
IS16a - Neural PDE Solvers
Main Organizer:
Mr.
Paris Perdikaris
(
University of Pennsylvania
, Virgin Islands, USA
)
Chaired by:
Mr. Paris Perdikaris (University of Pennsylvania , Virgin Islands, USA)
Mr. Paris Perdikaris (University of Pennsylvania , Virgin Islands, USA)
Scheduled presentations:
-
Keynote
On solving/learning nonlinear PDEs with GPs
-
Scalable Neural Wavefunctions for Quantum Monte Carlo
-
Resolution Invariant Generative Models for Functional Data
-
Competitive Physics-Informed Networks
-
Scientific machine learning models for cardiovascular computational medicine
-
Combining data and models to enable surrogate-based automatic discovery of engineering solutions.