Videos

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Introductory Workshop: Kinetic Theory & Stochastic Partial Differential Equations: Some Aspects of Numerical Methods for Kinetic Equations and High Dimensional Scientific Computing: I Thumbnail

Introductory Workshop: Kinetic Theory & Stochastic Partial Differential Equations: Some Aspects of Numerical Methods for Kinetic Equations and High Dimensional Scientific Computing: I

Presenter
  • Yingda Chen
August 26, 2025
SLMath
Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA Thumbnail

Yuanqi Du - Bridging Non-equilibrium Simulation and Probabilistic Machine Learning - IPAM at UCLA

Presenter
  • Yuanqi Du
July 16, 2025
IPAM
Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control Thumbnail

Towards a Digital Twin Framework with Uncertainty Quantification: Machine Learning, Bayesian Optimization and Model Predictive Control

Presenter
  • Wei Chen
April 23, 2025
IMSI
Exploiting linear models for transferability and long-range interactions Thumbnail

Exploiting linear models for transferability and long-range interactions

Presenter
  • Julien Lam
April 11, 2024
IMSI
Big Data in Nanoporous Materials Design: Science beyond Understanding Thumbnail

Big Data in Nanoporous Materials Design: Science beyond Understanding

Presenter
  • Berend Smit
March 25, 2024
IMSI

Leveraging Multi-time Hamilton Jacobi PDEs for Certain Scientific Machine Learning Problems

Presenter
  • Paula Chen
June 9, 2023
ICERM
Maxim Ziatdinov - From Human-Centric to AI-Driven Experimentation Workflows for Materials Thumbnail

Maxim Ziatdinov - From Human-Centric to AI-Driven Experimentation Workflows for Materials

Presenter
  • Maxim Ziatdinov
May 2, 2023
IPAM
Ian Robinson - Progress towards Machine Learning Phasing for Bragg Coherent Diffractive Imaging Thumbnail

Ian Robinson - Progress towards Machine Learning Phasing for Bragg Coherent Diffractive Imaging

Presenter
  • Ian Robinson
October 13, 2022
IPAM
Gero Friesecke - Fast algorithm for the strong-interaction limit of density functional theory Thumbnail

Gero Friesecke - Fast algorithm for the strong-interaction limit of density functional theory

Presenter
  • Gero Friesecke
March 29, 2022
IPAM
Random batch method for interacting particle systems and mean field limit Thumbnail

Random batch method for interacting particle systems and mean field limit

Presenter
  • Jian-Guo Lui
November 3, 2021
IMSI

Reliability, Robustness and Minipatch Learning

Presenter
  • Genevera Allen
April 11, 2021
ICERM
From classical statistics to modern machine learning Thumbnail

From classical statistics to modern machine learning

Presenter
  • Mikhail Belkin
May 23, 2019
IPAM