04:00
2026-07-17
arxiv.org
machine-learning
LIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks
Researchers introduced LIGO-PINN, a learned initialization framework using gated layerwise optimization to address convergence failures in physics-informed neural networks (PINNs). The method achieved…