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Probabilistic data fusion and physics-informed machine learning: A new paradigm for modeling and computation under uncertainty
Presenter
- Paris Perdikaris
September 28, 2018
IPAM
Overcoming gradient pathologies in constrained neural networks
Presenter
- Paris Perdikaris
October 29, 2019
IPAM
An effective closure model for computational hemodynamics
Presenter
- Paris Perdikaris
January 21, 2014
ICERM
Understanding and mitigating gradient flow pathologies in physics-informed neural networks
Presenter
- Paris Perdikaris
April 21, 2020
ICERM