Videos

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Physics Constrained Machine Learning for Scientific Computing

Presenter
  • Danielle Robinson
March 23, 2024
ICERM
Algorithms, Approximation, and Learning in Market and Mechanism Design: "Stable Matching as Transportation" Thumbnail

Algorithms, Approximation, and Learning in Market and Mechanism Design: "Stable Matching as Transportation"

Presenter
  • Federico Echenique
November 6, 2023
SLMath
Lisa Lee - Learning to Explore with Scalable Supervision Thumbnail

Lisa Lee - Learning to Explore with Scalable Supervision

Presenter
  • Lisa Lee
February 16, 2022
IPAM
The Effectiveness of Nonconvex Tensor Completion: Fast Convergence and Uncertainty Quantification Thumbnail

The Effectiveness of Nonconvex Tensor Completion: Fast Convergence and Uncertainty Quantification

Presenter
  • Yuxin Chen
May 19, 2021
IPAM
Functions with average smoothness: structure, algorithms, and learning Thumbnail

Functions with average smoothness: structure, algorithms, and learning

Presenter
  • Aryeh Kontorovich
April 12, 2021
IMSI
High Performance Computing and Data science interfaces to predict, control and understand Fluid Mechanics Thumbnail

High Performance Computing and Data science interfaces to predict, control and understand Fluid Mechanics

Presenter
  • Petros Koumoutsakos
November 8, 2018
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
Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Covariant neural network architectures for learning physics Thumbnail

Covariant neural network architectures for learning physics

Presenter
  • Risi Kondor
November 18, 2019
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
The Convergence of Big Data and Extreme Simulation Thumbnail

The Convergence of Big Data and Extreme Simulation

Presenter
  • David Keyes
September 24, 2018
IPAM
On the Communication Complexity of Classification Problems Thumbnail

On the Communication Complexity of Classification Problems

Presenter
  • Roi Livni
February 27, 2018
IAS