskilde, Denmark), Institut for Tropospheric Research (Leipzig,
Germany), Technical University of Madrid (Spain), BISA (Brussels), Solaise group
(IFP - Lyon), Universitaet zu Koeln, Inst. fuer Geophysik und Meteorologie (for
project EURAD), VITO - Flemish Institute for Technological Research, CETAP -
Center for Remote Sensing and Atmospheric Processes  (Boeretang, Belgium),
Max-Planck Institute fur Chemie (Mainz, Germany).
\fi
     
\end{itemize}
 
%\item  {\em Fast chemical solvers} plus a comprehensive set of 
%     {\em test problems} from atmospheric chemistry. 
%
%\begin{itemize} 
%\item  {\em Information:~} %available on-line  
%       {\small http://www.cs.vt.edu/~asandu/Software/README.benchmark}
%\item  {\em Code:~}{\small http://www.cs.vt.edu/~asandu/Software/Ode\_benchmark.tar.gz} %available on-line
%       
%\end{itemize}

\item {\em LN algorithm} (stochastic multi-step molecular dynamics)
     implemented in the popular CHARMM (Chemistry at
     Harvard Molecular Mechanics) package.
     LN is now an integral part of CHARMM 
     versions 27 and above. 
	\begin{itemize} 
	\item  {\em CHARMM home:~}   
       \url{http://www.lobos.nih.gov/Charmm}
	\item  {\em Documentation (mts.doc):~} 
	\url{http://www.lobos.nih.gov/Charmm/c27n2/mts.html}    
	\end{itemize}


\item {\em PAQMSG: A Parallelization Library for Air Quality 
       Models on Structured Grids} (with P. Miehe).  
       An MPI-based communication library for the distribution, 
       gathering, and repartitioning of data for several domain-decomposition
       strategies.
	\begin{itemize}
	\item  {\em Information and Code:~} 
       \url{http://www.cs.vt.edu/~asandu/Software/Parallel}  
	\end{itemize}

\item {\em AeroSolve: a Software Package for the Simulation of Aerosol
       Dynamics}.
	\begin{itemize}
	\item  {\em Information and Code:~} 
       \url{http://www.cs.vt.edu/~asandu/Software/AeroSolve}  
	\end{itemize}

\item {\em DENSERKS: A suite of Fortran sensitivity solvers using continuous, 	explicit Runge-Kutta schemes} (with M. Alexe).
	\begin{itemize}
	\item  {\em Information and Code:~} 
        \url{http://www.cs.vt.edu/~asandu/Software/DENSERKS}  
	\end{itemize}
	
\item {\em CMAQ-v4.5 ADJOINT. CMAQ v4.5 (the Environmental Protection Agency's official air quality model) endowed with adjoint and data assimilation capabilities} (with K. Singh, A. Hakami, J. Seinfeld, P. Percell, D. Byun).
	\begin{itemize}
	\item  {\em Information and Code:~} 
        \url{http://www.cs.vt.edu/~asandu/Software/CMAQ_ADJ}  
	\end{itemize}

	
\item {\em GEOS-CHEM ADJOINT. GEOS-CHEM endowed with adjoint and data assimilation capabilities} (with K. Singh, D. Henze, et al.).
	\begin{itemize}
	\item  {\em Information and Code:~} 
        \url{http://www.cs.vt.edu/~asandu/Software/GC_ADJ}  
	\end{itemize}

	
\item {\em FATODE. A library for Forward, Adjoint, and Tangent linear
integration of stiff ODEs} (with H. Zhang).
	\begin{itemize}
	\item  {\em Information and Code:~} 
        \url{http://www.cs.vt.edu/~asandu/Software/FATODE}  
	
\end{itemize}
\end{enumerate}
\setcounter{pubs}{\theenumi}



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\subentry{Books in Preparation}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\begin{enumerate}
%%\setcounter{enumi}{\thepubs}
%\item \underline{A. Sandu}, G.R. Carmichael and F.A. Potra: {\em ``Numerical insights
%  in atmospheric modeling''}, %to be published by {\tt Gordon \& Breach},
%  in preparation.
%\end{enumerate}
%\setcounter{pubs}{\theenumi}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Course Notes}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{enumerate}
\setcounter{enumi}{\thepubs}
\item  \underline{A. Sandu}: 
{\em ``Introduction to Fortran 95 and Numerical Computing''}, \newline
\url{http://www.cs.vt.edu/~asandu/Deposit/Fortran95_notes.pdf}.
\item  \underline{A. Sandu}: 
{\em ``Introduction to Computer Arithmetic''}, \newline
\url{http://www.cs.vt.edu/~asandu/Deposit/comp_arithm.pdf}.
\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Refereed Book Chapters}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{enumerate}
%\setcounter{enumi}{\thepubs}
%
\item A. Cioaca*, \underline{A. Sandu}, E. de Sturler, and E. Constantinescu*: ``Efficient computation of observation impact in 4D-Var data assimilation'', in 
{\em Uncertainty Quantification in Scientific Computing}.  A.M. Dienstfrey and R.E. Boisvert, 
     editors. IFIP Advances in Information and Communication Technology.
     Springer Heidelberg Dordrecht London New York, pp. 250--263, 2012. 319 p., ISBN: 978-3-642-32676-9.
     (\href{http://www.springer.com/computer/theoretical+computer+science/book/978-3-642-32676-9}{\tt online version})
%
\item \underline{A. Sandu}: ``Solution of inverse ODE problems using 
     discrete adjoints'', in {\em Large Scale Inverse Problems and Quantification 
     of Uncertainty}.  L. Biegler, G. Biros, O. Ghattas, M. Heinkenschloss, 
     D. Keyes, B. Mallick, L. Tenorio, B. van Bloemen Waanders, and K. Willcox, 
     editors. John Wiley \& Sons, pp. 345--364, 2010. 372 p., ISBN: 978-0-470-69743-6.
     (\href{http://www.amazon.com/Large-Scale-Quantification-Uncertainty-Computational-Statistics/dp/0470697431}{\tt online version})
       
\item \underline{A. Sandu}, T.F. Chai, and G.R. Carmichael:  ``Integration of
     Models and Observations: A Modern Paradigm for Air Quality'', in  
     {\em Modelling of Pollutants in Complex Environments}, Vol. 2, 
     Advanced Topics in Environmental Science series. G. Hanrahan
     editor. ILM Publications, pp. 419--434, 2010. 
     468 p., ISBN: 978-1-906799-01-4.   
	
\item \underline{A. Sandu} :  ``Reverse Automatic Differentiation of Linear
     Multistep Methods'', in {\em Advances in Automatic Differentiation},     
     Lecture Notes in Computational Science and Engineering series, Vol. 
     64. C.H. Bischof, H.M. Bucker, P. Hovland, U. Naumann, and J. Utke, 
     editors. Springer,  pp. 1--12,  2008.
     % XVIII, 
     370 p. 111 illus. ISBN: 978-3-540-68935-5.

\item \underline{A. Sandu}: ``Time-Stepping Methods that Favor Positivity
    for Atmospheric Chemistry Modeling'', in {\em IMA Volume 130: Atmospheric
    Modeling}. D.P. Chock and G.R. Carmichael editors, Springer-Verlag, 
    pp. 21--38, 2002.

\item G.R. Carmichael, \underline{A. Sandu}, C.H. Song, S. He, M. Phadnis,
    D. Daescu, V. Damian-Iordache, and F.A. Potra:       
    ``Computational Challenges of Modeling Interactions between Aerosol
    and Gas Phase Processes'', in {\em NATO Advanced Study Institute on 
    Computational Challenges in Air Pollution Modeling}. Z. Zlatev
    editor, pp. 99-136, 1999.

\item  G.R. Carmichael, \underline{A. Sandu}, F.A. Potra, V.
    Damian-Iordache, and M. Damian-Iordache: ``The Current State and the
    Future  Directions in Air Quality Modeling'',  in {\em Modeling and
    Simulation of Complex Environmental Problems},  A. Sydow, G.R.
    Carmichael, and G. Korn, editors, Springer-Verlag, pp. 75--105, 1996.         

\item  G.R. Carmichael, \underline{A. Sandu}, F.A. Potra, and V.
    Damian-Iordache: ``An Overview of Sensitivity Analysis for
    Atmospheric  Chemistry Models via Automatic Differentiation'', in {\em
    Air Pollution IV - Monitoring, Simulation and Control}.  B. Caussade,
    H. Power, and C.A. Brebbia, editors, Computational Mechanics
    Publications, Southampton, Boston, pp. 71--80, 1996.  
%
\end{enumerate}
\setcounter{pubs}{\theenumi}

\newpage
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Journal Impact Factor (ISI Web of Knowledge,
Journal Citation Reports)}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{tabular}{p{0.7\textwidth}p{0.1\textwidth}p{0.2\textwidth}}
{\bf Journal} & {\bf JCR} & {\bf IF: 1/5 yrs} \\
Aerosol Science and Technology  & (2007) & 2.350/2.230 \\
Applied Mathematics and Computation & (2008) & 0.961/1.124 \\
Applied Numerical Mathematics &(2008) & 0.952/1.065 \\
Atmospheric Chemistry and Physics & (2007) &4.865/4.543 \\
Atmospheric Environment & (2010) &3.226/3.436 \\
ASME Journal of Mechanical Design & (2010) & 0.617/1.158 \\
Computers and Mathematics with Applications & (2008) & 0.997/1.049 \\
Computational Geosciences & (2007) &0.893/1.259 \\
Computers and Chemical Engineering & (2007) &1.238/1.815 \\
Computers \& Geosciences & (2010) &1.416/1.632 \\
Engineering Computations & (2008) & 0.488/0.758 \\
Environmental Management and Health& (2007) &1.240/1.670 \\
Environmental Modeling and Software & (2007) &2.099/2.217 \\
Environmental Science and Technology & (2007) &4.363/4.930 \\
IEEE Transactions on Parallel and Distributed Systems & (2008) &1.916/2.374 \\
International Journal for Numerical Methods in Fluids & (2007) &0.712/1.017 \\
International Journal of Computer Mathematics & (2007) &0.423/0.451 \\
International Journal of Heavy Vehicle Systems & (2007) &0.051/0.061 \\
International Journal of Systems Science & (2007) & 0.492/0.549 \\
Journal of Computational and Applied Mathematics & (2008) & 1.048/1.138\\
Journal of Computational Physics & (2007) & 2.372/2.820 \\
Journal of Dynamic Systems Measurement and Control & (2008) &  0.753/0.970 \\
Journal of Geophysical Research & (2007) & 2.953/3.402 \\
Journal of Multibody Dynamics & (2007) & 0.309/0.368 \\
Journal of Scientific Computing &(2007) & 1.293/NA \\
Journal of Supercomputing & (2008) & 0.615/0.604 \\
Monthly Weather Review & (2007) & 2.267/3.061 \\
Multibody System Dynamics  & (2007) & 0.593/0.881 \\
Optimization Methods \& Software & (2010) & 0.794/0.732 \\
Quarterly Journal of the Royal Meteorological Society& (2007) & 2.893/2.805 \\
%SAE Transactions Journal of Commercial Vehicles & (2007) & NA/NA \\
SIAM Journal on Scientific Computing &(2007) & 1.784/2.231 \\
Tellus A -- Dynamic Meteorology and Oceanography & (2008) & 1.965/2.359 \\
\end{tabular}

\newpage

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Journal Papers under Review}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%\setcounter{enumi}{\thepubs}
%
\item T.-H. Ahn*, \underline{A. Sandu}, and X. Han:
	``Implicit Simulation Methods for  Stochastic Chemical Kinetics''.
          % Submitted to {\em }, Mar. 2013.
%
\item H. Zhang* and \underline{A. Sandu}:
``FATODE: A Library for Forward, Adjoint, and Tangent Linear
Integration of ODEs''.
% Resubmitted to SISC, March 2013
%
\item A. Cioaca*, \underline{A. Sandu}, and E. de Sturler:
	``Efficient Methods for Computing Observation Impact in 4D-Var Data Assimilation''.
          % Submitted to {\em Journal of Computational Physics}, November 2012. Declined. Submitted
          % to Computers and Geosciences, Feb. 2013.
%
\item V. Rao* and \underline{A. Sandu}:
	``An Adjoint-Based Scalable Algorithm for Time-Parallel Integration''.
          %Submitted to {\em Journal of Computational Science}, October 2012.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Simultaneous Optimal Uncertainty Apportionment and Robust Design Optimization
          of Systems Governed by Ordinary Differential Equations''.
          %Paper no. MD-11-1310, submitted to {\em ASME Journal of Mechanical Design}, Special
          %Issue on Design under Uncertainty, submitted July 18th, 2011.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong: 
	``Motion Planning of Uncertain Ordinary Differential Equation Systems''.
	%Submitted to {\em Journal of Dynamic Systems Measurement And Control -- 
	%Transactions of the ASME}, March 2011. Rejected.
	%Paper no. CND-12-1049, J. of Computational and Nonlinear Dynamics, submitted March 14, 2012.
%
%\item K. Singh*, M. Jardak*, \underline{A. Sandu}, K.W. Bowman, and M. Lee:
%       ``A Practical Method to Estimate Information Content in the Context of 4D-Var Data Assimilation.
%        I: Methodology. and II: Application to Global Ozone Assimilation''.
       % Submitted to {\em Atmospheric Chemistry and Physics}, March 2012.
%
\item K. Singh*, \underline{A. Sandu}, K.W. Bowman, M. Parrington, D.B.A. Jones, and M. Lee:
       ``Ozone Data Assimilation with GEOS-Chem: a Comparison Between 3D-Var, 4D-Var, and Suboptimal Kalman Filter Approaches''.
       % Submitted to {\em Atmospheric Chemistry and Physics}, 2011. Revised Feb. 2011. Declined.
       % Resubmitted to JGR, March 2013.
%
\item \underline{A. Sandu} and H. Cheng*:
       ``A Subspace Approach to Data Assimilation and
         New Opportunities for Hybridization''.
%       Submitted to {\em JCP}, August 2009. Declined.
%       Submitted to {\em Physica D}, March 2010. Declined.
%       Re-submitted to {\em Physica D}, Feb. 2013.
%
\item M. Alexe* and \underline{A. Sandu}: ``Space-time Adaptive Solution of
Inverse Problems with the Discrete Adjoint Method''.
% Submitted to {\em Inverse Problems}, Nov. 2010. Resubmitted Feb. 2012. Declined.
% Submitted in Dec. 2012 to JCP.
%
\item T.-H. Ahn*, A. Sandu, L.T. Watson, C.A. Shaffer, Y. Cao, and W.T. Baumann:
``Parallel Load Balancing Strategies for Ensembles of Stochastic Biochemical Simulations''.
% Submitted to {\em IEEE TPDS}, Dec. 2010. Declined.
%
\item E. Zharovsky* and \underline{A. Sandu}:  
``A Class of IMEX Two-step Runge Kutta Methods''.  
%      Submitted to {\em SIAM Journal on Scientific Computing}, 
%      Oct. 2010. Resubmitted Aug. 2011.

