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 propose LIGO-PINN, a framework using learned initialization via gated layerwise optimization to overcome convergence failures in physics-informed neural networks (PINNs). In evaluations on…