Videos

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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
Lars Ruthotto - Mixed-Precision Algorithms for Training Neural ODEs - IPAM at UCLA Thumbnail

Lars Ruthotto - Mixed-Precision Algorithms for Training Neural ODEs - IPAM at UCLA

Presenter
  • Lars Ruthotto
July 14, 2025
IPAM
Beyond Gradient Descent: Realizing the Power of Higher Order Solvers on Scalable Platforms Thumbnail

Beyond Gradient Descent: Realizing the Power of Higher Order Solvers on Scalable Platforms

Presenter
  • Ananth Grama
November 7, 2018
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
Towards prediction uncertainty for computational physics-based models, agent-based models, and machine learning models Thumbnail

Towards prediction uncertainty for computational physics-based models, agent-based models, and machine learning models

Presenter
  • Dave Higdon
May 19, 2025
IMSI
Boris Kozinsky - Uncertainty-aware machine learning models of many-body atomic interactions Thumbnail

Boris Kozinsky - Uncertainty-aware machine learning models of many-body atomic interactions

Presenter
  • Boris Kozinsky
April 17, 2023
IPAM
Ben Recht - Splitting the difference between deep and shallow solutions of inverse problems Thumbnail

Ben Recht - Splitting the difference between deep and shallow solutions of inverse problems

Presenter
  • Ben Recht
November 30, 2022
IPAM
Blending physics and machine learning to improve climate projections Thumbnail

Blending physics and machine learning to improve climate projections

Presenter
  • Laure Zanna
October 9, 2020
IMSI