Shital Adhikari

New research tackles PINN training failures with learned initialization and LLM-guided design

Two new research papers explore methods to improve the training and design of physics-informed neural networks (PINNs). The first paper introduces LIGO-PINN, a framework that uses learned initialization to overcome conv…