Videos

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Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience Thumbnail

Artificial intelligence with uncertainty quantification can plug gaps in climate science and inform multi sector resilience

Presenter
  • Auroop Ganguly
October 31, 2022
IMSI
Enhancing CFD simulations for digital twins by model reduction and scientific machine learning Thumbnail

Enhancing CFD simulations for digital twins by model reduction and scientific machine learning

Presenter
  • Gianluigi Rozza
November 12, 2025
IMSI

On Learning Operators

Presenter
  • Siddhartha Mishra
June 6, 2023
ICERM
Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations Thumbnail

Probabilistic forecast of extreme heat waves using convolutional neural networks and rare event simulations

Presenter
  • Freddy Bouchet
November 2, 2022
IMSI
Sparse Random Features for Function Approximation Thumbnail

Sparse Random Features for Function Approximation

Presenter
  • Rachel Ward
April 13, 2021
IMSI

Predictive data science for physical systems- From model reduction to scientific machine learning

Presenter
  • Karen Willcox
February 20, 2020
ICERM
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