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Summer Program

Classical and Quantum Approaches in Molecular Modeling

July 23-August 3, 2007
Organizers:
Eric Cancès CERMICS, Ecole Nationale des Ponts et Chaussées
Giovanni Ciccotti Physics, University of Roma La Sapienza
Benedict Leimkuhler Mathematics, University of Edinburgh
Nicola Marzari Materials Science and Engineering, Massachusetts Institute of Technology
Yousef Saad Computer Science and Engineering, University of Minnesota
Gustavo E. Scuseria Chemistry, Rice University
Robert D. Skeel Computer Science, Purdue University
Mark E. Tuckerman Chemistry and Courant Institute, New York University

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Description:

This workshop is devoted to computational molecular modeling both via classical approaches (emphasized in week 1) and quantum approaches (emphasized in week 2). Both weeks will include talks at the introductory level (Monday-Tuesday) as well at the research frontier (Wednesday-Friday).

Primary themes of the workshop are:

  • Classical approaches
    • Stochastic-dynamic techniques, sampling methods, and nonequilibrium simulation
    • Reaction coordinates, reaction pathways, and free energy computations
    • Methods for incorporating quantum mechanics in molecular dynamics: QM/MM and on-the-fly force fields
  • Quantum approaches
    • New achievements in Density Functional Theory
    • Quantum simulation of large systems

Introductory lectures during the first week will be given by Giovanni Ciccotti, Ben Leimkuhler, Robert Skeel, and Mark Tuckerman and will survey:

  1. molecular dynamics and computational statistical mechanics
  2. force fields and multiple time-scale simulation
  3. approaches to incorporating quantum mechanics, polarizable force fields, and QM/MM
  4. reaction coordinates, rare events and sampling along reaction pathways
  5. non-equilibrium modeling techniques

Introductory lectures during the second week will be given by Eric Cancès, and Youssef Saad and will cover:

  1. wavefunction methods
  2. Density Functional Theory
  3. basic numerical methods: discretization on basis sets, linear algebra, SCF algorithms
  4. exploration of potential energy surfaces
  5. linear scaling methods

Schedule

Week 1: Monday | Tuesday | Wednesday | Thursday | Friday | Saturday | Sunday | 
Week 2: Monday | Tuesday | Wednesday | Thursday | Friday | 
  Monday, July 23
Themes for Birds of a Feather Sessions will be specified on Day 1.
8:30a-9:15a Registration and coffee   EE/CS 3-176
9:15a-9:30a Welcome and introduction Douglas N. Arnold (University of Minnesota) EE/CS 3-180
9:30a-10:30a Introduction to molecular dynamics Robert D. Skeel (Purdue University) EE/CS 3-180
10:30a-11:00a Coffee   EE/CS 3-176
11:00a-12:00p Statistical mechanics and molecular dynamics Mark E. Tuckerman (New York University) EE/CS 3-180
12:00p-2:00p Lunch    
2:00p-3:00p Dynamical equations and numerical integrators Benedict Leimkuhler (University of Edinburgh) EE/CS 3-180
3:00p-3:30p Coffee    
3:30p-5:30p Hands-on computer session on MD simulation (parallel session)

VMD and NAMD software packages/tutorials

Eric Barth (Kalamazoo College), Stephen Bond (University of Illinois at Urbana-Champaign), Robert D. Skeel (Purdue University), Chris R. Sweet (University of Notre Dame) EE/CS 3-180 hands-on computer session

EE/CS 3-230 parallel session  
3:30p-4:00p Integrators for highly oscillatory Hamiltonian systems: an homogenization approach Frédéric Legoll (École Nationale des Ponts-et-Chaussées) EE/CS 3-230 
4:00p-4:30p Analysis and computational studies of the ergodicity of the Nose-Hoover thermostat Mitchell Luskin (University of Minnesota) EE/CS 3-230 
  Tuesday, July 24
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:30a Free energy calculations and the potential of mean force Mark E. Tuckerman (New York University) EE/CS 3-180
10:30a-11:00a Coffee   EE/CS 3-176
11:00a-12:00p Molecular sampling Robert D. Skeel (Purdue University) EE/CS 3-180
12:00p-2:00p Lunch    
2:00p-3:00p Constraints and coarse graining Giovanni Ciccotti (Università di Roma "La Sapienza") EE/CS 3-180
3:00p-3:30p Coffee   EE/CS 3-176
3:30p-5:00p Hands-on computer session (parallel session)

