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Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
ICERM
Overcoming gradient pathologies in constrained neural networks
Presenter
- Paris Perdikaris
October 29, 2019
IPAM
Probabilistic data fusion and physics-informed machine learning: A new paradigm for modeling and computation under uncertainty
Presenter
- Paris Perdikaris
September 28, 2018
IPAM
An effective closure model for computational hemodynamics
Presenter
- Paris Perdikaris
January 21, 2014
ICERM
A varifold approach to surface approximation and curvature estimation on point clouds
Presenter
- Blanche Buet
April 5, 2019
IPAM
Rank optimality for the Burer-Monteiro factorization
Presenter
- Irène Waldspurger
February 12, 2019
IPAM