%
% IN PREPARATION
%
%\item \underline{A. Sandu} and A. St-Cyr: ``On the Properties of Matrix-Free Implicit Time Stepping for Solving Time Dependent PDEs''.
%In preparation.
%
%
%\item \underline{A. Sandu}:  ``On the Properties of Discrete Adjoints of Linear
%      Multistep Methods''.  
      %Submitted to {\em Numerische Mathematik}, December 2007.
%     


%
\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Journal Papers}
% 15 CS/NA papers
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%\setcounter{enumi}{\thepubs}
%     
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2013  (x CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item \underline{A. Sandu}, K. Singh*, M. Jardak*, K.W. Bowman, and M. Lee:
       ``A Practical Method to Estimate Information Content in
                   the Context of 4D-Var Data Assimilation''.
     {\em SIAM/ASA Journal on Uncertainty Quantification}, in print, 2013.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2012  (x CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item E.M. Constantinescu* and \underline{A. Sandu}:  
``Extrapolated Multirate Methods for Differential
      Equations with Multiple Time Scales''.  
    {\em Journal of Scientific Computing}, in print, 2012.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Parametric Design Optimization of Uncertain Ordinary Differential Equation Systems''.
         Paper no. MD-11-1266, {\em ASME Journal of Mechanical Design}, Vol. 134, Issue 8, 081003 (14 pages), 
         2012.  (\href{http://dx.doi.org/10.1115/1.4006950}{\tt online version})
%
\item A. Cioaca*, M. Alexe, and \underline{A. Sandu}: 
        ``Second Order Adjoints for Solving PDE-Constrained Optimization Problems''. 
       {\em Optimization Methods and Software}, Volume 27, Issue 4-5, pp. 625--653, 2012. 
       (\href{http://dx.doi.org/10.1080/10556788.2011.610455}{\tt online version})
%
\item K. Singh* and \underline{A. Sandu}: ``Variational Chemical Data Assimilation with Approximate Adjoints''.
      {\em Computers \& Geosciences}, Vol. 40,  pp. 10--18, 2012. 
      (\href{http://dx.doi.org/10.1016/j.cageo.2011.07.003}{\tt online version})
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2011  (x CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item \underline{A. Sandu}, E.M. Constantinescu*, G.R. Carmichael, T. Chai,
      D. Daescu, and J.H. Seinfeld:  ``Ensemble Methods for Dynamic Data
      Assimilation of Chemical Observations in Atmospheric Models''.  
     {\em Journal of Algorithms and Computational Technology}, Vol. 5, No. 4, 
      DDDAS issue, pp. 667--692, 2011.  
      (\href{http://dx.doi.org/10.1260/1748-3018.5.4.667}{\tt online version})
%
\item H. Zhang*, J.C. Linford*, \underline{A. Sandu}, and R. Sander:         
         ``Chemical Mechanism Solvers in Air Quality Models''.
         {\em Atmosphere}, Vol. 2, pp. 510--532, 2011. 
         (\href{http://dx.doi.org/10.3390/atmos2030510}{\tt online version})
%
\item \underline{A. Sandu} and T.F. Chai:         
         ``Chemical Data Assimilation - an Overview''.
         {\em Atmosphere},  Vol. 2, No. 3, pp. 426--463, 2011. 
         (\href{http://dx.doi.org/10.3390/atmos2030426}{\tt online version})
%
\item T.Y. Gou* and \underline{A. Sandu}: ``Continuous versus Discrete Advection 
        Adjoints in Chemical Data Assimilation with CMAQ''.
       {\em Atmospheric Environment},  Vol. 45, Issue 28, pp. 4868--4881 , 2011. 
       (\href{http://dx.doi.org/10.1016/j.atmosenv.2011.06.015}{\tt online version})
%
\item R. Sander, A. Baumgaertner, S. Gromov, H. Harder, P. Jockel, 
       A. Kerkweg, D. Kubistin, E. Regelin,
      H. Riede, \underline{A. Sandu}, D. Taraborrelli, H. Tost, and Z.-Q. Xie:
     ``The atmospheric chemistry box model CAABA/MECCA-3.0''. 
     {\em Geoscientific Model Development}, Vol. 4, pp. 373--380, 2011. 
     (\href{http://dx.doi.org/10.5194/gmd-4-373-2011}{\tt online version})
%
\item K. Singh*, M. Jardak*, \underline{A. Sandu}, K. Bowman, M. Lee, and D. Jones:
     ``Construction of Non-diagonal Background Error Covariance Matrices 
       for Global Chemical Data Assimilation''.
       {\em Geoscientific Model Development}, Vol. 4, pp. 299--314, 2011. 
       (\href{http://dx.doi.org/10.5194/gmd-4-299-2011}{\tt online version})
%     
\item J.C. Linford*, J. Michalakes, M. Vaccharajani, and \underline{A. Sandu}:  
      ``Automatic Generation of Multi-Core Chemical Kernels''.  
      {\em IEEE Transactions on Parallel and Distributed Systems},  
      Vol. 22, Issue 1, pp. 119--131, 2011. 
      (\href{http://dx.doi.org/10.1109/TPDS.2010.106}{\tt online version})
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2010  (x CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item \underline{A. Sandu} and P. Miehe*: ``Forward, Tangent Linear, and Adjoint
      Runge Kutta Methods in KPP--2.2 for Efficient Chemical Kinetic
      Simulations''.  {\em International Journal of Computer Mathematics}, Vol. 87, Issue 11, pp. 2458--2479,
      September 2010. 
      (\href{http://dx.doi.org/10.1007/11758532_18}{\tt online version})
%
\item E.M. Constantinescu* and \underline{A. Sandu}:  ``Optimal Explicit Strong 
	Stability Preserving General Linear Methods''.  
      {\em SIAM Journal on Scientific Computing},  Vol. 32, Issue 5, pp. 3130--3150, 2010.
      (\href{http://dx.doi.org/doi:10.1137/090766206}{\tt online version})
%     
\item
      E. Blanchard*, \underline{A. Sandu}, and C. Sandu: ``PSM: A Polynomial  
      Chaos-Based Kalman Filter Approach for Parameter Estimation of Mechanical 
      Systems''. {\em  Journal of Dynamic Systems Measurement and Control}, Volume 132,  Issue 6, 
      061404 (18 pages), 2010.  
      (\href{http://dx.doi.org/10.1115/1.4002481}{\tt online version})
%     
\item J.C. Linford* and \underline{A. Sandu}: ``Scalable Heterogeneous
	Parallelism for Atmospheric Modeling and Simulation''.  
	{\em Journal of Supercomputing}, pp. 1--28,  2010. 
	(\href{http://dx.doi.org/10.1007/s11227-010-0380-8}{\tt online version})
%
\item E.M. Constantinescu* and \underline{A. Sandu}:  ``Extrapolated 		
      Implicit-Explicit Time Stepping''.  
      {\em SIAM Journal on Scientific Computing}, Vol. 31, 
      Issue 6, pp. 4452--4477, 2010. 
      (\href{http://dx.doi.org/10.1137/080732833}{\tt online version}).
%
\item H. Cheng*, M. Jardak*, M. Alexe*, and \underline{A. Sandu}: ``A Hybrid
	Approach to Estimating Error Covariances in Variational Data
	Assimilation''. {\em Tellus Series A -- Dynamic Meteorology and Oceanography}, 
	Vol. 62, Issue A, pp. 288--297, 2010. 
	(\href{http://dx.doi.org/10.1111/j.1600-0870.2010.00442.x}{\tt online version})

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2009  (x CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%     
\item M. Alexe* and \underline{A. Sandu}:  ``On the Discrete Adjoints of
      Variable Step Time Integrators''. 
      {\em Journal of Computational and Applied Mathematics},  Vol. 233, Issue 4, pp. 1005--1020, 2009.
      (\href{http://dx.doi.org/doi:10.1016/j.cam.2009.08.109}{\tt online version})
%
\item E.  Blanchard*, \underline{A. Sandu}, and C. Sandu:  ``Polynomial Chaos  
       Based Parameter Estimation Methods for Vehicle Systems''. 
      {\em Journal of Multi-body Dynamics}, Vol. 224, pp. 59--81, 2010.
      (\href{http://dx.doi.org/10.1243/14644193JMBD204}{\tt online version})
%
\item T. Chai, G.R. Carmichael, Y. Tang, and \underline{A. Sandu}:
	``Regional $NO_X$ emission inversion through a four-dimensional 
	variational approach using SCIAMACHY tropospheric $NO_2$ column 
	observations''. {\em Atmospheric Environment},   
	Vol. 43, Issue 32, pp. 5046--5055,  2009. 
	(\href{http://dx.doi.org/doi:10.1016/j.atmosenv.2009.06.052}{\tt online version})
%     
\item P. Eller*, K. Singh*, \underline{A. Sandu}, K. Bowman, D.K. Henze, 
	and M. Lee: ``Implementation and Evaluation of an Array of Chemical 
	Solvers in a Global Chemical Transport Model''.  
	{\em Geophysical Model Development}, Vol. 2, pp. 1--7, 2009. 
	(\href{http://www.geosci-model-dev-discuss.net/2/185/2009/gmdd-2-185-2009.html}{\tt online version})
%     
\item H. Cheng* and \underline{A. Sandu}:  ``Efficient Uncertainty
      Quantification with the Polynomial Chaos Method for Stiff Systems''. 
      {\em Computers and Mathematics with Applications}, Vol. 79, Issue 11,
      pp. 3278--3295, 2009.
      (\href{http://dx.doi.org/10.1016/j.matcom.2009.05.002}{\tt online version})
%     
\item E. Blanchard*, \underline{A. Sandu}, and C. Sandu:  ``Parameter Estimation
     for Mechanical Systems via an Explicit Representation of Uncertainty''.  
     {\em Engineering Computations. International Journal for Computer-Aided
     Engineering and Software}, Vol. 26, Issue 5, pp. 541--569,
      2009.
      (\href{http://dx.doi.org/10.1108/02644400910970185}{\tt online version})
%     
\item H. Cheng* and \underline{A. Sandu}:  ``Uncertainty Quantification in 3D
      Air Quality Models using Polynomial Chaoses''.  {\em Environmental
      Modeling and Software}, Vol. 24, Issue 8, pp. 917--925, 
      2009.
      (\href{http://dx.doi.org/10.1016/j.envsoft.2008.12.005}{\tt online version})
%     
\item  M. Alexe* and \underline{A. Sandu}:  ``Forward and adjoint sensitivity 
      analysis with continuous explicit Runge-Kutta schemes''.  
      {\em Applied Mathematics and Computation}, Vol. 208, No. 2, pp. 328--346, 
     2009.
      (\href{http://dx.doi.org/10.1016/j.amc.2008.11.035}{\tt online version})
%     
\item \underline{A. Sandu} and E.M. Constantinescu*:  ``Multirate Adams Methods
      for Hyperbolic Equations''. 
      {\em Journal of Scientific Computing}, Vol. 38, No. 2, pp. 229--249, 
      2009.
      (\href{http://dx.doi.org/10.1007/s10915-008-9235-3}{\tt online version})
%

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2008  (6 CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item L. Zhang*, E.M. Constantinescu*, \underline{A. Sandu}, Y. Tang, T. Chai,
     G.R. Carmichael,  D. Byun, E. Olaguer: ``An Adjoint Sensitivity Analysis
     and 4D-Var Data Assimilation Study of Texas Air Quality''.
     {\em Atmospheric Environment}, Vol. 42, Issue 23, pp. 5787--5804, 2008.
     (\href{http://dx.doi.org/10.1016/j.atmosenv.2008.03.048}{\tt online version})
%     
\item \underline{A. Sandu} and L. Zhang*:  ``Discrete Second Order Adjoints in
      Atmospheric Chemical Transport Modeling''.  {\em Journal of
      Computational Physics}, Vol. 227, Issue 12, pp. 5949--5983,    
     2008.
     ( \href{http://dx.doi.org/10.1016/j.jcp.2008.02.011}{\tt online version})
%     
\item E.M. Constantinescu*, \underline{A. Sandu}, and G.R. Carmichael: 
    ``Modeling Atmospheric Chemistry and Transport with Dynamic Adaptive
    Resolution''.  {\em Computational Geosciences}, Vol. 12, No. 2, 
    p. 133--151, 2008.
    (\href{http://dx.doi.org/10.1007/s10596-007-9065-7}{\tt online version})
%      
\item Z. Liu* and \underline{A. Sandu}: ``Analysis of Discrete Adjoints of
      Numerical Methods for the Advection Equation''. {\em
      International Journal for Numerical Methods in Fluids}, 
      Vol. 56, Issue 7, pp. 769--803, 2008.
      (\href{http://dx.doi.org/10.1002/fld.1547}{\tt online version})
%
\item C. Sandu,  \underline{A. Sandu}, B. Chan, and M. Ahmadian: 
    ``A Response Spectral Decomposition Approach for the
      Control of Nonlinear Mechanical Systems''. 
      {\em International Journal of Heavy Vehicle Systems}, Vol. 15, No 1, 
      pp. 27-52, 2008.
      (\href{http://dx.doi.org/10.1504/IJHVS.2008.017982}{\tt online version})
%
\item G.R. Carmichael, \underline{A. Sandu},  T. Chai, D. Daescu, E.M.
       Constantinescu*, and Y. Tang: ``Predicting Air Quality: Improvements
       through Advanced Methods to Integrate Models and Measurements''. {\em
       Journal of Computational Physics} (Special issue on predicting           
       weather, climate and extreme events), Vol. 227, Issue 7, pp. 3540--3571,
       2008.      
       (\href{http://dx.doi.org/10.1016/j.jcp.2007.02.024}{\tt online version}) 