VMD and NAMD software packages/tutorials

Eric Barth (Kalamazoo College), Stephen Bond (University of Illinois at Urbana-Champaign), Robert D. Skeel (Purdue University), Chris R. Sweet (University of Notre Dame) EE/CS 3-180 hands-on computer session

EE/CS 3-230 parallel session  
3:30p-4:00p Towards a mathematical justification of kinetic theory Florian Theil (University of Warwick) EE/CS 3-230 
4:00p-4:30p Analysis of a lattice model for phase transitions and derivation of kinetic relations Johannes Zimmer (University of Bath) EE/CS 3-230 
5:00p-6:30p Reception and Poster Session
Lind Hall 400
Molecular modelling the structure and dynamics of alginate oligosaccharides Hoda Abdel-Aal Bettley (University of Manchester)
Method for determination of Hubbard model phase diagram from optical lattice experiments by two parameter scaling Vivaldo L. Campo (University of Minnesota)
Absolute entropy and free energy of free and bound states of a mobile loop of alpha-amylase using the hypothetical scanning method Srinath Cheluvaraja (University of Pittsburgh)
A comparison of maximum likelihood and weighted residual approximations to the potential of mean force Eric C. Cyr (University of Illinois at Urbana-Champaign)
Objective structures and their applications Kaushik Dayal (University of Minnesota)
Modelling of local defects in crystals Amélie Deleurence (École Nationale des Ponts-et-Chaussées (ENPC))
A systematic method to explore possible silicon tip structures used in AFM Seyed-Alireza Ghasemi (Universität Basel)
Multilevel summation method for Coulomb interactions David J. Hardy (University of Illinois at Urbana-Champaign)
Conformational reinvestigation of two cyclic pentapeptides: to a generic approach in drug development Pieter Hendrickx (University of Ghent (UG))
An ab initio molecular dynamics simulation of solid CL-20: mechanism and kinetics of thermal decomposition Olexandr Isayev (Jackson State University)
Numerical method for solving stochastic differential equations with non-Gaussian noise Changho Kim (Korea Advanced Institute of Science and Technology (KAIST))
Particle-Scaling function (P3S) algorithm for electrostatic problems in free boundary conditions Alexey Neelov (Universität Basel)
Temperature-regulated microcanonical dynamics Emad Noorizadeh (University of Edinburgh)
A Bell-Evans-Polanyi principle for molecular dynamics trajectories and its implications for global optimization Shantanu Roy (Universität Basel)
Uniqueness of the density-to-potential mapping in excited-state density-functional theory Prasanjit Samal (University of Minnesota)
Precision problems in density functional development for better molecular modeling Michael Teter (Cornell University)
Mesoscopic model for the fluctuating hydrodynamics of binary and ternary mixtures Erkan Tüzel (North Dakota State University)
New numerical algorithms and software for minimizing biomolecular potential energy functions Dexuan Xie (University of Wisconsin)
  Wednesday, July 25
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:30a Transition pathways of rare events Eric Vanden-Eijnden (New York University) EE/CS 3-180
10:30a-11:00a Coffee   EE/CS 3-176
11:00a-12:00p Rate constants Giovanni Ciccotti (Università di Roma "La Sapienza"), Mark E. Tuckerman (New York University) EE/CS 3-180
12:00p-2:00p Lunch    
2:00p-3:00p Adaptive methods for free energy computation and coarse-graining strategies Eric Felix Darve (Stanford University) EE/CS 3-180
3:00p-3:30p Coffee   EE/CS 3-176
3:30p-4:25p "Birds of a feather" sessions:

