Videos

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Methodological Aspects of Predictive Data Analytics and VC-theory

Presenter
  • Vladimir Cherkassky
February 2, 2016
IMA
Learning nonlocal neural operators for material modeling Thumbnail

Learning nonlocal neural operators for material modeling

Presenter
  • Yue Yu
May 14, 2024
IMSI
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
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
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
Ralf Drautz - From electrons to the simulation of materials - IPAM at UCLA Thumbnail

Ralf Drautz - From electrons to the simulation of materials - IPAM at UCLA

Presenter
  • Ralf Drautz
May 3, 2023
IPAM
Towards a Science of Security Games: Key Algorithmic Principles, Deployed Applications and Research Challenges Thumbnail

Towards a Science of Security Games: Key Algorithmic Principles, Deployed Applications and Research Challenges

Presenter
  • Milind Tambe
July 23, 2015
IPAM