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Learning topological structure in neural population codes
Presenter
- Chad Giusti
October 20, 2023
ICERM
Learning Reduced-Order Models for Cardiovascular Simulations using Graph Neural Networks
Presenter
- Luca Pegolotti
June 6, 2023
ICERM
Structure-Preserving Learning of High-Dimensional Lagrangian and Hamiltonian Systems
Presenter
- Boris Krämer
January 8, 2025
ICERM
Machine learning constitutive models of inelastic materials with microstructure
Presenter
- Reese Jones
June 6, 2023
ICERM
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