Data Abstractions
(Robert D. Skeel, coordinator)
EECS 3-180

Coarse Graining
(Claude Le Bris, coordinator)
EECS 3-111

  EECS 3-180
EECS 3-111 
4:35p-5:30p "Birds of a feather" sessions:

Thermostatting
(Stephen Bond and Frederic Legoll, coordinators)
EECS 3-180

Collective Variables
(Giovanni Ciccotti and Eric Vanden-Eijnden), coordinators
EECS 3-111

  EECS 3-180
EECS 3-111 
  Thursday, July 26
8:45a-9:15a Coffee   EE/CS 3-176
9:15a-9:55a Milestoning, extending time scale of molecular simulations Ron Elber (University of Texas) EE/CS 3-180
9:55a-10:55a Nanomechanics of biomolecules Christof Schütte (Freie Universität Berlin) EE/CS 3-180
10:55a-11:20a Coffee   EE/CS 3-176
11:20a-11:40a A reduced stochastic model for shock and detonation waves Gabriel Stoltz (École Nationale des Ponts-et-Chaussées (ENPC)) EE/CS 3-180
11:40a-12:00p Efficient implementation of adaptively biased molecular dynamics Celeste Sagui (North Carolina State University) EE/CS 3-180
12:00p-12:15p Group Photo    
12:15p-2:00p Lunch    
2:00p-2:40p Normal mode partitioning of Langevin dynamics for the simulation of biomolecules Jesus A. Izaguirre (University of Notre Dame) EE/CS 3-180
2:40p-3:00p Hybrid Monte Carlo methods Chris R. Sweet (University of Notre Dame) EE/CS 3-180
3:00p-3:30p Coffee   EE/CS 3-176
3:30p-3:50p Efficient modeling of solvent environments Michael Feig (Michigan State University) EE/CS 3-180
3:50p-4:10p Cluster optimization in protein docking Julie C. Mitchell (University of Wisconsin) EE/CS 3-180
4:10p-4:30p Umbrella sampling for non-equilibrium processes Aaron R. Dinner (University of Chicago) EE/CS 3-180
4:30p-5:00p Second Chances (Benedict Leimkuhler, moderator)
EE/CS 3-180
Reduced phase spaces in molecular dynamics: Coupling of overall rotation and internal motions in a generalized Eckart frame * Florence J. Lin (University of Southern California)
6:30p-8:30p Group dinner at Kikugawa   Kikugawa at Riverplace
43 Main St. SE. Minneapolis, MN (612) 378-3006 
  Friday, July 27
8:45a-9:15a Coffee   EE/CS 3-176
9:15a-9:55a Coarse-graining the free energy of atomistic systems: a mathematical approach Claude Le Bris (École Nationale des Ponts-et-Chaussées (ENPC)) EE/CS 3-180
9:55a-10:15a Estimating accuracy in classical molecular simulation Stephen Bond (University of Illinois at Urbana-Champaign) EE/CS 3-180
10:15a-10:35a Adaptive methods for molecular dynamics Tony Lelievre (Ecole Nationale des Ponts et Chaussees) EE/CS 3-180
10:35a-11:00a Coffee   EE/CS 3-176
11:00a-11:20a Boundary conditions for non-equilibrium molecular dynamics simulation Xiantao Li (Pennsylvania State University) EE/CS 3-180
11:20a-11:40a Quantum reaction rates Raymond Kapral (University of Toronto) EE/CS 3-180
11:40a-2:00p Lunch    
2:00p-2:40p Accelerated molecular dynamics methods Arthur F. Voter (Los Alamos National Laboratory)  
2:40p-3:00p Coffee   EE/CS 3-176
3:00p-3:20p MD modelling of primary damage production in displacement cascades Roman Voskoboynikov (University of Cambridge) EE/CS 3-180
3:20p-3:40p Thermal boundary conditions for molecular dynamics simulations Simon P.A. Gill (University of Leicester) EE/CS 3-180
3:40p-4:00p Protein materials balance strength, energy dissipation and robustness by selecting nanopatterned, hierarchical features Markus J. Buehler (Massachusetts Institute of Technology) EE/CS 3-180
4:00p-4:30p Second Chances   EE/CS 3-180
  Saturday, July 28
8:30a-9:00a Coffee   EE/CS 3-176
9:00a-9:40a Quantum Drude models : A complete description of polarization and dispersion Glenn Martyna (IBM Corporation) EE/CS 3-180
9:40a-10:00a Effective normal modes from finite temperature molecular dynamics simulations Rodolphe Vuilleumier (Université de Paris VI (Pierre et Marie Curie)) EE/CS 3-180
