A metalearning approach for Physics-Informed Neural Networks (PINNs): Application to parameterized PDEs

Document Details

Document Type
Pub Defense Publication
Publication Date
Mar 01, 2023
Source ID
10.1016/j.jcp.2023.111912

Entities

People

  • Akil Narayan
  • Michael Penwarden
  • Robert M. Kirby
  • Shandian Zhe

Organizations

  • Air Force Office of Scientific Research

Tags

Technology Areas

  • AI & ML
  • AI & ML - Bayesian Inference
  • AI & ML - Machine Learning Algorithms
  • AI & ML - Neural Networks