### Distinguished Seminar Series in Computational Science and Engineering

May 11, 2023

Advanced Simulation and Computing at Stanford University

Gianluca Iaccarino

Stanford University

### Distinguished Seminar Series 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 Series in Computational Science and Engineering

March 23, 2023

Automated Model Discovery – A new paradigm in engineering science?

Ellen Kuhl

Stanford University

### Distinguished Seminar Series in Computational Science and Engineering

February 23, 2023

Self-Driving Laboratories for Molecular and Materials Discovery

Alán Aspuru-Guzik

University of Toronto

### Distinguished Seminar Series in Computational Science and Engineering

December 1, 2022

Numerical exploration of the ocean circulation on icy moons

John Marshall

MIT

### Distinguished Seminar Series 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 Series in Computational Science and Engineering

October 27, 2022

Open Access Benchmark Datasets and Metamodels for Problems in Mechanics

Emma Lejeune

Boston University

### Distinguished Seminar Series 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 Series 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 Series in Computational Science and Engineering

April 28, 2022

Planar Steklov problems: some divertissements

Nilima Nigam

Professor of Mathematics

Simon Fraser University

### Distinguished Seminar Series in Computational Science and Engineering

April 21, 2022

Artificial Intelligence and Scientific Computing for Fluid Mechanics

Petros Koumoutsakos, Harvard

### Distinguished Seminar Series in Computational Science and Engineering

March 31, 2022

How machine learning is taking over molecular modelling

Gábor Csányi, University of Cambridge

### Distinguished Seminar Series 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 Series 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 Series in Computational Science and Engineering

December 9, 2021

Optimization And Sampling Without Derivatives

Andrew Stuart, Caltech

### Distinguished Seminar Series in Computational Science and Engineering

November 18, 2021

Combustion Dynamics: Predictions and Insight Gained from Simulations and Diagnostics

Ahmed Ghoniem, MIT MechE

### Distinguished Seminar Series in Computational Science and Engineering

November 4, 2021

Numerically simulating particles with short-ranged interactions

Miranda Holmes-Cerfon, NYU

### Distinguished Seminar Series in Computational Science and Engineering

October 21, 2021

Machine Learning for Partial Differential Equations

Michael Brenner, Harvard

### Distinguished Seminar Series in Computational Science and Engineering

October 14, 2021

Data-Driven Design for Energy Materials

Kristin Persson, UC Berkeley

### Distinguished Seminar Series 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 Series in Computational Science and Engineering

April 29, 2021

Estimation of extreme event probabilities in complex systems governed by PDEs

Georg Stadler, NYU

### Distinguished Seminar Series 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 Series in Computational Science and Engineering

December 3, 2020

Towards DNS of Turbulent Combustion at the Exascale

Jacqueline Chen

### Distinguished Seminar Series in Computational Science and Engineering

November 19, 2020

Data science and multiscale modeling for chemical sciences, Dion G. Vlachos

### Distinguished Seminar Series 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 Series in Computational Science and Engineering

October 22, 2020

Differentiable Physics Simulations for Deep Learning Algorithms

### Distinguished Seminar Series 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