10:00a-10:20a Direct calculation of interfacial free energy using molecular simulation Brian Laird (University of Kansas) EE/CS 3-180
10:20a-11:00a Coffee   EE/CS 3-176
11:00a-11:20a Aspects of nonautonomous molecular dynamics Michel Cuendet (Swiss Institute of Bioinformatics) EE/CS 3-180
11:20a-12:00p Second chances and closing discussion: Topics suggested during concluding discussion of week 1   EE/CS 3-180
  Sunday, July 29
No activity scheduled.
  Monday, July 30
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:45a Introduction to quantum chemistry and ab initio calculations of interatomic potentials Eric Cances (CERMICS) EE/CS 3-180
10:45a-11:15a Coffee   EE/CS 3-176
11:15a-12:30p Numerical algorithms for density functional theory Yousef Saad (University of Minnesota) EE/CS 3-180
12:30p-2:30a Lunch    
2:30p-3:30p Density functional theory for periodic systems Eric Cances (CERMICS) EE/CS 3-180
3:30p-4:00p Coffee   EE/CS 3-176
4:00p-5:00p Numerical algorithms for density functional theory (continued) Yousef Saad (University of Minnesota) EE/CS 3-180
  Tuesday, July 31
9:00a-9:30a Coffee   EE/CS 3-176
9:30a-10:45a Density-functional practice Nicola Marzari (Massachusetts Institute of Technology) EE/CS 3-180
10:45a-11:15a Coffee   EE/CS 3-176
11:15a-12:30p Electronic correlations and Hubbard approaches Matteo Cococcioni (University of Minnesota) EE/CS 3-180
12:30p-2:30a Lunch    
2:30p-3:30p Tutorial on static calculations Matteo Cococcioni (University of Minnesota), Ismaila Dabo (Massachusetts Institute of Technology) EE/CS 3-180
3:30p-4:00p Coffee   EE/CS 3-176
4:00p-5:30p Tutorial on Car-Parrinello molecular dynamics Nicola Marzari (Massachusetts Institute of Technology), Arash A. Mostofi (University of Cambridge) EE/CS 3-180
  Wednesday, August 1
8:30a-9:00a Coffee   EE/CS 3-176
9:00a-10:00a Real space pseudopotentials applied to nanoscale systems James R. Chelikowsky (University of Texas) EE/CS 3-180
10:00a-10:15a Coffee   EE/CS 3-176
10:15a-11:15a Density-functional theory and its generalizations: legendre transform, constrained search, open problems Paul W. Ayers (McMaster University) EE/CS 3-180
11:15a-11:30a Coffee   EE/CS 3-176
11:30a-12:00p Static and dynamic response in O(N) Matt Challacombe (Los Alamos National Laboratory) EE/CS 3-180
12:00p-12:30p Novel materials for quantum computing Nicholas M. Harrison (Imperial College London) EE/CS 3-180
12:30p-2:30a Lunch    
2:30p-3:00p Theoretical description of electrons in single molecule magnets Ernest R. Davidson (University of Washington) EE/CS 3-180
3:00p-4:00p A consistent, linear-response approach to LDA+U Matteo Cococcioni (University of Minnesota) EE/CS 3-180
4:00p-4:30p Real-space finite difference method for O(N) first-principles molecular dynamics with plane waves accuracy Jean-Luc Fattebert (Lawrence Livermore National Laboratory) EE/CS 3-180
4:30p-4:45p Group Photo    
4:45p-6:15p Poster Session
Lind Hall 400
Molecular modelling the structure and dynamics of alginate oligosaccharides Hoda Abdel-Aal Bettley (University of Manchester)
Method for determination of Hubbard model phase diagram from optical lattice experiments by two parameter scaling Vivaldo L. Campo (University of Minnesota)
Real-space corrections for electrostatic interactions in periodic boundary conditions Ismaila Dabo (Massachusetts Institute of Technology)
Objective structures and their applications Kaushik Dayal (University of Minnesota)
Modelling of local defects in crystals Amélie Deleurence (École Nationale des Ponts-et-Chaussées (ENPC))
A systematic method to explore possible silicon tip structures used in AFM Seyed-Alireza Ghasemi (Universität Basel)
Conformational reinvestigation of two cyclic pentapeptides: to a generic approach in drug development Pieter Hendrickx (University of Ghent (UG))
