{"type": "article", "title": "Overcoming \"Physics Shock\" in Earth Observation A Heteroscedastic Uncertainty Framework for PINN-based Flood Inference", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/overcoming-physics-shock-in-earth-observation-a-heteroscedastic-uncertainty-for", "original_source": "https://arxiv.org/abs/2605.24106", "published": "2026-05-26T04:00:00+00:00", "accessed": "2026-07-10", "id": "overcoming-physics-shock-in-earth-observation-a-heteroscedastic-uncertainty-for"}