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2007  (1 CS/NA paper)  %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%     
\item A. Hakami, D.K. Henze, J.H. Seinfeld, K. Singh*, \underline{A. Sandu},
      S. Kim,  D. Byun, and Q. Li: ``The Adjoint of CMAQ''. 
      {\em Environmental Science and Technology}, Vol. 41, No. 22, 
      pp. 7807--7817, 2007.
      (\href{http://dx.doi.org/10.1021/es070944p}{\tt online version})
%     
\item E.M. Constantinescu* and \underline{A. Sandu}:  
    ``Multirate Timestepping Methods for Hyperbolic Conservation Laws''. 
     {\em Journal of Scientific Computing},  Vol. 33, Issue 3, 
     pp. 239--278,  2007.
     (\href{http://dx.doi.org/10.1007/s10915-007-9151-y}{\tt online version})
%     
\item E.M. Constantinescu*, T. Chai, \underline{A. Sandu}, and G.R. Carmichael:
      ``Autoregressive Models of Background Errors for Chemical Data
      Assimilation''. {\em Journal of Geophysical Research}, Vol. 112, 
      D12309, 2007.
      (\href{http://dx.doi.org/10.1029/2006JD008103}{\tt online version})
%     
\item E.M. Constantinescu*, \underline{A. Sandu}, T. Chai, and G.R.
      Carmichael: ``Ensemble-based Chemical Data Assimilation. I: General
      Approach''. {\em Quarterly Journal of the Royal
      Meteorological Society}, Vol. 133, Issue 626, pp. 1229--1243, 
      Online ISSN: 1477-870X, Print ISSN: 0035-9009, 
      July 2007 Part A.
      (\href{http://dx.doi.org/10.1002/qj.76}{\tt online version})
%     
\item E.M. Constantinescu*, \underline{A. Sandu}, T. Chai, and G.R.
      Carmichael: ``Ensemble-based Chemical Data Assimilation. II:
      Covariance Localization''. {\em Quarterly Journal of
      the Royal Meteorological Society}, Vol. 133, Issue 626, pp.  1245--1256, 
      Online ISSN: 1477-870X, 14 pages, Print ISSN: 0035-9009, 
      July 2007 Part A.
      (\href{http://dx.doi.org/10.1002/qj.77}{\tt online version})
%
\item T. Chai, G.R. Carmichael, Y. Tang,  \underline{A. Sandu}, M.
       Hardesty, P. Pilewskie, S. Whitlow, E.V. Browell,  M.A. Avery, V.
       Thouret, P. Nedelec, J.T. Merrill, and A.M. Thomson: ``Four
       Dimensional Data Assimilation Experiments with ICARTT
       (International Consortium for Atmospheric Transport and
       Transformation) Ozone Measurements''. {\em Journal of
       Geophysical Research}, Vol. 112, D12S15, 18 pages, 2007.      
       ( \href{http://dx.doi.org/10.1029/2006JD007763}{\tt online version})
     
\item E.M. Constantinescu*, \underline{A. Sandu}, T. Chai, and G.R.
      Carmichael: ``Assessment of Ensemble-based Chemical Data
      Assimilation in an Idealized Setting''. {\em Atmospheric
      Environment}, Vol. 41, Issue 1, pp. 18--36, 2007.
      (\href{http://dx.doi.org/10.1016/j.atmosenv.2006.08.006}{\tt online version})

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2006 (0 CS/NA papers   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
\item A. Hakami, J.H. Seinfeld, T. Chai, Y. Tang, G.R. Carmichael, and 
      \underline{A. Sandu}: ``Adjoint Sensitivity Analysis of Ozone
      Non-attainment over the Continental United States''. 
      {\em Environmental Science and Technology}, Vol. 40, No. 12, pp. 3855-3864, 
      2006.
      (\href{http://dx.doi.org/10.1021/es052135g}{\tt online version})

\item C. Sandu, \underline{A. Sandu}, and L. Li: ``Modeling of Stochastic
      Terrain Profiles and Soil Parameters'', {\em SAE 2005 Transactions
      Journal of Commercial Vehicles}, Vol. V114-2, Paper number
      2005-01-3559, pp. 211--220, Feb. 2006. 
      (\href{http://dx.doi.org/10.4271/2005-01-3559}{\tt online version})

\item T. Chai, G. R. Carmichael, \underline{A. Sandu}, Y. Tang, and D.N.
      Daescu: ``Chemical data assimilation of Transport and Chemical Evolution
      over the Pacific (TRACE-P) aircraft measurements'', {\em Journal of 
      Geophysical Research}, Vol. 111, D02301, 18 pages, 2006.
      (\href{http://dx.doi.org/10.1029/2005JD005883}{\tt online version})

\item \underline{A. Sandu} and R. Sander: ``Simulating Chemical Kinetic
      Systems in Fortran90 and Matlab with the Kinetic PreProcessor
      KPP-2.1''. {\em Atmospheric Chemistry and Physics},
      Vol. 6, pp. 187--195, 2006.
      (\href{http://www.atmos-chem-phys.net/6/187/2006/acp-6-187-2006.pdf}{\tt online version})

\item \underline{A. Sandu}: ``Piecewise Polynomial Solutions of Aerosol
      Dynamics'', {\em Aerosol Science and Technology}, Vol. 40, pp. 1--13,
      2006.
      (\href{http://dx.doi.org/10.1080/02786820500543274}{\tt online version})
    
\item W. Liao*, \underline{A. Sandu}, G.R. Carmichael, and T. Chai: ``Total
     Energy Singular Vector Analysis for Atmospheric Chemical Transport
     Models''. {\em Monthly Weather Review},  Vol. 134, No. 9, pp.
     2443--2465, 2006. 
     (\href{http://journals.ametsoc.org/doi/abs/10.1175/MWR3158.1}{\tt online version})

\item \underline{A. Sandu}, C. Sandu, and M. Ahmadian: ``Modeling
    Multibody Dynamic Systems With Uncertainties. Part I: Theoretical and
    Computational Aspects''. {\em Multibody System Dynamics}, 	
    Vol. 15, No. 4, pp. 369--391, 2006. 
    (\href{http://dx.doi.org/10.1007/s11044-006-9007-5}{\tt online version})

\item C. Sandu, \underline{A. Sandu}, and M. Ahmadian: ``Modeling
    Multibody Dynamic Systems With Uncertainties. Part II: Numerical
    Applications''. {\em Multibody System Dynamics}, 
    Vol. 15, No. 3, pp. 245--266, 2006.
   (\href{http://dx.doi.org/10.1007/S11044--9008--4}{\tt online version})


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2005  (1 CS/NA paper)  %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item A. Hakami, D.K. Henze, J.H. Seinfeld, T. Chai, Y. Tang, G.R.
    Carmichael,  and \underline{A. Sandu}: ``Adjoint Inverse Modeling of
    Black Carbon During ACE-Asia''. {\em Journal of Geophysical Research},
    Vol. 110, No. D14, D14301, 25 pages, 2005.
    (\href{http://dx.doi.org/10.1029/2004JD005671}{\tt online version})

\item \underline{A. Sandu}, W. Liao*, G.R. Carmichael, D.K. Henze, and J.H.
    Seinfeld: ``Inverse Modeling of Aerosol Dynamics using Adjoints --
    Theoretical and Numerical Considerations'', {\em Aerosol Science and
    Technology}, Vol. 39, pp. 1--18,  2005.       
    (\href{http://dx.doi.org/10.1080/02786820500182289}{\tt online version})

\item \underline{A. Sandu}, D.N. Daescu, G.R. Carmichael, and T. Chai: 
    ``Adjoint Sensitivity Analysis of Regional Air Quality Models'',  {\em
    Journal of Computational Physics}, Vol. 204, pp. 222--252, 2005.
    (\href{http://dx.doi.org/10.1016/j.jcp.2004.10.011}{\tt online version})


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2004  (0 CS/NA papers) %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


\item D.K. Henze, J.H. Seinfeld, W. Liao*, \underline{A. Sandu}, G.R.
    Carmichael: ``Inverse Modeling of Aerosol Dynamics: Condensational
    Growth'', {\em Journal of Geophysical Research}, Vol. 109, No. D14, 
    D14201, 14 pages, July 2004.
    (\href{http://dx.doi.org/10.1029/2004JD004593}{\tt online version})
	         
\item Y. Tang, G.R. Carmichael, J.H. Seinfeld, D. Dabdub,  R.J. Weber, B.
    Huebert, A.D. Clarke, S.A. Guazzotti, D.A. Sodeman, K.A. Prather, I.
    Uno, J.H. Woo, D.G. Streets, P. K. Quinn, J.E. Johnson,  C.H. Song,
    \underline{A. Sandu}, R.W. Talbot, and J.E. Dibb: ``Three-dimensional
    Studies of Aerosol Ions and Their Size Distribution in East Asia During
    Spring 2001''. {\em Journal of Geophysical Research - Atmospheres}, Vol.
    109, No. D19, D19S23, 32 pages, July 2004.	    
    (\href{http://dx.doi.org/10.1029/2003JD004201}{\tt online version})

\item Y. Tang, G.R. Carmichael, L.W. Horowitz, I. Uno, J.H. Woo,  D.G.
     Streets, D. Dabdub, G. Kurata, \underline{A. Sandu},  J. Allan, E.
     Atlas, F. Flocke, L.G. Huey, R.O. Jakoubek,  D.B. Millet, D.D.
     Parrish, P.K. Quinn, J.M. Roberts, T.B. Ryerson,  E. Williams, J.B.
     Nowak, D. Worsnop, A. Goldstein, S. Donnelly,  S. Schauffler, V.
     Stroud, K. Johnson, M.A. Avery,  H.B. Singh, and E.C. Apel: 
     ``Multi-scale Simulations of Tropospheric Chemistry in the  Eastern
     Pacific and US West Coast during Spring 2002'', {\em Journal of
     Geophysical Research - Atmospheres},  Vol. 109, No.
     D23, D23S11, 25 pages, August 2004.   
     (\href{http://dx.doi.org/10.1029/2004JD004513}{\tt online version})

%%%%%%%%%%%%%%  2003 (1 CS/NA paper) %%%%%%%%%%%%%%%%%%

\item \underline{A. Sandu}, D. Negrut, E. Haug, F.A. Potra, and C. Sandu: 
       ``A Rosenbrock-Nystrom State Space Implicit Method for the Dynamic
       Analysis of Mechanical Systems: I -- Theoretical Development''.
       {\em Journal of Multibody Dynamics},  Vol. 217, No. K4, pp.
       263--272, 2003.   
       (\href{http://dx.doi.org/10.1243/146441903322683013}{\tt online version})

\item D. Negrut, \underline{A. Sandu}, E. Haug, F.A. Potra, and C. Sandu: 
       ``A Rosenbrock-Nystrom State Space Implicit Method for the Dynamic
       Analysis of Mechanical Systems: II -- The Method and Numerical
       Results''. {\em Journal of Multibody Dynamics},   Vol. 217, No. K4,
       p. 273--282, 2003.   
       (\href{http://dx.doi.org/0.1243/146441903322683022}{\tt online version})

\item \underline{A. Sandu}, D. Daescu, and G.R. Carmichael:  ``Direct and
       Adjoint Sensitivity Analysis of Chemical Kinetic Systems with KPP:
       I -- Theory and Software Tools'', {\em Atmospheric Environment},
       Vol. 37, pp. 5083--5096, 2003.   
       (\href{http://dx.doi.org/10.1016/j.atmosenv.2003.08.019}{\tt online version}) 
       %(\href{http://www.sciencedirect.com/science/article/pii/S1352231003006721}{\tt online version})

\item D. Daescu, \underline{A. Sandu}, and G.R. Carmichael:  ``Direct and
       Adjoint Sensitivity Analysis of Chemical Kinetic Systems with KPP:
       II -- Validation and  Numerical Experiments'', {\em Atmospheric
       Environment},  Vol. 37, pp. 5097--5114, 2003.   
       (\href{http://dx.doi.org/10.1016/j.atmosenv.2003.08.020}{\tt online version})

\item \underline{A. Sandu} and C. T. Borden:  ``A Framework for the
       Numerical Treatment of Aerosol Dynamics'', {\em Applied Numerical
       Mathematics}, No. 45, pp. 475--497, 2003.     
       (\href{http://dx.doi.org/10.1016/S0168-9274(02)00251-9}{\tt online version})


%%%%%%%%%%%%%%  2002 (1 somewhat-CS/NA paper) %%%%%%%%%%%%%%%%%%

\item V. Damian, \underline{A. Sandu}, M. Damian, F. Potra, and G.R.
       Carmichael:  ``The Kinetic PreProcessor KPP -- A Software
       Environment for Solving Chemical Kinetics'', {\em Computers and
       Chemical Engineering}, Vol. 26, No. 11,  p. 1567--1579, 2002.   
       (\href{http://dx.doi.org/10.1016/S0098-1354(02)00128-X}{\tt online version})  

\item P. Miehe, \underline{A. Sandu}, G.R. Carmichael, Y. Tang, and D.
       Daescu:  ``A Communication Library for the Parallelization of Air
       Quality Models on Structured Grids'', {\em Atmospheric
       Environment}, Vol. 36, No. 24, pp. 3917--3930, 2002.    
       (\href{http://dx.doi.org/10.1016/S1352-2310(02)00338-2}{\tt online version}) 
       %(\href{http://www.sciencedirect.com/science/article/pii/S1352231002003382}{\tt online version}).