An ab initio molecular dynamics simulation of solid CL-20: mechanism and kinetics of thermal decomposition Olexandr Isayev (Jackson State University)
Numerical method for solving stochastic differential equations with non-Gaussian noise Changho Kim (Korea Advanced Institute of Science and Technology (KAIST))
Particle-Scaling function (P3S) algorithm for electrostatic problems in free boundary conditions Alexey Neelov (Universität Basel)
A Bell-Evans-Polanyi principle for molecular dynamics trajectories and its implications for global optimization Shantanu Roy (Universität Basel)
Uniqueness of the density-to-potential mapping in excited-state density-functional theory Prasanjit Samal (University of Minnesota)
Local exchange potentials: A mathematical viewpoint Gabriel Stoltz (École Nationale des Ponts-et-Chaussées (ENPC))
Precision problems in density functional development for better molecular modeling Michael Teter (Cornell University)
Mesoscopic model for the fluctuating hydrodynamics of binary and ternary mixtures Erkan Tüzel (North Dakota State University)
New numerical algorithms and software for minimizing biomolecular potential energy functions Dexuan Xie (University of Wisconsin)
  Thursday, August 2
8:30a-9:00a Coffee   EE/CS 3-176
9:00a-10:00a Wavelets for electronic structure calculations and electrostatic problems Stefan Goedecker (Universität Basel) EE/CS 3-180
10:00a-10:15a Coffee   EE/CS 3-176
10:15a-11:15a Exchange and correlation in electronic systems: the hole story Axel D. Becke (Dalhousie University) EE/CS 3-180
11:15a-11:30a Coffee   EE/CS 3-176
11:30a-12:00p Efficient Kohn-Sham density functional calculations using the Gaussian and plane waves approach Jürg Hutter (Universität Zürich) EE/CS 3-180
12:00p-12:30p Van der Waals interactions in density functional theory David Langreth (Rutgers University) EE/CS 3-180
12:30p-2:30p Lunch    
2:30p-3:00p Linear-scaling density-functional calculations with plane-waves Arash A. Mostofi (University of Cambridge) EE/CS 3-180
3:00p-3:30p A Linear-scaling AO-based MP2 method for large molecules by rigorous integral estimates Christian Ochsenfeld (Eberhard-Karls-Universität Tübingen) EE/CS 3-180
3:30p-4:00p Coffee   EE/CS 3-176
4:00p-5:30p Second Chances session on fast algorithms   EE/CS 3-180
6:30p-8:30p Group dinner at Caspian Bistro   Caspian Bistro 2418 University Ave SE Minneapolis, MN 55414
(612) 623-1113 
  Friday, August 3
8:30a-9:00a Coffee   EE/CS 3-176
9:00a-9:30a Dealing with spatial regions Andreas Savin (Université de Paris VI (Pierre et Marie Curie)) EE/CS 3-180
9:30a-10:00a Kohn-Sham methods for implicit density functionals Viktor N. Staroverov (University of Western Ontario) EE/CS 3-180
10:00a-10:30a QM/MM studies on enzymes Walter Thiel ( Max-Planck-Institut für Kohlenforschung) EE/CS 3-180
10:30a-11:00a Coffee   EE/CS 3-176
11:00a-11:30a New density functionals: a meta GGA and three hybrid meta GGAs with good performance for thermochemistry, thermochemical kinetics, noncovalent interactions, and spectroscopy Donald G. Truhlar (University of Minnesota) EE/CS 3-180
11:30a-12:00p Orbital-Corrected Orbital-Free density functional theory Yan Alexander Wang (University of British Columbia) EE/CS 3-180
12:00p-12:30p Materials at ultra-high PTs: the coming of age of planetary materials theory Renata Wentzcovitch (University of Minnesota) EE/CS 3-180
12:30p-2:30a Lunch    
2:30p-3:00p Orbital-free embedding potential: properties, approximations, and the use in computer simulations to couple quantum chemical and classical levels of description Tomasz A. Wesolowski (Université de Genève) EE/CS 3-176
3:00p-4:30p Second Chances session on DFT   EE/CS 3-180

