Distinguished Seminar in Computational Science and Engineering
December 5, 2024
Leveraging nonlinear latent dynamics of high-dimensional systems for data-driven predictions
Benjamin Peherstorfer
New York University
Read MoreDistinguished Seminar in Computational Science and Engineering
November 21, 2024
Astrophysical Fluid Dynamics at Exascale
James Stone
Institute for Advanced Study (IAS), Princeton
Distinguished Seminar in Computational Science and Engineering
October 24, 2024
Numerical methods for Boltzmann equation and related models
Giacomo Dimarco
University of Ferrara, Italy
Distinguished Seminar in Computational Science and Engineering
September 26, 2024
Structured Matrix Approximations via Tensor Decompositions
Misha Kilmer
Tufts University
Distinguished Seminar in Computational Science and Engineering
May 16, 2024
Stochastic Dissipative Euler's Equations
Pep Español
Universidad Nacional de Educación a Distancia in Madrid
Distinguished Seminar in Computational Science and Engineering
April 4, 2024
When Optimal Transportation Meets PDE-Based Inverse Problems
Yunan Yang
Cornell University
Distinguished Seminar in Computational Science and Engineering
February 8, 2024
Eigenmatrix for Unstructured Sparse Recovery
Lexing Ying
Stanford University
Distinguished Seminar in Computational Science and Engineering
December 7, 2023
No Equations, No Variables, No Space and No Time: Data and the Modeling of Complex Systems
Yannis Kevrekidis
John Hopkins and Princeton University
Distinguished Seminar in Computational Science and Engineering
November 16, 2023
Immersed Finite Element Methods: Opportunities, Challenges, and Recent Advances
John Evans
University of Colorado Boulder
Distinguished Seminar in Computational Science and Engineering
October 12, 2023
A New Generation of Global Climate Models Augmented by AI
Laure Zanna
New York University
Distinguished Seminar in Computational Science and Engineering
May 11, 2023
Advanced Simulation and Computing at Stanford University
Gianluca Iaccarino
Stanford University
Distinguished Seminar in Computational Science and Engineering
April 6, 2023
Learning physics-based models from data: Perspectives from projection-based model reduction
Karen Willcox
The University of Texas at Austin
Distinguished Seminar in Computational Science and Engineering
March 23, 2023
Automated Model Discovery – A new paradigm in engineering science?
Ellen Kuhl
Stanford University
Distinguished Seminar in Computational Science and Engineering
February 23, 2023
Self-Driving Laboratories for Molecular and Materials Discovery
Alán Aspuru-Guzik
University of Toronto
Distinguished Seminar in Computational Science and Engineering
December 1, 2022
Numerical exploration of the ocean circulation on icy moons
John Marshall
MIT
Distinguished Seminar in Computational Science and Engineering
November 17, 2022
Capturing the First Portrait of Our Milky Way's Black Hole & Beyond
Katie Bouman
California Institute of Technology
Distinguished Seminar in Computational Science and Engineering
October 27, 2022
Open Access Benchmark Datasets and Metamodels for Problems in Mechanics
Emma Lejeune
Boston University
Distinguished Seminar in Computational Science and Engineering
October 13, 2022
Geometric Shallow Learning
(for interatomic potentials and other particle systems)
Christoph Ortner
University of British Columbia
Distinguished Seminar in Computational Science and Engineering
May 5, 2022
Viscoelastic Behavior of Liquid Crystal Elastomers
Thao (Vicky) Nguyen
Johns Hopkins Whiting School of Engineering
Distinguished Seminar in Computational Science and Engineering
April 28, 2022
Planar Steklov problems: some divertissements
Nilima Nigam
Professor of Mathematics
Simon Fraser University
Distinguished Seminar in Computational Science and Engineering
April 21, 2022
Artificial Intelligence and Scientific Computing for Fluid Mechanics
Petros Koumoutsakos, Harvard
Distinguished Seminar in Computational Science and Engineering
March 31, 2022
How machine learning is taking over molecular modelling
Gábor Csányi, University of Cambridge
Distinguished Seminar in Computational Science and Engineering
March 3, 2022
Nonlinear Preconditioning for Implicit Solution of Discretized PDEs
David Keyes (King Abdullah University of Science and Technology)
Distinguished Seminar in Computational Science and Engineering
February 24, 2022
Quantum embedding methods for simulations of materials on quantum computers
Giulia Galli (Univ. of Chicago & Argonne National Lab)
Distinguished Seminar in Computational Science and Engineering
December 9, 2021
Optimization And Sampling Without Derivatives
Andrew Stuart, Caltech
Distinguished Seminar in Computational Science and Engineering
November 18, 2021
Combustion Dynamics: Predictions and Insight Gained from Simulations and Diagnostics
Ahmed Ghoniem, MIT MechE
