Videos

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Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation Thumbnail

Accelerating Scientific Discovery through Interpretable Machine Learning and Intelligent Experimentation

Presenter
  • Peter Frazier
October 16, 2019
IPAM

Dynamics and symmetries in neural network learning

Presenter
  • Stefanie Jegelka
June 8, 2023
ICERM

Local approximation of operators

Presenter
  • HRUSHIKESH MHASKAR
June 7, 2023
ICERM
Hybrid-Cooperative Learning for PDEs Thumbnail

Hybrid-Cooperative Learning for PDEs

Presenter
  • Enrique Zuazua
October 27, 2025
IMSI
Li Wang - Learning-enhanced structure preserving particle methods for Landau equation - IPAM at UCLA Thumbnail

Li Wang - Learning-enhanced structure preserving particle methods for Landau equation - IPAM at UCLA

Presenter
  • Li Wang
July 15, 2025
IPAM

Train Small, Model Big: Data-Driven Scaleup for Large-Scale Physical Simulations

Presenter
  • Youngsoo Choi
January 9, 2025
ICERM
Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy Thumbnail

Carlos Oscar Sorzano - Machine learning for Single Particle Analysis by Cryo-Electron Microscopy

Presenter
  • Carlos Sorzano
November 14, 2022
IPAM
Guang Lin - Scalable algorithms for Bayesian deep learning via stochastic gradient Monte Carlo Thumbnail

Guang Lin - Scalable algorithms for Bayesian deep learning via stochastic gradient Monte Carlo

Presenter
  • Guang Lin
July 16, 2025
IPAM
Learning nonlocal neural operators for material modeling Thumbnail

Learning nonlocal neural operators for material modeling

Presenter
  • Yue Yu
May 14, 2024
IMSI
Mahdi Soltanolkotabi - Machine Learning and Computational Imaging Thumbnail

Mahdi Soltanolkotabi - Machine Learning and Computational Imaging

Presenter
  • Mahdi Soltanolkotabi
September 13, 2022
IPAM
Gaussian Process Regression Constrained by Boundary Value Problems Thumbnail

Gaussian Process Regression Constrained by Boundary Value Problems

Presenter
  • Mamikon Guilan
September 1, 2022
IMSI
Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA Thumbnail

Wei Zhu - Structure-preserving machine learning and data-driven structure discovery - IPAM at UCLA

Presenter
  • Wei Zhu
July 18, 2025
IPAM