{"type": "article", "title": "Loss Landscape Diagnosis for Gradient-Based Gray-Scott System Inversion: Disentangling the Roles of PINN Components", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/loss-landscape-diagnosis-for-gradient-based-gray-scott-system-inversion-the-of", "original_source": "https://arxiv.org/abs/2606.11258", "published": "2026-06-12T04:00:00+00:00", "accessed": "2026-06-13", "id": "loss-landscape-diagnosis-for-gradient-based-gray-scott-system-inversion-the-of"}