Distinguished Seminar in Computational Science and Engineering
November 4, 2021
Numerically simulating particles with short-ranged interactions
Miranda Holmes-Cerfon, NYU
Distinguished Seminar in Computational Science and Engineering
October 21, 2021
Machine Learning for Partial Differential Equations
Michael Brenner, Harvard
Distinguished Seminar in Computational Science and Engineering
October 14, 2021
Data-Driven Design for Energy Materials
Kristin Persson, UC Berkeley
Distinguished Seminar in Computational Science and Engineering
May 13, 2021
Bayesian neural networks for weak solution of PDEs with uncertainty quantification
Krishna Garikipati
Professor, MechE & Math
Univ. Michigan
Distinguished Seminar in Computational Science and Engineering
April 29, 2021
Estimation of extreme event probabilities in complex systems governed by PDEs
Georg Stadler, NYU
Distinguished Seminar in Computational Science and Engineering
February 25, 2021
High-Fidelity Large-Scale Atomistic Simulations of Materials using LAMMPS, SNAP Interatomic Potentials & Massively Parallel Computers
Aidan Thompson
Distinguished Seminar in Computational Science and Engineering
December 3, 2020
Towards DNS of Turbulent Combustion at the Exascale
Jacqueline Chen
Distinguished Seminar in Computational Science and Engineering
November 19, 2020
Data science and multiscale modeling for chemical sciences, Dion G. Vlachos
Distinguished Seminar in Computational Science and Engineering
November 12, 2020
Earth System Modeling 2.0: Toward Data-Informed Climate Models With Quantified Uncertainties
Tapio Schneider
Distinguished Seminar in Computational Science and Engineering
October 22, 2020
Differentiable Physics Simulations for Deep Learning Algorithms
Distinguished Seminar in Computational Science and Engineering
October 8, 2020
Quantum numerical linear algebra
Seminar: Hybrid modeling: best of both worlds? / Pierre Gentine
February 6, 2020
Title: Hybrid modeling: best of both worlds?
Speaker: Pierre Gentine
Associate Professor, Earth & Environmental Engineering
Columbia University
CCE Seminar: Deep Neural Networks for Inverse Modeling/Eric Darve
November 21, 2019
Deep Neural Networks for Inverse Modeling
Eric Darve, Professor of Mechanical Engineering and Computational Mathematics
Stanford University
CCE Seminar: Sometimes all we have left are pictures and fear/Daniel Simpson
October 24, 2019
Daniel Simpson
Assistant Professor of Statistical Sciences
University of Toronto
CCE Seminar: Making the Deep Learning Revolution Practical through Second Order Methods/Michael Mahoney
October 3, 2019
Michael W. Mahoney
ICSI and Department of Statistics, UC Berkeley
Piecewise deterministic Markov chain Monte Carlo
May 2, 2019
Speaker: Arnaud Doucet
MIT Distinguished Seminar Series in Computational Science and Engineering
Numerical differential geometry
April 25, 2019
Speaker: Lek-Heng Lim
MIT Distinguished Seminar Series in Computational Science and Engineering
A new class of variational methods for multiphysics interfacial problems, data driven modeling, and error estimation
April 11, 2019
Speaker: Arif Masud
MIT Distinguished Seminar Series in Computational Science and Engineering
Machine learning for materials
April 4, 2019
Speaker: Efthimios Kaxiras
MIT Distinguished Seminar Series in Computational Science and Engineering
Spectral POD and resolvent analysis of turbulent flows
December 13, 2018
Speaker: Tim Colonius
MIT Distinguished Seminar Series in Computational Science and Engineering
Making Sparse Fast
December 6, 2018
Speaker: Saman Amarasinghe
MIT Distinguished Seminar Series in Computational Science and Engineering
Physics-informed learning machines for physical systems
November 13, 2018
Speaker: George Karniadakis
MIT Distinguished Seminar Series in Computational Science and Engineering
The richness of computational engineering at MIT: Observations on advocacy and stewardship
October 25, 2018
Speaker: Sidney Yip
MIT Distinguished Seminar Series in Computational Science and Engineering
Learning and Geometry for Stochastic Dynamical Systems in High Dimensions
April 26, 2018
Speaker: Mauro Maggioni
MIT Distinguished Seminar Series in Computational Science and Engineering
Volumetric Shape Analysis from Boundary Representations
March 1, 2018
Speaker: Justin Solomon
MIT Distinguished Seminar Series in Computational Science and Engineering
Optimization Methods for Training Neural Networks
February 8, 2018
Speaker: Jorge Nocedal
MIT Distinguished Seminar Series in Computational Science and Engineering
Physics-based Animation at Pixar
November 2, 2017
Speaker: Fernando de Goes
MIT Distinguished Seminar Series in Computational Science and Engineering
Between Kinetic Theory and Navier Stokes – Modeling Fluids at the Mesoscale
October 5, 2017
Speaker: John Bell
MIT Distinguished Seminar Series in Computational Science and Engineering