Videos

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


Presenter
  • Luca Pegolotti
June 6, 2023
ICERM

On Learning Operators

Presenter
  • Siddhartha Mishra
June 6, 2023
ICERM

Structure-Preserving Learning of High-Dimensional Lagrangian and Hamiltonian Systems

Presenter
  • Boris Krämer
January 8, 2025
ICERM

Operator Learning For Solving PDE-related Problems.

Presenter
  • zecheng zhang
June 7, 2023
ICERM

Multifidelity Deep Operator Networks

Presenter
  • Amanda Howard
June 7, 2023
ICERM

Machine learning constitutive models of inelastic materials with microstructure

Presenter
  • Reese Jones
June 6, 2023
ICERM

Transfer learning for surrogate models of PDEs

Presenter
  • Adrienne Propp
June 6, 2023
ICERM

Understanding and mitigating gradient flow pathologies in physics-informed neural networks

Presenter
  • Paris Perdikaris
April 21, 2020
ICERM

Injectivity and Stability for Geometric Deep Learning

Presenter
  • Nadav Dym
July 9, 2026
ICERM

Beyond Schrödinger Bridges for Learning Trajectories from Snapshots

Presenter
  • Renato Berlinghieri
January 13, 2026
ICERM
Learning dynamical systems from time- and frequency-response data Thumbnail

Learning dynamical systems from time- and frequency-response data

Presenter
  • Serkan Gugercin
November 11, 2025
IMSI

Building GSpyNetTree-II: a gravitational-wave signal vs glitch classifier for the fourth LIGO-Virgo-KAGRA observing run

Presenter
  • Sofia Alvarez-Lopez
June 6, 2025
ICERM