LIST OF CONFIRMED PARTICIPANTS

Name Department Affiliation
Hoda Abdel-Aal Bettley Pharmacy Department University of Manchester
Nikhil Chandra Admal Aerospace Engineering & Mechanics Department University of Minnesota
Douglas N. Arnold Institute for Mathematics and its Applications University of Minnesota
Nii Attoh-Okine Department of Civil Engineering University of Delaware
Paul W. Ayers Department of Chemistry McMaster University
Eric Barth Department of Mathematics and Computer Science Kalamazoo College
John Baxter Institute for Mathematics and its Applications University of Minnesota
Axel D. Becke Department of Chemistry Dalhousie University
Guy Bencteux Department of Scientific Computation Électricité de France
Dan Bolintineanu CEMS University of Minnesota
Stephen Bond Department of Computer Science University of Illinois at Urbana-Champaign
Sara Bonella   Scuola Normale Superiore
Sebastien Boyaval CERMICS Ecole Nationale des Ponts et Chaussees
Markus J. Buehler Department of Civil and Environmental Engineering Massachusetts Institute of Technology
Leslie Button Department of Modeling and Simulation Corning
Vivaldo L. Campo Department of Chemical Engineering and Materials Science University of Minnesota
Eric Cances ENPC CERMICS
Pierre Carrier Chemical Engineering Material Science University of Minnesota
Matt Challacombe   Los Alamos National Laboratory
Adam Chamberlin Chemistry University of Minnesota
James R. Chelikowsky Institute for Computational Engineering and Sciences University of Texas
Srinath Cheluvaraja Department of Computational Biology University of Pittsburgh
Ting-Lan Chin CEMS University of Minnesota
Jun Kyung Chung Physics University of Minnesota
Giovanni Ciccotti Department of Physics Università di Roma "La Sapienza"
Matteo Cococcioni Department of Chemical Engineering and Materials Science University of Minnesota
Christopher J. Cramer Department of Chemistry University of Minnesota
Michel Cuendet Molecular Modeling Group Swiss Institute of Bioinformatics
Eric C. Cyr Siebel Center for Computer Science University of Illinois at Urbana-Champaign
Ismaila Dabo CERMICS Massachusetts Institute of Technology
Eric Felix Darve Department of Mechanical Engineering Stanford University
Bonhommeau Andre David Department of Chemistry University of Minnesota
Ernest R. Davidson Department of Chemistry University of Washington
Kaushik Dayal Department of Aerospace Engineering and Mechanics University of Minnesota
Amélie Deleurence CERMICS École Nationale des Ponts-et-Chaussées (ENPC)
Aaron R. Dinner Department of Chemistry University of Chicago
Matthew Dobson Math University of Minnesota
Kenneth R. Driessel Department of Mathematics Iowa State University
Traian Dumitrico Mechanical Engineering University of Minnesota
Ron Elber Department of Chemistry and Biochemistry University of Texas
Jean-Luc Fattebert Center for Applied Scientific Computing Lawrence Livermore National Laboratory
Michael Feig Department of Biochemistry and Molecular Biology Michigan State University
Laura Gagliardi Department of Physical Chemistry Université de Genève
Timur Gatanov Department of Physics Harvard University
Seyed-Alireza Ghasemi Department of Physics and Astronomy Universität Basel
Manik Ghosh Department of Chemistry Kyungpook National University
Simon P.A. Gill Department of Engineering University of Leicester
Stefan Goedecker Department of Physics and Astronomy Universität Basel
Sergei Grudinin   Forschungszentrum Jülich