\item \underline{A. Sandu}:  ``A Newton-Cotes Quadrature Approach for
       Solving  the Aerosol Coagulation Equation'', {\em Atmospheric
       Environment}, Vol. 36, No. 3, pp. 583--589, 2002.      
       (\href{http://dx.doi.org/10.1016/S1352-2310(01)00444-7}{\tt online version})
       %(\href{http://www.sciencedirect.com/science/article/pii/S1352231001004447}{\tt online version})

%%%%%%%%%%%%%%  2001 (1 CS/NA paper) %%%%%%%%%%%%%%%%%%

\item \underline{A. Sandu}: ``Positive Numerical Integration Methods  for
      Chemical Kinetic Systems'', {\em Journal of Computational Physics},
      Vol. 170, pp. 1--14, 2001.
      (\href{http://dx.doi.org/10.1006/jcph.2001.6750}{\tt online version})

%%%%%%%%%%%%%%  2000 %%%%%%%%%%%%%%%%%%

\item D. Daescu, G.R. Carmichael, and \underline{A. Sandu}:  ``Adjoint
      Implementation of Rosenbrock Methods Applied to Variational Data
      Assimilation Problems'', {\em Journal of Computational Physics},
      Vol. 165, pp. 496--510, 2000. 
      (\href{http://dx.doi.org/10.1006/jcph.2000.6622}{\tt online version})

     
\item S. He, G.R. Carmichael, \underline{A. Sandu}, B. Hotchkiss, and V.
     Damian-Iordache: ``Application of ADIFOR for Air Pollution Model
     Sensitivity Studies'', {\em Environmental Modeling and Software},
     Vol. 15, pp. 549--557, 2000.         
     (\href{http://dx.doi.org/10.1016/S1364-8152(00)00052-9}{\tt online version})

%%%%%%%%%%%%%%  1999 (1 CS/NA paper) %%%%%%%%%%%%%%%%%%

\item G.R. Carmichael, \underline{A. Sandu}, C.H. Song, S. He, M. Phadnis,
    D. Daescu, V. Damian-Iordache, and F.A. Potra:  ``Computational
    Challenges of Modeling Interactions between Aerosol and Gas Phase
    Processes in Large Scale Air Pollution Models'', {\em Environmental
    Management and Health}, Vol. 10/4, pp. 224--235, 1999. 
    (\href{http://dx.doi.org/10.1108/09566169910276157}{\tt online version})

\item \underline{A. Sandu}, and T. Schlick:  ``Masking Resonance
    Artifacts  in Force-Splitting Methods for Biomolecular Simulations by
    Extrapolative Langevin Dynamics'', {\em Journal of Computational
    Physics}, Vol. 151, No. 1, pp. 74--113, 1999.  
    (\href{http://dx.doi.org/10.1006/jcph.1999.6202}{\tt online version})

%%%%%%%%%%%%%%  1997 (1 CS/NA paper) %%%%%%%%%%%%%%%%%%

\item \underline{A. Sandu}, J.G. Verwer, J.G. Blom, E.J. Spee, G.R.
    Carmichael and F.A. Potra: ``Benchmarking Stiff ODE Solvers for
    Atmospheric Chemistry Problems II: Rosenbrock Methods'' , {\em
    Atmospheric Environment}, Vol. 31, pp. 3459--3472, 1997.
    (\href{http://dx.doi.org/10.1016/S1352-2310(97)00059-9}{\tt online version})
    %(\href{http://www.sciencedirect.com/science/article/pii/S1352231097832128}{\tt online version})

\item   \underline{A. Sandu}, J.G. Verwer, M. van Loon, G.R. Carmichael,
    F.A. Potra, D. Dabdub, and J.H. Seinfeld :  ``Benchmarking Stiff ODE
    Solvers for Atmospheric Chemistry Problems I: Implicit versus
    Explicit'', {\em Atmospheric Environment}, Vol. 31, pp. 3151--3166,
    1997. 
    (\href{http://dx.doi.org/10.1016/S1352-2310(97)83212-8}{\tt online version})
    %(\href{http://www.sciencedirect.com/science/article/pii/S1352231097000599}{\tt online version}).

\item  L.O. Jay, \underline{A. Sandu}, F.A. Potra, and G.R. Carmichael:
    ``Improved QSSA Methods for Atmospheric Chemistry Integration'', {\em
    SIAM Journal on Scientific Computing}, Vol. 18, Issue 1,  p. 182--202,
    1997. 
    (\href{http://dx.doi.org/10.1137/S1064827595283033}{\tt online version})

\item   G.R. Carmichael, \underline{A. Sandu}, F.A. Potra, and  V.
    Damian-Iordache: ``Sensitivity Analysis for Atmospheric Chemistry Models
    via Automatic Differentiation'',  {\em Atmospheric Environment}, Vol. 31,
    No. 3, pp. 475--489, 1997.
    (\href{http://dx.doi.org/10.1016/S1352-2310(96)00168-9}{\tt online version})
    %(\href{http://www.sciencedirect.com/science/article/pii/S1352231096001689}{\tt online version})

%%%%%%%%%%%%%%  1996  (1 CS/NA paper) %%%%%%%%%%%%%%%%%%
 

\item  G.R. Carmichael, \underline{A. Sandu}, F.A. Potra, V.
    Damian-Iordache, and M. Damian-Iordache: ``The Current State and the
    Future  Directions in Air Quality Modeling'',  {\em Systems Analysis
    Modelling Simulation} (currently named {\em International Journal of
    Systems Science}{\tt online version}), Vol. 25, pp. 75--105, 1996. 
    (\href{http://dl.acm.org/citation.cfm?id=243416.243419}{\tt online version})

\item   \underline{A. Sandu}, F.A. Potra, V. Damian-Iordache, and G.R.
    Carmichael: ``Efficient Implementation of Fully Implicit Methods for
    Atmospheric Chemistry'', {\em Journal of Computational Physics}, Vol.
    129, pp. 101--110, 1996. 
    (\href{http://dx.doi.org/10.1006/jcph.1996.0236}{\tt online version})

\end{enumerate}
\setcounter{pubs}{\theenumi}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Conference Papers Under Review}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%
\item \underline{A. Sandu}, A. Cioaca*, and V. Rao*:
``Dynamic sensor network configuration in InfoSymbiotic systems
using model singular vectors''.
International Conference on Computational Science, ICCS 2013.

%
\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Conference Papers}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


\begin{enumerate}
%
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2013                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item  D. Dopico, Zhu*, Y., \underline{A. Sandu}, and Sandu, C.:  ``Direct and Adjoint Sensitivity Analysis
of Multibody Systems Using Maggi's Equations'', Paper no. DETC2013-12696, 10 pg., Proc. of ASME
2013 IDETC/CIE 9th Int. Conf. on Multibody Systems and Nonlinear Dynamics (MSND), Aug. 4-7,
2013, Portland, OR.

\item  Y. Zhu*, Y., Dopico~, D., Sandu, C., and \underline{A. Sandu}:  ``Sensitivity Analysis of Vehicle Dynamics
based on Multibody Models'', Paper no. DETC2013-13212, \# pg., Proc. of ASME 2013 IDETC/CIE Proc.
of ASME 2013 IDETC/CIE 15th Int. Conf. on Advance Vehicle Technologies (AVT), Aug. 4-7, 2013,
Portland, OR.

\item  D. Dopico~, Zhu*, Y., \underline{A. Sandu}. and Sandu, C.:  ``Index-1 and Index-3 Adjoint DAE
Equations for the Sensitivity Analysis of Multibody Systems'', Paper no. 208, \# pg., Proc. of
ECCOMAS, Multibody Dynamics 2013, July 1-4, 2013, Zagreb, Croatia.

\item  Y. Zhu*, Y., Dopico~, D., Sandu. C, and \underline{A. Sandu}:  ``Adjoint Second Order ODE for The
Computation of First Order Sensitivities in Multibody Dynamics'', Paper no. 236, \# pg., Proc. of
ECCOMAS, Multibody Dynamics 2013, July 1-4, 2013, Zagreb, Croatia.



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2011                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%
\item  \underline{A. Sandu} and A. St-Cyr:
	``Stability Analysis of the Matrix-Free Linearly Implicit Euler Method''.
	Proceedings of Domain Decomposition 2010, pp. 427--434.

\item V. Rao* and \underline{A. Sandu}: ``An adjoint based implementation of the parareal algorithm'',
Atmospheric and Oceanic Computational Science Workshop, International Conference on Computational Science ICCS 2012
"Empowering Science through Computing", Omaha, Nebraska, June 4--6, 2012.

\item H. Zhang* and \underline{A. Sandu}: ``A second-order diagonally-implicit-explicit multi-stage integration method'',
Atmospheric and Oceanic Computational Science Workshop, International Conference on Computational Science ICCS 2012
"Empowering Science through Computing", Omaha, Nebraska, June 4--6, 2012.

\item \underline{A. Sandu} and K. Singh*: ``Quantifying the information impact in variational data assimilation'',
Atmospheric and Oceanic Computational Science Workshop, International Conference on Computational Science ICCS 2012
"Empowering Science through Computing", Omaha, Nebraska, June 4--6, 2012.

\item E.D. Nino Ruiz*, \underline{A. Sandu}, and J.L. Anderson: ``An Efficient Implementation of the 
Ensemble Kalman Filter Based on Iterative Sherman Morrison Formula'',
Atmospheric and Oceanic Computational Science Workshop, International Conference on Computational Science ICCS 2012
"Empowering Science through Computing", Omaha, Nebraska, June 4--6, 2012.


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2011                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Parametric Design Optimization of Uncertain Ordinary Differential Equation Systems''.
	Paper IMECE2011-62789, accepted at
	ASME 2011 International Mechanical Engineering Congress \& Exposition IMECE2011,
	November 11-17, 2011, Denver, Colorado, USA.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Motion Planning of Uncertain Fully-Actuated Dynamical Systems�A Hybrid Dynamics Formulation''.
	Paper IMECE2011-62694, accepted at
	ASME 2011 International Mechanical Engineering Congress \& Exposition IMECE2011,
	November 11--17, 2011, Denver, Colorado, USA.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Motion Planning of Uncertain Fully-Actuated Dynamical Systems�A Forward Dynamics Formulation''.
	Paper DETC2011-48233, 
	ASME 2011 International Design Engineering Technical Conferences \&
	Computers and Information in Engineering Conference IDETC/CIE 2011,
	August 29--31, 2011, Washington, DC, USA.
%
\item J. Hays*, \underline{A. Sandu}, C. Sandu, and D. Hong:
	``Motion Planning of Uncertain Fully-Actuated Dynamical Systems�An Inverse Dynamics Formulation''.
	Paper DETC2011-48229, 
	ASME 2011 International Design Engineering Technical Conferences \&
	Computers and Information in Engineering Conference IDETC/CIE 2011,
	August 29--31, 2011, Washington, DC, USA.
%
\item M. Alexe* and \underline{A. Sandu}:
``Adaptive Solution of Time-dependent Inverse Problems with the
Discrete Adjoint Method''.
International Conference on Computational Science ICCS-2011. 
Conference dates and venue: Singapore, June 1--4, 2011.
%
\item T. Ahn* and \underline{A. Sandu}:
``Weakly Convergent Stochastic Implicit Integrators Applied to the Solution
of Stochastic Chemical Kinetic Problems''.
International Conference on Computational Science ICCS-2011. 
Conference dates and venue: Singapore, June 1--4, 2011.

\item H. Zhang* and \underline{A. Sandu}:
``FATODE: A Library for Forward, Adjoint, and Tangent Linear
Integration of Stiff Systems''.
High Performance Computing Symposium at SpringSim 2011. Conference dates and venue: 
April 3--7, Boston, Massachusetts.
%
\item T.-H. Ahn* and \underline{A. Sandu}:
``Fully Implicit Tau-Leaping Methods for the Stochastic
           Simulation of Chemical Kinetics ''
High Performance Computing Symposium at SpringSim 2011. Conference dates and venue: 
April 3--7, Boston, Massachusetts.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2010                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
\item J. Hays*, D. Hong, C. Sandu, and \underline{A. Sandu}: ``DETC2010-28134:
Design Optimization for Minimizing Actuation Energy of a Dynamic Tripedal
Walking Robot - Revisiting the Double Pendulum''. Proceedings of the ASME 2010
International Design Engineering Technical Conferences \& Computers and
Information in Engineering Conference (IDETC/CIE 2010), 
C. Collins (ed.), 9 pages, 
American Society of Automotive Engineers (ASME), New York, NY,  2010.
Conference dates and venue: August 15--18, 2010, Montreal, Quebec, Canada.
%
\item E. Blanchard*, C. Sandu, and \underline{A. Sandu}: ``DETC2010-28467: LQR
Stochastic Control''. Proceedings of the ASME 2010 International Design
Engineering Technical Conferences \& Computers and Information in Engineering
Conference (IDETC/CIE 2010), C. Collins (ed.), 10 pages, 
American Society of Automotive Engineers (ASME), New York, NY,  2010.
Conference dates and venue: August 15--18, 2010, Montreal, Quebec, Canada.
%
\item T.H. Ahn* and \underline{A. Sandu}: ``Parallel Stochastic Simulations of
Budding Yeast Cell Cycle: a Theoretical Analysis of Load Balancing Strategies''.
{\em Proceedings of ACM International Conference on Bioinformatics and Computational Biology (ACM BCB 2010)}, 
L. Liao, G. Li, A. Zhang, M. Borodovsky, G. Ozsoyoglu, and A.R. Mikler (eds.), pp.      
237--246,  Association for Computing Machinery, New York, NY, 2010.
Conference dates and venue: August 2--4, 2010, Niagara Falls, New York.
%
\item H. Cheng* and \underline{A. Sandu}: ``Collocation Least-squares Polynomial
Chaos Method''. {\em Proceedings of the 2010 Spring Simulation Multiconference 
(SpringSim'10), High Performance Computing Symposium (HPC-2010)}, 
A. Sandu, L.T. Watson, W.I. Thacker (eds.), 
pp. 94--99, Society for Modeling and Simulation International, Vista, California, 2010.
Conference dates and venue: April 12--15, 2010, Florida Mall Hotel and Conference Center
Orlando, Florida. 
%
\item P. Eller*, K. Singh*, and \underline{A. Sandu}: ``Development and
Acceleration of Parallel Chemical Transport Models''.
{\em Proceedings of the 2010 Spring Simulation Multiconference (SpringSim'10), High Performance Computing Symposium (HPC-2010)}, 
A. Sandu, L.T. Watson, W.I. Thacker (eds.),  pp. 57--64, Society for Modeling and Simulation International, Vista, California, 2010.
Conference dates and venue: April 12--15, 2010, Florida Mall Hotel and Conference Center
Orlando, Florida.
%
\item M. Alexe*, A. Cioaca*, and \underline{A. Sandu}: ``Obtaining and
Using Second Order Derivative Information in the Solution of Large Scale Inverse
Problems''. {\em Proceedings of the 2010 Spring Simulation Multiconference (SpringSim'10), High Performance Computing Symposium (HPC-2010)}, 
A. Sandu, L.T. Watson, W.I. Thacker (eds.),  pp. 65--72, Society for Modeling and Simulation International, Vista, California, 2010.
Conference dates and venue: April 12--15, 2010, Florida Mall Hotel and Conference Center
Orlando, Florida.
%
\item B. Lepsa* and A. Sandu: ``An efficient error control mechanism for
the Parareal time discretization algorithm and its variants''.
{\em Proceedings of the 2010 Spring Simulation Multiconference (SpringSim'10), High Performance Computing Symposium (HPC-2010)}, 
A. Sandu, L.T. Watson, W.I. Thacker (eds.),  pp. 79--85,
Society for Modeling and Simulation International, Vista, California, 2010.
Conference dates and venue: April 12--15, 2010, Florida Mall Hotel and Conference Center
Orlando, Florida.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2009                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item E. Blanchard, S. Sandu, and \underline{A. Sandu}:
``Comparison Between a Polynomial Chaos Based Bayesian Approach and
a Polynomial Chaos Based EKF Approach for Parameter Estimation with
Applications to Vehicle Dynamics", {\em Proceedings of the ASME 2009 
International Design Engineering Technical Conferences (IDETC) \& Computers and Information in Engineering Conference (CIE),
11-th International Conference on Advanced Vehicle and Tire Technology (AVTT)}, Paper no DETC2009-86402, 12 pages.
Recipient of AVTT Best Paper award.
American Society of Automotive Engineers (ASME), New York, NY,  2009.
Conference dates and venue: Aug. 30--Sept 2 2009, San Diego, California.
%
\item \underline{A. Sandu} and E.M. Constantinescu*:
``Multirate Time Integration of Hyperbolic Partial Differential Equations''.
 {\em Seventh International Conference on Numerical Analysis and Applied Mathematics
 (ICNAAM 2009),  American Institute of Physics (AIP) Conference Proceedings}, Vol. 1168, pp. 1411--1414,
 doi:10.1063/1.3241354, 2009.
Conference dates and venue: 18--22 September 2009, Rethymno, Crete, Greece.
%
\item J.C. Linford*, J. Michalakes, M. Vachharajani, and \underline{A. Sandu}:
``Multicore Acceleration of Chemical Kinetics for Simulation and Prediction''.
{\em Proceedings of the ACM/IEEE Conference on High Performance Computing Networking, 
Storage and Analysis (SC'09)}, pp. 1--11,
ISBN: 978-1-60558-744-8,  Association for Computing Machinery, New York, NY, 2009.
Conference dates and venue: November 14--20, 2009, 2009, Portland, Oregon.
%										  %
\item E.M. Constantinescu* and \underline{A. Sandu}: ``Explicit Time Stepping
          Methods with High Stage Order and Monotonicity Properties''.
	 {\em International Conference on
	Computational Science 2009 (ICCS-2009),  Springer Lecture Notes on
	Computational Science (LNCS)}, Vol. 5545, G. Allen,  J. Nabrzyski, E. Seidel, G.D. van
	Albada, J. Dongarra, and P.M.A. Sloot (eds.), pp. 293--301, Springer, 2009.
	Conference dates and venue: May 25--27, 2009, Baton Rouge, Louisiana.
	Acceptance rate 30\%.
%
\item  K. Singh and \underline{A. Sandu}: ``Improving GEOS-Chem Model Forecasts
Through Profile Retrievals from Tropospheric Emission Spectrometer''.
	 {\em International Conference on
	Computational Science 2009 (ICCS-2009),  Springer Lecture Notes on
	Computational Science (LNCS)}, Vol. 5545, G. Allen,  J. Nabrzyski, E. Seidel, G.D. van
	Albada, J. Dongarra, and P.M.A. Sloot (eds.), pp. 302--311, Springer, 2009.
	Conference dates and venue: May 25--27, 2009, Baton Rouge, Louisiana.
	Acceptance rate 30\%.
%
\item  T.Y. Gou and \underline{A. Sandu}: ``Chemical Data Assimilation with
	CMAQ: Continuous vs. Discrete Advection Adjoints''.
	 {\em International Conference on
	Computational Science 2009 (ICCS-2009),  Springer Lecture Notes on
	Computational Science (LNCS)}, Vol. 5545, G. Allen,  J. Nabrzyski, E. Seidel, G.D. van
	Albada, J. Dongarra, and P.M.A. Sloot (eds.),  pp. 312--321, Springer, 2009.
	Conference dates and venue: May 25--27, 2009, Baton Rouge, Louisiana.
	Acceptance rate 30\%.

