SetPINNs: Set-based Physics-informed Neural Networks

Mayank Nagda, Phil Ostheimer, Thomas Specht +5

Physics-Informed Neural Networks (PINNs) solve partial differential equations using deep learning. However, conventional PINNs perform pointwise predictions that neglect dependenci…