Venkata Suresh Reddy Guthikonda Aerospace Engineering & Mechanics University of Minnesota
Woods Halley   University of Minnesota
David J. Hardy Department of Computer Science University of Illinois at Urbana-Champaign
Nicholas M. Harrison The Department of Chemistry Imperial College London
Carsten Hartmann Institut für Mathematik Freie Universität Berlin
Pieter Hendrickx Department of Chemistry University of Ghent (UG)
Andres Heyden Chemistry University of Minnesota
Tony Hill CEMS University of Minnesota
Jürg Hutter Physikalisch-Chemisches Institut Universität Zürich
Olexandr Isayev Chemistry, Computational Center for molecular Structure and Intercations Jackson State University
Jesus A. Izaguirre Department of Computer Science and Engineering University of Notre Dame
Alexander Izzo Department of Mathematics and Statistics Bowling Green State University
Manish Jain Corporate Research-3M 3M
Richard D. James Department of Aerospace Engineering and Mechanics University of Minnesota
Raymond Kapral Department of Chemistry University of Toronto
Dan Karls Department of Aerospace Engineering University of Minnesota
Abdelouahab Kenoufi Institute of Physics Universität Basel
Changho Kim Department of Chemistry Korea Advanced Institute of Science and Technology (KAIST)
Hyungjun Kim Department of Chemistry California Institute of Technology
Si-Jo Kim Department of Chemicial Engineering Andong National University
Daniel Kroll Department of Physics North Dakota State University
Leeor Kronik Materials and Interfaces Weizmann Institute of Science
Brian Laird Department of Chemistry University of Kansas
David Langreth Department of Physics and Astronomy Rutgers University
Claude Le Bris CERMICS École Nationale des Ponts-et-Chaussées (ENPC)
Chang Hyeong Lee Department of Mathematical Sciences Worcester Polytechnic Institute
Frédéric Legoll LAMI École Nationale des Ponts-et-Chaussées
Benedict Leimkuhler School of Mathematics University of Edinburgh
Tony Lelievre CERMICS Ecole Nationale des Ponts et Chaussees
Anton Leykin Institute for Mathematics and its Applications University of Minnesota
Qizhen Li Department of Chemical and Metallurgical Engineering University of Nevada
Xiantao Li Department of Mathematics Pennsylvania State University
Florence J. Lin Department of Mathematics University of Southern California
Liping Liu Department of applied science and engineering California Institute of Technology
Xinlian Liu Department of Computer Science Hood College
Marie Lopez del Puerto School of Physics and Astronomy University of Minnesota
Jianfeng Lu Program in Applied and Computational Mathematics Princeton University
Mitchell Luskin School of Mathematics University of Minnesota
Glenn Martyna   IBM Corporation
Nicola Marzari Department of Materials Science and Engineering Massachusetts Institute of Technology
Julie C. Mitchell Departments of Mathematics and Biochemistry University of Wisconsin
Michal Mlejnek Department of Modeling and Simulation Corning
Robert Molt Jr Chemical Physics University of Minnesota
Arash A. Mostofi Cavendish Laboratory University of Cambridge
Alexey Neelov Department of Physics and Astronomy Universität Basel
Olalla Nieto Faza Department of Chemistry University of Minnesota
Emad Noorizadeh School of Mathematics University of Edinburgh
Christian Ochsenfeld Institut für Physikalische und Theoretische Chemie Eberhard-Karls-Universität Tübingen
Keith Promislow Department of Mathematics Michigan State University
