IS16a - Neural PDE Solvers
Corresponding Organizer: Mr. Paris Perdikaris (University of Pennsylvania)
Chaired by:
Mr. Paris Perdikaris (University of Pennsylvania , Virgin Islands, USA)
Mr. Paris Perdikaris (University of Pennsylvania , Virgin Islands, USA)
Scheduled presentations:
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Keynote
On solving/learning nonlinear PDEs with GPs
H. Owhadi* -
Scalable Neural Wavefunctions for Quantum Monte Carlo
J. Richter Powell* -
Resolution Invariant Generative Models for Functional Data
J. Seidman*, G. Kissas, G. Pappas, P. Perdikaris -
Competitive Physics-Informed Networks
Q. Zeng, Y. Kothari, S. Bryngelson, F. Schaefer* -
Scientific machine learning models for cardiovascular computational medicine
S. Pagani*, F. Regazzoni, L. Dede', A. Quarteroni -
Combining data and models to enable surrogate-based automatic discovery of engineering solutions.
R. Pestourie*