Videos

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Steps towards more human-like learning in machines Thumbnail

Steps towards more human-like learning in machines

Presenter
  • Josh Tenenbaum
April 16, 2020
IAS
Michele Pavanello - Learning functional theories of the 1- and 2-electron reduced density matrices Thumbnail

Michele Pavanello - Learning functional theories of the 1- and 2-electron reduced density matrices

Presenter
  • Michele Pavanello
April 1, 2025
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
Sitan Chen - Provably learning a multi-head attention layer - IPAM at UCLA Thumbnail

Sitan Chen - Provably learning a multi-head attention layer - IPAM at UCLA

Presenter
  • Sitan Chen
February 29, 2024
IPAM
Cross-species translation through computational analyses - implications for understanding and modifying psychiatric treatments Thumbnail

Cross-species translation through computational analyses - implications for understanding and modifying psychiatric treatments

Presenter
  • A. David Redish
February 19, 2020
IPAM
Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML Thumbnail

Computational Statistics Meets Materials Science: Advances in UQ, OED, and SciML

Presenter
  • Anh Tran
April 22, 2025
IMSI
Machine Learning in Materials Science: Recent Progress and Critical Next Steps Thumbnail

Machine Learning in Materials Science: Recent Progress and Critical Next Steps

Presenter
  • Rampi Ramprasad
September 26, 2016
IPAM
Christoph Ortner - Atomic Cluster Expansion with and Without Atoms - IPAM at UCLA Thumbnail

Christoph Ortner - Atomic Cluster Expansion with and Without Atoms - IPAM at UCLA

Presenter
  • Christoph Ortner
April 19, 2023
IPAM
Subspace Arrangements in Theory and Practice Thumbnail

Subspace Arrangements in Theory and Practice

Presenter
  • Robert Fossum
March 9, 2007
IMA
Multiscale and Data-driven Methods for the Simulation of Materials Failure Thumbnail

Multiscale and Data-driven Methods for the Simulation of Materials Failure

Presenter
  • James Kermode
April 11, 2024
IMSI

Topological Deep Learning of Biosciences

Presenter
  • Guo Wei Wei
July 30, 2025
ICERM
Generative and variational modeling for quantum many-body physics Thumbnail

Generative and variational modeling for quantum many-body physics

Presenter
  • Giuseppe Carleo
September 27, 2019
IPAM