%
\item K. Singh*, P. Eller*, \underline{A. Sandu}, D. Henze, K. Bowman, M. Kopacz
	and M. Lee: ``Towards the Construction of a Standard Adjoint GEOS-Chem
	Model''. {\em Proceedings of the 2009 Spring Simulation Multiconference, High Performance Computing Symposium}, 
	C. Ribbens, A. Sandu, and W.I. Thacker (eds.), 8 pages, Society for Modeling and Simulation International, 
	Vista, California, 2009.
	Conference dates and venue: March 22--27, 2009, San Diego, California.

\item S. Schneider, J.-S. Yeom, Benjamin Rose, J.C. Linford*,  \underline{A.
         Sandu} and D.S. Nikolopoulos:  ``A Comparison of Programming Models for
        Multiprocessors with Explicitly Managed Memory Hierarchies''.  
       {\em  Proceedings of the 14th ACM SIGPLAN
         Symposium on Principles and Practice of Parallel Programming  (PPoPP)}, pp. 131---140, 
          Association for Computing Machinery, New York, NY, 2009. 
Conference dates and venue: February 14--18, 2009, Raleigh, North Carolina.

\item H. Cheng* and \underline{A. Sandu}: ``Uncertainty Apportionment for
	Air Quality Forecast Models''   {\em Proceedings of 24th Annual ACM Symposium on Applied Computing (SAC-2009), Computational Sciences Track}, 
          A. Sandu and Y. Cao (eds.),  pp. 956--960, 
           Association for Computing Machinery, New York, NY, 2009. 
        Conference dates and venue: March 8--12, 2009, Hilton Hawaiian Village Beach Resort \& Spa, Waikiki Beach, Honolulu, Hawaii.
        Acceptance rate 29\%.
           
\item J.C. Linford* and \underline{A. Sandu}: ``3D Chemical Transport for the Cell
          Broadband Engine''. 
          {\em Proceedings of 24th Annual ACM Symposium on Applied Computing (SAC-2009), Computational Sciences Track}, 
          A. Sandu and Y. Cao (eds.),  pp. 976-980, 
           Association for Computing Machinery, New York, NY, 2009. 
        Conference dates and venue: March 8--12, 2009, Hilton Hawaiian Village Beach Resort \& Spa, Waikiki Beach, Honolulu, Hawaii.
        Acceptance rate 29\%.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2008                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


\item \underline{A. Sandu} and E.M. Constantinescu*: ``Extrapolation Multirate 	
    Methods for Time Integration''. {\em Proceedings of the Congress of the European Consortium for
    Mathematics in Industry (ECMI 2008), 
    Progress in Industrial Mathematics at ECMI 2008}, A.D. Fitt, J. Norbury,
    H. Ockedon, and R.E. Wilson (eds.), pp. 341--347. Springer-Verlag Heidelberg,
    Dordrecht, London, New York, ISBN: 978-3-642-12109-8, doi:
    10.1007/978-3-642-12110-4, 1083 pages, 2010.
     Conference dates and venue: June 30--July 5, 2008, London, U.K.
      
\item \underline{A. Sandu}: ``Chemical Data Assimilation: Computational Tools
      and Applications''. {\em Proceedings of the 8th International Conference on HydroScience and     
      Engineering (ICHE 2008)}, 10 pages,
      Nagoya Hydraulic Research Institute for River Basin Management, Department of Civil Engineering, Nagoya University, 2008.
     Conference dates and venue: Sept. 8--12, 2008, Nagoya, Japan.
     
\item \underline{A. Sandu}  and L. Zhang*:  ``Obtaining and Using Second Order
     Information in the Solution of Inverse Problems''. {\em ASME 2008  International Design Engineering
     Technical Conferences \& Computers and Information in Engineering
     Conference IDETC/CIE 2008}, paper no.
     DETC2008/CIE-49242 (paper accepted in final form; not included in the proceedings due to
     administrative delays). American Society of Automotive Engineers (ASME), New York, NY,  2008.
     Conference dates and venue: August 3--6, 2008, Brooklyn, New York.

\item  M. Lee, R. Weidner, K. Bowman,\underline{A. Sandu}, and K. Singh*:      
    ``Sensor-web Operations Explorer (SOX) for Integrated Air Quality Campaign''.
     {\em NASA Earth Science Technology Conference (ESTC2008)}, 11 pages,
     National Aeronautics and Space Agency, 2008.
     Conference dates and venue: June 24--26. 2008, University College, Maryland.
       
\item J.C. Linford* and \underline{A. Sandu}:  ``Optimizing Large Scale Chemical
      Transport Models for Multicore Platforms''. {\em Proceedings of the 2008 Spring Simulation Multiconference 
      (SpringSim'08), High Performance Computing and Simulation Symposium (HPCS-2008)}, 
      M. Sosonkina, T. Haupt, C. Shaffer, and A. Sandu (eds.), paper no. 30, 8 pages,
      Society for Modeling and Simulation International, Vista, California.   
      Conference dates and venue: April 14-1-6, 2008, Ottawa, Ontario, Canada.
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2007                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item E.M. Blanchard*,   \underline{A. Sandu}, and C. Sandu:  ``Parameter
     Estimation Method using an Extended Kalman Filter''. {\em Proceedings of the
     2007 Asia-Pacific and North America Regional ISTVS Conference}, paper no.
     PI074, The International Society for Terrain-Vehicle Systems (ISTVS),
     North Carolina, USA.
    Conference dates and venue: June 23--25 2007, Fairbanks, Alaska.

\item E.M. Blanchard*, C. Sandu, and  \underline{A. Sandu}:  ``A Polynomial
     Chaos Based Bayesian Approach for Estimating Uncertain Parameters of
     Mechanical Systems''. {\em Proceedings of the ASME IDETC 2007, 9-th
     International Conference on Advanced Vehicle and Tire Technology (AVTT)}, paper no.
     DETC2007-34600, 8 pages,
     American Society of Automotive Engineers (ASME), New York, NY,  2007.
Conference dates and venue:  September 4--7, 2007, Las Vegas, Nevada.

\item H. Cheng and \underline{A. Sandu}:  ``Numerical Study of Uncertainty
     Quantification Techniques for Implicit Stiff Systems''. {\em Proceedings of the 45-th ACM
     Southeast Conference},  D. Dicheva, V.P. Pauca, and J. Burg (eds.), 8 pages, 
     Association for Computing Machinery, New York, NY, 2007. 
 Conference dates and venue: March 23-24, 2007, Winston-Salem, North Carolina.

\item M. Alexe and \underline{A. Sandu}:  ``An Investigation of Discrete
     Adjoints for Flux-Limited Numerical Schemes''. {\em Proceedings of the 45-th ACM
     Southeast Conference},  D. Dicheva, V.P. Pauca, and J. Burg (eds.), 8 pages, 
     Association for Computing Machinery, New York, NY, 2007. 
 Conference dates and venue: March 23-24, 2007, Winston-Salem, North Carolina.

\item A. Srivastava, J.C. Linford*, and \underline{A. Sandu}:  ``Performance of
    Stabilized Explicit Time Integration Methods For Parallel Air Quality
    Models''. {\em Proceedings of the 2007 Spring Simulation Multiconference (SpringSim'05), High Performance
    Computing Symposium (HPC-2007)}, L.T. Watson, T. Haupt, M. Sosonkina, and C. Shaffer (eds.), 8 pages,
    Society for Modeling and Simulation International, Vista, California, 2007.
    Conference dates and venue: March 25-29, 2007, Norfolk, Virginia.
     
\item \underline{A. Sandu}, E.M. Constantinescu*, G.R. Carmichael,  T. Chai, J.H.
     Seinfeld, and Dacian Daescu: ``Localized Ensemble Kalman Dynamic Data
     Assimilation for Atmospheric Chemistry''.  {\em International Conference for Computational
     Science (ICCS-2007), Dynamic Data Driven Application Systems Workshop,
    Springer Lecture Notes in Computer Science (LNCS)}, Vol. 4487,
     Y. Shi, G.D. van Albada, J. Dongarra, and P.M.A. Sloot (eds.), pp. 1018--1025.
Conference dates and venue:  May 27-30, 2007, Beijing, China. Acceptance rate 35\%.

\item L. Zhang and \underline{A. Sandu}: ``Data Assimilation in Multiscale
    Chemical Transport Models''. {\em International Conference for Computational
    Science (ICCS-2007), Dynamic Data Driven Application Systems Workshop,
    Springer Lecture Notes in Computer Science (LNCS)}, Vol. 4487,
    Y. Shi, G.D. van Albada, J. Dongarra, and P.M.A. Sloot (eds.), pp. 1026--1033.
    Conference dates and venue:  May 27-30, 2007, Beijing, China. Acceptance rate 35\%.
     
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2006                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item P. Miehe and \underline{A. Sandu}: ``Forward, Tangent Linear, and
     Adjoint Runge Kutta Methods in KPP--2.2''. {\em International Conference
     for Computational Science (ICCS-2006), 
     Springer Lecture Notes in Computer Science (LNCS)}, Vol. 3993, V.N. Alexandrov et al. (eds.),
      pp. 120--127, Springer-Verlag Berlin Heidelberg, 2006.
Conference dates and venue: May 28--31, 2006, Reading, U.K. Acceptance rate 35\%.

\item \underline{A. Sandu}: ``Targeted Observations for Atmospheric
     Chemistry and Transport Models''. {\em International Conference
     for Computational Science (ICCS-2006), 
     Springer Lecture Notes in Computer Science (LNCS)}, Vol. 3991,  V.N. Alexandrov et al. (eds.), pp. 712--719, 
     Springer-Verlag Berlin Heidelberg, 2006.
Conference dates and venue: May 28--31, 2006, Reading, U.K. Acceptance rate 35\%.
 
\item \underline{A. Sandu}: ``On the Properties of Runge-Kutta Discrete
     Adjoints''. {\em International Conference
     for Computational Science (ICCS-2006), 
     Springer Lecture Notes in Computer Science (LNCS)}, Vol. 3994,  V.N. Alexandrov et al. (eds.), pp.
     550--557, Springer-Verlag Berlin Heidelberg, 2006.
 Conference dates and venue: May 28--31, 2006, Reading, U.K. Acceptance rate 35\%.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2005                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
     
\item L. Lin, C. Sandu, and \underline{A. Sandu}: ``Modeling and
    Simulation of a Full Vehicle with Parametric and External
    Uncertainties''. {\em Proceedings of the  2005 ASME International
    Mechanical Engineering Congress and Exposition, 7th Vehicle Dynamics
    and Controls Annual Symposium on Advanced Vehicle Technologies,
    Session 4: Advances in Vehicle Systems Modeling and Simulation}, paper
    No. IMechE-2005-82101, 6 pages,
    American Society of Automotive Engineers (ASME), New York, NY,  2005.
   Conference dates and venue: November 6-11, 2005,  Orlando, Florida.


