Videos

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Bayesian and Equivariant Force Fields for the Description of Metals in their Bulk, Surface, and Nano-Scale Forms Thumbnail

Bayesian and Equivariant Force Fields for the Description of Metals in their Bulk, Surface, and Nano-Scale Forms

Presenter
  • Cameron Owen
April 10, 2024
IMSI
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Accelerated materials innovation using AI/ML and Digital Twins Thumbnail

Accelerated materials innovation using AI/ML and Digital Twins

Presenter
  • Surya Kalidindi
April 24, 2025
IMSI
Aidan Thompson - LAMMPS simulation: physics models, machine-learning potentials, exascale computing Thumbnail

Aidan Thompson - LAMMPS simulation: physics models, machine-learning potentials, exascale computing

Presenter
  • Aidan Thompson
March 27, 2023
IPAM
Coordinates, governing equations and limits of model discovery Thumbnail

Coordinates, governing equations and limits of model discovery

Presenter
  • J. Nathan Kutz
October 16, 2019
IPAM
David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA Thumbnail

David Bortz - Weak form SciML for Learning Models on Different Scales - IPAM at UCLA

Presenter
  • David Bortz
October 7, 2025
IPAM
Locating Outliers in Large Matrices with Adaptive Compressive Sampling Thumbnail

Locating Outliers in Large Matrices with Adaptive Compressive Sampling

Presenter
  • Jarvis Haupt
December 8, 2015
IMA
Exact Combinatorial Optimization with Graph Convolutional Neural Networks Thumbnail

Exact Combinatorial Optimization with Graph Convolutional Neural Networks

Presenter
  • Laurent Charlin
February 24, 2021
IPAM
The Convergence of Big Data and Extreme Simulation Thumbnail

The Convergence of Big Data and Extreme Simulation

Presenter
  • David Keyes
September 24, 2018
IPAM

Utilizing Numerical Optimization to Improve the Utility of Data-Based Forecasting Models

Presenter
  • Genetha Gray
October 13, 2017
IMA
Data Manifolds as Priors for Inverse Problems: From Regularization to Representation Thumbnail

Data Manifolds as Priors for Inverse Problems: From Regularization to Representation

Presenter
  • Jiequn Han
June 10, 2025
IMSI
Component-based Reduced Order Modeling for Digital Twins of Large Scale Industrial Assets Thumbnail

Component-based Reduced Order Modeling for Digital Twins of Large Scale Industrial Assets

Presenter
  • David Knezevic
February 4, 2025
IMSI