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Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
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
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
Giulia Luise - Learning to optimize transport plans - IPAM at UCLA
Presenter
- Giulia Luise
May 19, 2025
IPAM
Learning Interaction laws in particle- and agent-based systems
Presenter
- Mauro Maggioni
March 18, 2025
IMSI
Physical constraints in machine learning models of electronic and atomic interactions
Presenter
- Boris Kozinsky
March 26, 2024
IMSI
Perspectives and Practice for Scientific Machine Learning in Process Systems: Dynamic Surrogacy and Causal Discovery
Presenter
- Jordan Jalving
March 24, 2024
ICERM
Hsin Yuan Huang (Robert) - Learning theory in the quantum universe - IPAM at UCLA
Presenter
- Hsin-Yuan Huang
September 15, 2023
IPAM
A Method for Computing Inverse Parametric PDE Problems with Randomized Neural Networks
Presenter
- Suchuan Dong
June 9, 2023
ICERM