\item C. Sandu, \underline{A. Sandu},  and L. Lin: ``Stochastic Modeling
    of Terrain Profiles and Soil Parameters''.  {\em Proceedings of the SAE
    Commercial Vehicle Engineering Congress and Exhibition},  paper No.
    2005-01-3559, 10 pages, 
    American Society of Automotive Engineers (ASME), New York, NY,  2005.
Conference dates and venue: November 1-3, 2005, Chicago, Illinois.

\item \underline{A. Sandu}, E.M. Constantinescu*, W. Liao*, G.R. Carmichael,
     T. Chai, J.H. Seinfeld, and D. D\u{a}escu: ``Ensemble--Based Data
     Assimilation for Atmospheric Chemical Transport Models''.
     {\em International Conference for Computational Science (ICCS-2005),
     Springer Lecture Notes in Computer Science
     (LNCS)}, Vol. 3515, pp. 648--655, Springer-Verlag GmbH, 2005.
Conference dates and venue: May 22--25, 2005, Atlanta, Georgia.

\item E.M. Constantinescu*, W. Liao*, and \underline{A. Sandu}:  ``On
    Adaptive Mesh Refinement in High Resolution Air Quality Modeling''. 
    {\em International Conference for Computational Science (ICCS-2005),
    Springer Lecture Notes in Computer Science
    (LNCS)}, Vol. 3515, pp. 798--805,   Springer-Verlag GmbH, 2005.
Conference dates and venue: May 22--25, 2005, Atlanta, Georgia.

\item  W. Liao* and \underline{A. Sandu}: ``Total Energy Singular Vectors
     for Atmospheric Chemical Transport Models''. {\em International Conference
     for Computational Science (ICCS-2005),
     Springer Lecture Notes in Computer Science (LNCS)}, Vol. 3515, pp.
     806--813,   Springer-Verlag GmbH, 2005.
Conference dates and venue: May 22--25, 2005, Atlanta, Georgia.

\item Z. Liu and \underline{A. Sandu}: ``Analysis of Discrete Adjoints for
     Upwind Numerical Schemes''. {\em International Conference for
     Computational Science (ICCS-2005), Springer
     Lecture Notes in Computer Science (LNCS)}, Vol. 3515, pp. 829--836,  
     Springer-Verlag GmbH, 2005.
Conference dates and venue: May 22--25, 2005, Atlanta, Georgia.

\item E.M. Constantinescu*, W. Liao*, and  \underline{A. Sandu}: ``Mesh
    Refinement Strategies in Air Quality Modeling''.
    {\em Proceedings of the 2005 Spring Simulation Multiconference (SpringSim'05), High Performance
    Computing Symposium (HPC-2005)}, M. Parashar and L. Watson editors, pp. 158--163, Society for Modeling and Simulation             
    International, Vista, California, 2005.
Conference dates and venue: April 2-8, 2005, San Diego, California.

\item C. Sandu, \underline{A. Sandu},  B. Chan, and M. Ahmadian:
    ``Treatment of Constrained Multibody Dynamic Systems with
    Uncertainties''. {\em Proceedings of the SAE Congress 2005}, paper No.
    2005-01-0936, 11 pages, Society of Automotive Engineers, Willendale, Pennsylvania,  2005.
 Conference dates and venue: April 11-14, 2005, Detroit, Michigan.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2004                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item  \underline{A. Sandu}, C. Sandu, B. Chan, and M. Ahmadian: ``Control
   of Mechanical Systems using a Parameterized Spectral Decomposition
   Approach''. {\em Proceedings of the ASME IMechE 2004, 6th annual symposium
   on advanced vehicle technology}, paper no. IMechE-2004-60484, 9 pages,
American Society of Automotive Engineers (ASME), New York, NY,  2004.
Conference dates and venue: November 14-19, 2004, Annaheim, California.


\item  C. Sandu, \underline{A. Sandu}, B. Chan, and M. Ahmadian:
   ``Treating Uncertainties in Multi-body Dynamic Systems using a
   Polynomial Chaos Spectral Decomposition''. {\em Proceedings of the ASME
   IMechE 2004, sixth Annual Symposium on Advanced Vehicle Technology}, paper
   no. IMechE-2004-60482, 9 pages, 
   American Society of Mechanical Engineers, 2004.
Conference dates and venue: November 14-19, 2004, Annaheim, California.

\item G.R. Carmichael,  \underline{A. Sandu}, D. Daescu, T. Chai, J.H.
   Seinfeld, P. Hess, and T. Anderson:  ``Chemical Data Assimilation in
   Support of Air Quality Forecasting''.  {\em Proceedings of the 84-th
   American Meteorological Society annual meeting, Session 2: Air quality
   modeling and forecasting}, paper No. 2.1, 6 pages,   American Meteorological Society, Boston, Massachusetts, 2004. 
Conference dates and venue: January 11-15, 2004, Seattle, Washington.


\item T. Chai, G.R. Carmichael, D. Daescu, and \underline{A. Sandu}: 
   ``Analysis of TraceP Observations Using a 4D-Var Data Assimilation
   Technique''. {\em Proceedings of the 84-th American Meteorological Society
   annual meeting, Session 8: Assimilation of observations (ocean,
   atmosphere, and land surface) into models}, paper No. 8.4, 6 pages,
  American Meteorological Society, Boston, Massachusetts, 2004. 
Conference dates and venue: January 11-15, 2004, Seattle, Washington.

\item \underline{A. Sandu}, W. Liao*, G.R. Carmichael, D. Henze,  J.H.
   Seinfeld, T. Chai, and D. Daescu: ``Computational Aspects of Data
   Assimilation for Aerosol Dynamics''. {\em International Conference for
   Computational Science (ICCS-2004), Springer Lecture Notes in
   Computer Science}, Springer-Verlag GmbH, Vol. 3038, pp. 709--716,
   2004.
 Conference dates and venue: June 6--9, 2004, Krakow, Poland.
       
\item C. Belwal, \underline{A. Sandu}, E.M. Constantinescu*: ``Adaptive
   Resolution Modeling of Air Pollution''. 
   {\em Proceedings of ACM Symposium on Applied Computing (SAC-2004), Computational Sciences Track}, 
   A. Sandu (ed.), pp. 235--239, 
   Association for Computing Machinery, New York, NY, 2004. 
 Conference dates and venue: March 2004, Nicosia, Cyprus.
     
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2003                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item \underline{A. Sandu}, D. Negrut, C. Sandu, E. J. Haug, F. A. Potra:
   ``Rosenbrock Nystrom Integrator for SSODE of Mechanical Systems''.
  {\em Proceedings of 2003 ASME DETC, 19-th Biennial Conference on Mechanical Vibration and Noise (VIB), 
   fourth Symposium on Multibody Dynamics and Vibration}, paper No. VIB-48329, 8
   pages,     American Society of Automotive Engineers (ASME), New York, NY,  2003.
Conference dates and venue:  September 6--10, 2003, Chicago, Illinois.


\item G.R. Carmichael, D. Daescu, \underline{A. Sandu}, and T. Chai: 
   ``Computational Aspects of Chemical Data Assimilation into Atmospheric
   Models''. {\em International Conference for Computational Science
   (ICCS-2003),  Springer Lecture Notes in Computer Science}, Vol. 2660, pp. 269--278, Springer-Verlag GmbH,
   2003.      
Conference dates and venue: June 2003, Melbourne, Australia.
% 
%\item
%\underline{A. Sandu}, D.N. Daescu, T. Chai, G.R. Carmichael, J.H.
%Seinfeld, P.G. Hess,  and T.L. Anderson: 
%``Computational Aspects of 4D-Var Chemical Data Assimilation in Atmospheric
%  Models''.  F. Darema  editor, Dynamic Data Driven Applications Systems,
%  Kluwer Academic Publishers, 2004.

\item \underline{A. Sandu} and C. T. Borden:  ``Discretization of Aerosol
      Dynamics with B-splines''.        {\em Proceedings of ACM Symposium on Applied Computing (SAC-2003), Computational Sciences Track},
       A. Sandu editor, pp. 189--193, 
      Association for Computing Machinery, New York, NY, 2003. 
Conference dates and venue: March 13-18, 2003, Melbourne, Florida.

 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2002                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item \underline{A. Sandu}, D. Daescu and G.R. Carmichael: ``Adjoint Data
      Assimilation for Aerosol Dynamics''. 
      {\em Proceedings of the Second International Conference on Air Pollution
      Modeling and Simulation (APMS-2001)}, B. Sportisse (ed.), pp. 319--331, Springer 2002.
      Conference dates and venue: April 9--13, 2001, Paris, France.
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2001                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item J. F. Duff, P. Merkey and \underline{A. Sandu}: ``Parallel Molecular
      Dynamics Using MPI on a Scyld-style Beowulf Cluster''. {\em Proceedings
      of the tenthth SIAM Conference on Parallel  Processing for Scientific
      Computing (PPSC-2001)}, pp. 272--279, 
      Society for Industrial and Applied Mathematics, Philadelphia, Pennsylvania, 2001.
 Conference dates and venue: March 12--14, 2001, Portsmouth, Virginia.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2000                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item D. Daescu, G.R. Carmichael, and \underline{A. Sandu}:  ``Adjoint
      Implementation of Rosenbrock Methods Applied to Variational Data
      Assimilation''. {\em Millennium NATO/CCMS International Technical Meeting
      on Air Pollution Modeling and its Applications},   pp. 346--354, 
      American Meteorological Society, Boston, Massachusetts, 2000. 
 Conference dates and venue: May 15--19,  2000, Boulder, Colorado.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               1998                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item H. Shan, G.R. Carmichael, \underline{A. Sandu}, and B. Hotchkis:
     ``Exploring the Effects of Aerosols and Photochemistry and Radiative
     Processes in the Troposphere Using Automatic Differentiation''.
     {\em Proceedings of the First International Conference on Air Pollution
     Modeling and Simulation (APMS-1998)}, B. Sportisse (ed.), 12 pages,
     Springer, 1998.
    Conference dates and venue: October 26--29, 1998, Champs-sur-Marne, France.
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               1996                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item  L.O. Jay, \underline{A. Sandu}, F.A. Potra, and G.R. Carmichael:
     ``Efficient Numerical Integration for Atmospheric Chemistry''. {\em Third
     International Congress on Industrial and Applied Mathematics 
     (ICIAM-1995)}, Special issue of ZAMM (Journal of Applied Mathematics and Mechanics), Issue 4:  Applied Sciences, E.
     Kreuzer and O. Mahrenholtz (eds.), pp. 450--453, Akademie-Verlag, Berlin,
     1996. 
     Conference dates and venue: July 1995, Hamburg, Germany.
    
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               1995                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item  \underline{A. Sandu}, G.R. Carmichael, and F.A. Potra: ``Using
     Automatic Differentiation for Sensitivity Analysis  of Atmospheric
     Chemistry Models''.  {\em Theory and Applications of Sensitivity
     Analysis of Model Output in Computer Simulation   (SAMO 1995)
     Proceedings}, Office for Official Publications of the European
     Communities, pp. 49--51, L--2985 Louxembourg, 1995.  
Conference dates and venue: June 18--22, 1995, Belgirate, Italy.

\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Prefaces and Introductions}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\begin{enumerate}
%\setcounter{enumi}{\thepubs}
%
\item \underline{A. Sandu}, L. T. Watson, and W.I. Thacker:
``The High Performance Computing Symposium
(HPC 2010)''.  {\em Proceedings of the 2010 Spring Simulation Multiconference (SpringSim'10), High Performance
    Computing Symposium (HPC-2010)}, A. Sandu, L. T. Watson, and W.I. Thacker (eds.), 1 page, Society for Modeling and Simulation             
    International, Vista, California, 2010.


\item \underline{A. Sandu}, A. St-Cyr, and K. Evans: ``Atmospheric and Oceanic Computational Sciences''.  {\em International Conference on Computational Science 2009 (ICCS 2009),  Springer Lecture Notes on Computational Science}, Vol. 5545, G. Allen,  J. Nabrzyski, E. Seidel, G.D. van Albada, J. Dongarra, and P.M.A. Sloot (eds.), pp. 241--242, Springer, 2009.
%Baton Rouge, Louisiana, May 25--27, 2009.

\item \underline{A. Sandu} and Y. Cao:  ``Computational Sciences Track Editorial''  
      {\em Proceedings of ACM Symposium on Applied Computing (SAC-2009)}, A. Sandu and Y. Cao (eds.) , pp. 947--948
      Association for Computing Machinery, New York, NY, 2009.
      % Waikiki Beach, Hawaii, March 2009.    
             
\item \underline{A. Sandu}:  ``Computational Sciences Track Editorial'',  
      {\em Proceedings of ACM Symposium on Applied Computing (SAC-2004)}, A. Sandu (ed.), 1 page,
      Association for Computing Machinery, New York, NY, 2004.      

\item \underline{A. Sandu}:  ``Computational Sciences Track Editorial'',  
      {\em Proceedings of ACM Symposium on Applied Computing (SAC-2003)}, pp. 141--142, A. Sandu (ed.),
      Association for Computing Machinery, New York, NY, 2003. 


\end{enumerate}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Conference Presentations, Posters, Work Accepted by Abstract}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%



\begin{enumerate}
%\setcounter{enumi}{\thepubs}

\item  P. Tranquilli* and \underline{A. Sandu}: ``Matrix-free Integrators for Large Discretized PDEs'',
     	minisymposium MS98 at the SIAM Conference on Computational Science and Engineering,
	Boston, Massachusetts, Feb. 27--March 1, 2013.

\item  A. Cioaca* and \underline{A. Sandu}: ``Quantifying the Effect of Observations in 4D-Var Data Assimilation'',
     	minisymposium MS117 at the SIAM Conference on Computational Science and Engineering,
	Boston, Massachusetts, Feb. 27--March 1, 2013.

\item  E. Nino-Ruiz* and \underline{A. Sandu}: ``Efficient Implementations of the Ensemble Kalman Filter'',
     	minisymposium MS215 at the SIAM Conference on Computational Science and Engineering,
	Boston, Massachusetts, Feb. 27--March 1, 2013.


