{"type": "article", "title": "Neural network surrogates fail to generalize across geometry families", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/neural-network-surrogates-fail-to-generalize-across-geometry-families", "original_source": "https://davidmashiah.com/notes/my-model-scored-perfect", "published": "2026-07-31T08:42:06+00:00", "accessed": "2026-07-31", "id": "neural-network-surrogates-fail-to-generalize-across-geometry-families"}