{"type": "article", "title": "LIGO-PINN: Learned Initialization via Gated Optimization to Alleviate Convergence Failures in Physics Informed Neural Networks", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/ligo-pinn-learned-initialization-via-gated-optimization-to-alleviate-convergence", "original_source": "https://arxiv.org/abs/2607.14233", "published": "2026-07-17T04:00:00+00:00", "accessed": "2026-07-17", "id": "ligo-pinn-learned-initialization-via-gated-optimization-to-alleviate-convergence"}