\item  \underline{A. Sandu}: ``Two Classes of Implicit-Explicit General Linear Methods''.
  Auckland Numerical Ordinary Differential Equations Conference (ANODE 2013).
  International Conference in celebration of the 80th birthday of John Butcher.
  Department of Mathematics, University of Auckland, New Zealand, 7-11 Jan. 2013.
  
\item J. Baek et al.: ``The Adjoint of the CMAQ Aqueous Chemistry Module''.
American Association for Aerosol Research (AAAR) 31st Annual Conference, Minneapolis, Minnesota,  
October 8--12, 2012.

\item H. Cheng* and \underline{A. Sandu}: ``Hybrid Methods for Data Assimilation'',
MS70, abstract p. 130, SIAM Conference on Uncertainty Quantification, Rayleigh, North Carolina, April 2--5, 2012.

\item M. Alexe* and \underline{A. Sandu}: ``Gradient-based Data Assimilation in Atmospheric Applications'',
MS55, abstract p. 119, SIAM Conference on Uncertainty Quantification, Rayleigh, North Carolina, April 2--5, 2012.

\item H. Zhang* and \underline{A. Sandu}: ``FATODE: A Library for Forward, Tangent Linear, and Adjoint ODE Integration'',
MS70, abstract p. 130, SIAM Conference on Uncertainty Quantification, Rayleigh, North Carolina, April 2--5, 2012.

\item A. Cioaca* and \underline{A. Sandu}: ``Computing and Using Observation Impact in 4D-Var Data Assimilation'',
MS78, abstract p. 135, SIAM Conference on Uncertainty Quantification, Rayleigh, North Carolina, April 2--5, 2012.

\item V. Rao* and \underline{A. Sandu}: ``Parareal with Adjoints'',
CP5, SIAM Conference on Parallel Processing for Scientific Computing, Savannah, Georgia, Feb. 15--17, 2012.

\item T.-H. Ahn* and \underline{A. Sandu}: ``An Analytical Framework for the Performance Prediction of Work-Stealing 
Dynamic Load Balancing Schemes for Ensemble Simulations'',
CP6, SIAM Conference on Parallel Processing, Savannah  for Scientific Computing, Georgia Feb. 15--17, 2012.

\item \underline{A. Sandu}: ``Uncertainty Reduction in Atmospheric Constituent Models
by Data Assimilation''. IFIP Workshop on Uncertainty Quantification, Boulder, Colorado, Aug. 4--8,  2011.

\item \underline{A. Sandu}: ``On the Matrix-Free Implementation of Rosenbrock-W
Methods''. MS116: Practical Scientific Computing with High-order Methods. SIAM
Conference on Computational  Science and Engineering, abstract p. 192, Reno,
Nevada, March 1--4, 2011.

\item \underline{A. Sandu}: `` New Computational Tools for Chemical Data
Assimilation''. MS141: Combining Data Assimilation and Sensitivity in Air
Quality Forecasting. SIAM Conference on Computational  science and Engineering,
abstract p. 221, Reno, Nevada, March 1--4, 2011.

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2010                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%


 \item K. Bowman, H. Worden, A. Aghedo, K. Singh*, \underline{A. Sandu}, D. Henze, D. Jones, and P. Hamer: 
 ``Towards the attribution of ozone radiative forcing from satellites, assimilation, and modeling''. The 11th Science Conference of the
International Global Atmosphere 
Chemistry (IGAC), Halifax, Canada, July 11-16, 2010.


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2009                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

 \item  H. Cheng* and \underline{A. Sandu}: ``Uncertainty Quantification and
Reduction in Chemical Transport Models''. SIAM Conference on Computational
Science and Engineering (SIAM CSE 2009),  Miami, Florida, March 4--8, 2009.

 \item  E.M. Constantinescu* and \underline{A. Sandu}: ``Strong Stability
Preserving General Linear Methods''. SIAM Conference on Computational Science
and Engineering (SIAM CSE 2009),  Miami, Florida, March 4--8, 2009.

 \item  \underline{A. Sandu} and E.M. Constantinescu*: ``Implicit-Explicit
 Extrapolation Methods for High Order Time Integration''. SIAM Conference on
 Computational Science and Engineering (SIAM CSE 2009),  Miami, Florida, March
 4--8, 2009.

 \item  E.M. Constantinescu* and \underline{A. Sandu}: `Ensemble Based Data
Assimilation with Chemical Transport Models''. SIAM Conference on Computational
Science and Engineering (SIAM CSE 2009),  Miami, Florida, March 4--8, 2009.

 \item  \underline{A. Sandu}: ``New Developments in Variational Chemical Data
Assimilation''. SIAM Conference on Computational Science and Engineering (SIAM
CSE 2009),  Miami, Florida, March 4--8, 2009.


 \item J.C. Linford* and \underline{A. Sandu}: ``Chemical Kinetics on Multicore 
SIMD Architectures''. International Conference on Computational Science 2009
(ICCS 2009),  Baton Rouge, Louisiana, May 25--27, 2009.



%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2008                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
 
\item    E.M. Constantinescu* and \underline{A. Sandu}: ``Achieving very high
accuracy for the time integration of multiscale processes using extrapolation
methods''. Applied Mathematics Principal Investigators Meeting (AMR 08), Argonne
National Laboratory October 15-17, 2008.
  
\item \underline{A. Sandu}  and E.M. Constantinescu*:  ``Multirate,
      multimethod time stepping techniques for PDEs''. Tenth Copper Mountain
      conference on iterative methods, abstract p. 70, Copper Mountain, Colorado, April
      6--12, 2008. 
     
\item J.C. Linford* and \underline{A. Sandu}:  ``Chemical Transport Models on Cell
      Platforms''. SIAM Parallel Processing PP-08, March 13--18 2008, Atlanta,
      Georgia.  
 
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%               2007                   %
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\item J.C. Linford* and \underline{A. Sandu}:  ``Performance of
     Stabilized Explicit Time Integration Methods For Parallel Air Quality
     Models''. Virginia Tech Graduate Research Symposium, March 28, 2007.

\item \underline{A. Sandu}: ``Computational Aspects of Data
     Assimilation'', SIAM Conference on Mathematical and Computational Issues
     in the Geosciences GS-07, Santa Fe, NM,  March 18--22, 2007.

\item \underline{A. Sandu} and E.M. Constantinescu*: ``The 4D-Var Approach for
     Chemical Data Assimilation'', SIAM Conference on Computational Sciences and Engineering
     CSE-07,  Costa Mesa, CA, February 18--22, 2007.

\item E.M. Constantinescu* and \underline{A. Sandu}: ``The Ensemble Kalman Filter
     Approach for Chemical Data Assimilation'', SIAM Conference on Computational Sciences and
     Engineering CSE-07,  Costa Mesa, CA, February 18--22, 2007.

\item K. Singh*, \underline{A. Sandu}, and A. Hakami: ``The Construction of CMAQ
     Adjoint''. International Conference for Computational
     Science (ICCS-2007, acceptance rate 35\%), Beijing, China,
     May 27-30, 2007.

\item \underline{A. Sandu}: ``Chemical Data Assimilation -- Fusing
     Models and Observations''. International Conference on
     Atmospheric Chemical Mechanisms, University of California at
     Davis, December 6--8, 2006.

\item A. Hakami, J. Seinfeld, K. Singh*, \underline{A. Sandu}, D.W. Byun,
P. Percell, V. Coarfa: ``Sattelite-based inversion of NOx emissions using
the adjoint of the CMAQ model'', Fifth Annual CMAS Conference, Chapel
Hill, NC, October 16--18, 2006.

\item (Poster) A. Hakami, J. Seinfeld, K. Singh*, \underline{A. Sandu},
D.W. Byun, P. Percell, V. Coarfa: ``Development of Adjoint Sensitivity
Analysis Capabilities for CMAQ'', Fifth Annual CMAS Conference, Chapel
Hill, NC, October 16--18, 2006.

\item K. Singh*, \underline{A. Sandu}, A. Hakami, J. Seinfeld, D.W. Byun,
P. Percell, V. Coarfa: ``Numerical Aspects of the CMAQ Adjoint'', Fifth
Annual CMAS Conference, Chapel Hill, NC, October 16--18, 2006.

\item \underline{A. Sandu}: ``Recent Developments in Chemical Data
Assimilation'', SIAM Annual Meeting AN-06, Boston, MA, July 10--14, 2006.

\item G.R. Carmichael, T. Chai, Y. Tang, \underline{A. Sandu}, D. Daescu,  J.
Seinfeld, P. Hess, and T. Anderson: ``Chemical Data Assimilation in
Support of Air Quality Forecasts'', Eos Trans. AGU, 86(52), Fall Meet.
Suppl., Abstract No. A33F-01, AGU Fall Meeting 2005, Dec. 5--9, 2005.

\item \underline{A.Sandu}, G.R. Carmichael, T. Chai, E.M. Constantinescu*, W. Liao*, 
and D. Daescu: ``New Developments in Chemical Data Assimilation:
Computational Tools'', Eos Trans. AGU, 86(52), Fall Meet. Suppl., Abstract
no. A33F-02 (invited), AGU Fall Meeting 2005, Dec. 5--9, 2005.

\item T. Chai, G.R. Carmichael, Y. Tang, \underline{A. Sandu}, E.M. Constantinescu*, 
and J.S. Skorton: ``Uncertainty Analysis of STEM-2K1 Air Quality Forecasts
for ICARTT'', Eos Trans. AGU, 86(52), Fall Meet. Suppl., Abstract No.
A33F-03, AGU Fall Meeting 2005, Dec. 5--9, 2005.

\item  (Poster) \underline{A. Sandu}, E.M. Constantinescu*, P. Miehe*, L.
   Zheng*, W. Liao*: ``Computational Tools for Chemical Data
   Assimilation'',  Fall Creek Falls Conference on Computational Sciences,
   October 16-18, 2005.

\item  (Poster) \underline{A. Sandu}, E.M. Constantinescu*, P. Miehe*, L.
   Zheng*, W. Liao*: ``Computational Tools for Chemical Data
   Assimilation'',  NSF Workshop on Collaborations in Mathematical
   Geosciences, Durham, NC,  October 7-8, 2005.

\item  \underline{A. Sandu}, W. Liao*, D. Daescu, G.R. Carmichael, and
   T. Chai: ``Adjoint Sensitivity Analysis and Data Assimilation for
   Atmospheric Chemical Models'', SIAM Annual Meeting AN04,
   Minisymposium MS49, Portland, OR, July 2004. Abstract p. 159.

\item  D. Daescu and \underline{A. Sandu}: ``Time Dependent Sensitivity
   Analysis and Parameter Estimation for Multiscale Systems'', SIAM
   Annual Meeting AN04, Minisymposium MS10, Portland, OR, July 2004.
   Abstract p. 131.

\item  \underline{A. Sandu}, D. Daescu, G.R. Carmichael, and T. Chai:
   ``Parallel Chemical Data Assimilation in Atmospheric Models'',
   SIAM Conference on Parallel Processing PP04, Session CP4, San
   Francisco, March 2004. Abstract p. 40.

\item  C. Belwal*, \underline{A. Sandu}, and E.M. Constantinescu*:
   ``Parallel Adaptive Simulations of Regional Air Quality'', SIAM
   Conference on Parallel Processing PP04, Session CP4, San
   Francisco, March 2004. Abstract p. 40.

\item D. Daescu, G.R. Carmichael, and \underline{A. Sandu}: 
  ``Assimilation of Chemical Measurements into Atmospheric Chemistry
  Transport Models'', SIAM Conference on Mathematical and
  Computational Issues in the Geosciences(GS03),  Austin, Texas,
  March 2003.       

\item \underline{A. Sandu} and C. T. Borden*:  ``Modeling the Dynamics
  and Chemistry of Atmospheric Aerosols'',  SIAM Conference on Computational
  Sciences and Engineering CSE03, Session CP29,  San Diego, February
  2003.       

\item \underline{A. Sandu} and D. Daescu: ``Discrete Adjoints for
   Stiff Systems'', SIAM Conference on Computational Sciences and Engineering
   CSE03, Session CP16,  San Diego, February 2003.

\item C.T. Borden* and \underline{A. Sandu}:  ``Numerical Treatment
  of Aerosol and Chemical Components in Air Quality Models'', SIAM
  50th Anniversary and 2002 Annual Meeting, Philadelphia, July 8-12,
  2002, abstract p. 118.        

\item D. Daescu and \underline{A. Sandu}: ``Adjoint Modeling For
     Chemical Reactions  Mechanisms: Discrete Versus Continuous'' ,
     5th Workshop on Adjoint Applications in Dynamic Meteorology,
     Mount Bethel, Pennsylvania, April 21-26, 2002.

\item \underline{A. Sandu} and D. Daescu: ``Automatic Generation Of
    Efficient Adjoints  For Chemical Kinetic Systems'',  5th Workshop
    on Adjoint Applications in Dynamic Meteorology, Mount Bethel,
    Pennsylvania, April 21-26, 2002.

\item \underline{A. Sandu}: ``Numerical Solutions of Particle
      Dynamics Equation'', 2001 SIAM Annual Meeting, pp. 139, San
      Diego,  California, July 9-13, 2001.

\item \underline{A. Sandu} and C.T. Borden*:  ``Computational Methods
      For  Atmospheric Aerosol Modeling'', 6th SIAM Conference on
      Mathematical and Computational Issues in the Geosciences
      (GS01), pp. 34, Boulder, Colorado, June 11-14, 2001.

\item  \underline{A. Sandu}: ``Preserving Natural Invariants in Numerical Chemical Kinetics'',
IMA workshop on Atmospheric Modeling, Minneapolis, March 14-19, 2000.

\item \underline{A. Sandu} and T. Schlick: ``Multiple Time Stepping with
     Langevin Dynamics'', Gordon Conference on Computational Chemistry, 
     Tilton School, Tilton, New Hampshire, June 28 - July 3, 1998.

\item \underline{A. Sandu}, G.R. Carmichael, and F.A. Potra: ``Coupled
     chemistry and Transport Computations in Air Quality Modeling'',
     International Conference on Air Pollution Modeling,
     Paris, 1998.

\item \underline{A. Sandu}: ``Fast Solvers For Atmospheric Chemistry'',
      REMAPE Conference, Copenhagen, September 1996.