Aravind Rammohan Department of Modeling and Simulation Corning
Andres Reyes Department of Chemistry National University of Colombia
Shantanu Roy Institute of Physics Universität Basel
Qing Ruan Department of Mathematics Pennsylvania State University
Yousef Saad Department of Computer Science University of Minnesota
Celeste Sagui Department of Physics North Carolina State University
Prasanjit Samal Department of Chemical Engineering and Materials Science University of Minnesota
Julien Saur CERMICS École Nationale des Ponts-et-Chaussées (ENPC)
Andreas Savin Laboratoire de Chimie Théorique Université de Paris VI (Pierre et Marie Curie)
Abdallah Sayyed-Ahmad Chemical Engineering and Material Sciences University of Minnesota
Arnd Scheel Institute for Mathematics and its Applications University of Minnesota
Christof Schütte Fachbereich Mathematik und Informatik Freie Universität Berlin
Gustavo E. Scuseria Department of Chemistry Rice University
Chehrzad Shakiban Institute of Mathematics and its Application University of Minnesota
Juanfang Shen Department of Mathematics Purdue University
Robert D. Skeel Department of Computer Science Purdue University
Viktor N. Staroverov Department of Chemistry University of Western Ontario
Gabriel Stoltz CERMICS École Nationale des Ponts-et-Chaussées (ENPC)
Chris R. Sweet Department of Computer Science and Engineering University of Notre Dame
Stephen Taylor Department of Mathematics University of Auckland
Michael Teter   Cornell University
Florian Theil Mathematics Institute University of Warwick
Walter Thiel   Max-Planck-Institut für Kohlenforschung
Donald G. Truhlar Supercomputer Institute and Department of Chemistry University of Minnesota
Igor Tsukerman Department of Electrical and Computer Engineering University of Akron
Mark E. Tuckerman Department of Chemistry New York University
Erkan Tüzel   North Dakota State University
Paolo Valentini Aerospace University of Minnesota
Eric Vanden-Eijnden Courant Institute of Mathematical Sciences New York University
Kochuparambil Deenamma Vargheese Department of Modeling and Simulation Corning
Sorkin Viacheslav Department of Aerospace Engineering and Mechanics University of Minnesota
Roman Voskoboynikov Materials Science and Metallurgy University of Cambridge
Arthur F. Voter Theoretical Division Los Alamos National Laboratory
Rodolphe Vuilleumier Laboratoire de Physique Théorique des Liquides Université de Paris VI (Pierre et Marie Curie)
Sinisa Vukovic Department of Chemistry University of Toronto
Feng Wang Department of Chemical Physics Kent State University
Yan Alexander Wang Chemistry Department University of British Columbia
Renata Wentzcovitch Department of Chemical Engineering and Materials Science University of Minnesota
Tomasz A. Wesolowski Department of Physical Chemistry Université de Genève
Di Wu Department of Mathematics Western Kentucky University
Seongho Wu Department of Statistics University of Minnesota
Zhijun Wu Department of Mathematics Iowa State University
Dexuan Xie Department of Mathematical Sciences University of Wisconsin
Xiangrong Xin Department of Biomedical Engineering University of Minnesota
Peter Zhang Cardiac Rhythm Disease Management Medtronic
Yan Zhaw Chemistry University of Minnesota
Jingjing Zheng Chemistry University of Minnesota
Yunkai Zhou Department of Mathematics Southern Methodist University
Johannes Zimmer Department of Mathematical Sciences University of Bath