University of Pennsylvania, Philadelphia, Pennsylvania, USA; Department of Computer Science, Virginia Tech, Blacksburg, Virginia, USA
Arka Daw, Jie Bu, Sifan Wang, Paris Perdikaris, Anuj Karpatne
Mitigating Propagation Failures in Physics-informed Neural Networks using Retain-Resample-Release (R3) Sampling