Mengfan Wu

1 articles · 3 co-authors · latest: 2026-04-04
22 citations · h-index 3 · 5 papersData: Semantic Scholar

We have retold 1 papers by this author. most often about: thermal conductivity, quantum simulator, topological insulator. 3 co-authors across our retellings.

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Materials2026-04-041 minarXiv:2604.03547express
AI Finds Materials That Barely Conduct Heat
Heat flows through matter like water through pipes: sometimes fast, sometimes barely. Engineers seek materials that almost don't let heat pass — like clogged pipes. Such insulators are vital for energy saving and devices that turn heat into electricity. The neural network KappaFormer quickly evaluates the "throughput" of an atomic structure.