\item \underline{A. Sandu}: ``Efficient QSSA Integrators for Atmospheric Chemistry'', Midwest
Numerical Analysis Day, the University of Iowa, Iowa City, April 1995.

\item  \underline{A. Sandu}: ``Reduced Order Robust Controllers'', 
International Conference on Informatics, Plovdiv, Bulgaria, 1989.

\item \underline{A. Sandu}: ``About Stability in Bi- And Tri- Positional
Control'', session for scientific papers for undergraduate students, 
section ``Regulators'', Bucharest, 1989.

\item \underline{A. Sandu} and M. Weiss: ``Kernel of an Operating System
for Networks Performing Multitasking'', session for scientific papers for
undergraduate students,  Sinaia, 1989.

\item  M. Weiss and \underline{A. Sandu}: ``Order Reduction of a
$H_infty$ Regulator'', session for scientific papers for undergraduate
students,  section ``Systems theory'', Bucharest, 1989.

\item  C. Georgescu  and \underline{A. Sandu}: ``Fliess Series and
Non-Linear  Applications'', session for scientific papers for
undergraduate students,  section ``Systems theory'', Bucharest, 1988.

\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Other (not published elsewhere)}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%\setcounter{enumi}{\thepubs}
       
\item \underline{A. Sandu} and T.Y. Gou*: ``Improvements of the 4D-Var
       CMAQ Model''. Report for the Houston Advanced Research Council for project
       H98 (Task 4), and for the Texas Commission on Environmental Quality, October
       2009.        
            
\item \underline{A. Sandu} and K. Singh*: ``Development of an Adjoint Model for
       CMAQ-4.5''. Report for the Houston Advanced Research Council for project
       H45C, and for the Texas Commission on Environmental Quality, March
       2007.        
 
\item \underline{A. Sandu}, L. Zhang*, and E.M. Constantinescu*: ``Sensitivity
	Analysis and  4D-Var Data Assimilation  Part I: July 2004 Episode''. 
	Report for the Houston Advanced Research Council for project H59, and
	for the Texas Commission on Environmental Quality, March 2007.       
      
\item \underline{A. Sandu}, L. Zhang*, and E.M. Constantinescu*: ``Sensitivity
       Analysis and  4D-Var Data Assimilation  Part II: June 2005 episode''. 
       Report for the Houston Advanced Research Council for project H59, and for
       the Texas Commission on Environmental Quality, March 2007.       
     
\item \underline{A. Sandu} and C.T. Borden*:  ``Discretizing Aerosol
       Dynamics with B-Splines'', Computer Science Technical Report
       CSTR-01-09,  Michigan Technological University, 2001.     

\item \underline{A. Sandu}:  ``Reduced Atmospheric Chemistry Models by
       Sensitivity Matrix Approach''.       Computer Science Technical
       Report CSTR-01-08,  Michigan Technological University, 2001.     

\item \underline{A. Sandu}:  ``A Spectral Method for Solving Aerosol
       Dynamics'', Computer Science Technical Report CSTR-01-04,  Michigan
       Technological University, 2001.     

\item A. Bamberger, Z. B. Dabaghi, E. Billette, A. Jaecker, P. Quandalle,
      and \underline{A. Sandu}: ``Mathematical and Numerical Analysis to
      Reduce Atmospheric Chemical  Model in Transport Convection
      Problem'', Institut Fran\c{c}ais du P\`{e}trole report no 43721,
      1997.

\item  V. Damian-Iordache, \underline{A. Sandu}, F.A. Potra, G.R.
    Carmichael,  and M. Damian-Iordache: ``Kpp - A Symbolic Preprocessor
    For Chemical Kinetics  - User's Guide'', {\em Center for Global and
    Regional Environmental Research}, The University of Iowa, 1995.  

\end{enumerate}
\setcounter{pubs}{\theenumi}


%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Books Edited}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%\setcounter{enumi}{\thepubs}

\item Proceedings of the 2010 Spring Simulation Multiconference, High Performance Computing Symposium, A. Sandu, L.T. Watson, and W. Thacker editors, Society for Modeling and Simulation International, Vista, California, 2010.

\item Proceedings of the 2009 Spring Simulation Multiconference, High Performance Computing Symposium, C. Ribbens, A. Sandu, W.I. Thacker editors, Society for Modeling and Simulation International, Vista, California, 2009.

\item Proceedings of the 2009 ACM symposium on Applied Computing,  Computational Sciences Track, A. Sandu and Y, Cao editors, 2347 pages,ISBN:978-1-60558-166-8, Association for Computing Machinery, New York, NY, 2009. 

\item Proceedings of the 2008 Spring Simulation Multiconference, High Performance Computing Symposium, M. Sosonkina, T. Haupt, C. Shaffer, and A. Sandu editors, Society for Modeling and Simulation International, Vista, California, 2008.

\item Proceedings of the 2004 ACM symposium on Applied Computing,  Computational Sciences Track, A. Sandu editor, 1733 pages, ISBN:1-58113-812-1, Association for Computing Machinery, New York, NY, 2004. 

\item Proceedings of the 2003 ACM symposium on Applied Computing,  Computational Sciences Track, A. Sandu editor, 1268 pages, ISBN:1-58113-624-2, Association for Computing Machinery, New York, NY, 2003. 

\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Reports}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%
\item \underline{A. Sandu} et al.: ``Whitepaper:
Fostering Interactions Between the Geosciences and
Mathematics, Statistics, and Computer Science''.
\end{enumerate}
%
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
\subentry{Invited Presentations}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%

\begin{enumerate}
%\setcounter{enumi}{\thepubs}

\item Open Problems in Data Assimilation, Bridging the Gap in Geosciences meeting, Princeton, NJ, October 2--4, 2012.

\item Tutorial on Data Assimilation, SAMSI Uncertainty QuantificationTransition Workshop, 
Durham, NC, May 21--23, 2012.

\item Tutorial on Data Assimilation, SAMSI Uncertainty Quantification Methodology Opening Workshop, 
Durham, NC, September 7, 2011.
Video lecture available at: \url{http://www.samsi.info/communications/adrian-sandu}

\item \underline{A. Sandu}: ``Variational Data Assimilation''. Lecture at SAMSI/Sandia 2011 summer school
on Uncertainty Quantification, Albuquerque, New Mexico, June 21-25, 2011.
Video lecture available at: \url{http://www.samsi.info/communications/dr-adrian-sandu-variational-data-assimilation-part-123-and-4}.

\item NIST, Aug. 2011.

\item Workshop Verwer65 on numerical integration of ODEs and PDEs.
Amsterdam, January 14-19, 2011.

\item NASA Goddard, September 2010.

\item Foothillls Lab, National Center for Atmospheric Research, March 2010.

\item University of Colorado, Computer Science Department, March 2010.

\item Colorado State University, Mathematics Department, February 2010.

\item Data Assimilation Workshop at NOAA, Boulder, Colorado, December 2009.

\item WRF-Chem Workshop, Boulder, Colorado, January 2009.

\item SANDIA CSRI Workshop on large Scale Inverse Problems and
      Quantification of Uncertainty, Santa Fe, September 2007.

\item NASA Langley (Dynamics and Control Division), July 12, 2007.

\item Harvard University -- Third GEOS-Chem users meeting, April 11, 2007.

\item NASA Langley (Atmospheric Chemistry Division), March 28, 2007.

\item %``Chemical Data Assimilation -- Fusing Models and Observations''.
     International Conference on Atmospheric Chemical Mechanisms, University of
     California at Davis, December 6--8, 2006.

\item NASA JPL (TES group science meeting), November 13, 2006.

\item NASA Langley (Control and Dynamics Division), October 24, 2006.

\item Atmospheric Chemistry Modeling Group, Harvard University,
      May 19, 2006.

\item Mathematics and Statistics Department, Portland State University,
      April 12-15, 2006.

\item Center for Advanced Air Quality Studies, University of Houston, Feb.
      14-17, 2006.

\item Jet Propulsion Laboratory, February 7-9, 2006.

\item NSF DDDAS Workshop, January 19-20, 2006.

\item Workshop on Chemical Data Assimilation and Data Needs for  Air
Quality Forecasting, Silver Spring, MD, June 20-22, 2005.

\item Florida State University, Feb. 20, 2005.

\item Oak Ridge National Laboratory, Nov. 14, 2004.

\item Environmental Protection Agency, Nov. 7, 2004.

\item %``KPP - A Software Environment for Treating Chemical Kinetics'',
National Institute of Science and Technology, May 25, 2004.

\item %``Numerical Solutions for Stiff Mechanical Systems'', 
Mechanical Engineering Department, Rensselaer Polytechnic
Institute, Feb. 6, 2004.

\item Computer Science Department, University of Illinois, 2003.

\item Computer Science Department, Clemson University, 2003.

\item Computer Science Department, University of Missouri, Columbia, 2002 .

\item Computer Science Department, Oklahoma State University, 2002.

\item %``Numerical Solutions for Stiff Mechanical Systems'', 
Mathematics and Statistics Department, University of Maryland
Baltimore County, April 2001.

\item %``Benchmarking stiff ODE solvers for
    %atmospheric chemistry problems (Rosenbrock methods)'', presented at
    TASC symposium, the Center for Mathematics and Computer Science (CWI),
    Amsterdam, 1996.

\item %``On the Sensitivity Analysis of Chemical Systems'', 
	Institut Fran\c{c}ais du P\`{e}trole, Paris, September 1995.

\end{enumerate}
\setcounter{pubs}{\theenumi}

%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%\subentry{Reports}
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%
%Note: Modified versions of some of the reports were 
%      subsequently published elsewhere.
%
%\begin{enumerate}
%%\setcounter{enumi}{\thepubs}
%
%\item \underline{A. Sandu}, D. Daescu, and G.R. Carmichael: 
%       ``KPP-1.2 -- Tools for Sensitivity Analysis of Chemical Systems'',
%       Computer Science Technical Report CSTR-02-01, 
%       Michigan Technological University, 2002.     
%     
%\item D. Daescu, \underline{A. Sandu}, and G.R. Carmichael: 
%       ``KPP-1.2 -- Applications of Chemical Sensitivity Analysis'',
%       Computer Science Technical Report CSTR-02-02, 
%       Michigan Technological University, 2002.     
%    
%\item \underline{A. Sandu}, D. Negrut, E. Haug, F.A. Potra, and C. Sandu: 
%       ``Rosenbrock-Nystrom Methods for SSODE of Multibody Dynamics'',
%       Computer Science Technical Report CSTR-01-06, 
%       Michigan Technological University, 2001.     
%     
%\item \underline{A. Sandu} and C. T. Borden: 
%       ``Discretizing Aerosol Dynamics with B-Splines'',
%       Computer Science Technical Report CSTR-01-09, 
%       Michigan Technological University, 2001.     
%
%\item \underline{A. Sandu}: ``A Newton-Cotes approach for solving the aerosol
%    coagulation equation''.
%    Computer Science Technical Report CSTR-01-02,  Michigan Technological University,  2001.  
%      
%\item \underline{A. Sandu} and C.T. Borden: ``A framework for the numerical treatment of
%    aerosol dynamics equation''.
%    Computer Science Technical Report CSTR-01-03,  Michigan Technological University,  2001.  
%      
%\item P. Miehe, \underline{A. Sandu}, G.R. Carmichael, Y. Tang, D. Daescu: 
%``A communication library for the parallelization of AQMs on structured grids''.
%    Computer Science Technical Report CSTR-01-05,  Michigan Technological University,  2001.  
%      
%\item V. Damian, \underline{A. Sandu}, M. Damian, G.R. Carmichael, and F.A. Potra: 
%``KPP -- a software environment for solving chemical kinetics''.
%    Computer Science Technical Report CSTR-01-07,  Michigan Technological University,  2001.  
%      
%     
%\item \underline{A. Sandu}: 
%       ``A Spectral Method for Solving Aerosol Dynamics'',
%       submitted to {\em Applied Numerical Mathematics}.      
%       Computer Science Technical Report CSTR-01-04, 
%       Michigan Technological University, 2001.     
%      
%\item \underline{A. Sandu}: ``Time-stepping methods that favor positivity for
%atmospheric chemistry''.
%    Computer Science Technical Report CSTR-00-01,  Michigan Technological University,  2000.  
%      
%\item D. Daescu, G.R. Carmichael,  and \underline{A. Sandu}: ``Adjoint
%    Implementation  of Rosenbrock Methods Applied to Variational
%    Data Assimilation''.
%    Computer Science Technical Report CSTR-99-06,  Michigan Technological University,  1999.  
%      
%\item \underline{A. Sandu}: ``Positive Integration Methods for Chemical Kinetic Systems''.
%    Computer Science Technical Report CSTR-99-05,  Michigan Technological University,  1999.  
%
%\item A. Bamberger, Z. B. Dabaghi, E. Billette, A. Jaecker,
%      P. Quandalle, and \underline{A. Sandu}: ``Mathematical and
%      numerical analysis to reduce atmospheric chemical 
%      model in transport convection problem'',
%%      submitted to {\em Atmospheric Environment},
%      Institut Fran\c{c}ais du P\`{e}trole report no 43721, 1997.
%      
%\item  \underline{A. Sandu}, J.G. Verwer, M. van Loon, G.R. Carmichael, F.A. Potra, D.
%Dabdub, and J.H. Seinfeld: ``Benchmarking stiff ode solvers for atmospheric chemistry
%problems I: implicit vs. explicit''. Report NM-9603,Centrum voor Wiskunde en Informatica,
%Amsterdam, 1996.
%      
%\item  \underline{A. Sandu}, J.G. Verwer, M. van Loon, E. Blom, E. Spee, 
%G.R. Carmichael: ``Benchmarking stiff ode solvers for atmosheric chemistry
%problems II: Rosenbrock solvers''. Report NM-9614,Centrum voor Wiskunde en Informatica,
%Amsterdam, 1996.
%
%\item  \underline{A. Sandu}, G.R. Carmichael, and F.A. Potra: 
%``Sensitivity Analysis for Atmospheric Chemistry Models via Automatic Differentiation''. 
%Report on Computational Mathematics No. 73, The University of Iowa, 1995.
%     
%
%\item  \underline{A. Sandu}, F.A. Potra, V. Damian, and G.R. Carmichael: 
%``Efficient Implementation of Fully implicit methods for
%atmospheric chemical kinetics''. 
%Report on Computational Mathematics No. 79, The University of Iowa, 1995.
%      
%\end{enumerate}

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