Videos

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Transfer learning for surrogate models of PDEs

Presenter
  • Adrienne Propp
June 6, 2023
ICERM

On Learning Operators

Presenter
  • Siddhartha Mishra
June 6, 2023
ICERM
Tradeoffs between Robustness and Accuracy Thumbnail

Tradeoffs between Robustness and Accuracy

Presenter
  • Percy Liang
April 16, 2020
IAS
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

GWSkyNet: an LVK machine learnig pipeline for gravitational wave candidate evaluation

Presenter
  • Mervyn Chan
June 6, 2025
ICERM

Public Code Packages to Visualise and Optimise Gravitational Wave Surrogate Models

Presenter
  • Lucy Thomas
June 3, 2025
ICERM
Leveraging machine learning techniques to support planning and emergency response management for storm surge risk Thumbnail

Leveraging machine learning techniques to support planning and emergency response management for storm surge risk

Presenter
  • Alex Taflanidis
March 3, 2025
IMSI
Diverse data generation for machine learning potentials Thumbnail

Diverse data generation for machine learning potentials

Presenter
  • Danny Perez
April 9, 2024
IMSI

Learning Neural Operators for Complex Physical System Modeling

Presenter
  • Yue Yu
June 9, 2023
ICERM

Learning to Predict using Network of Spiking Neurons

Presenter
  • Biswadeep Chakraborty
June 8, 2023
ICERM

Representation equivalent Neural Operators

Presenter
  • Rima Alaifari
June 7, 2023
ICERM

Learning Reduced-Order Models for Cardiovascular Simulations using Graph Neural Networks


Presenter
  • Luca Pegolotti
June 6, 2023
ICERM