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Author

Chen-Yu Zhu

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#artificial intelligence Preprint Oct 2026

2d-fet-bench: from spatial reasoning to fet design on flakes

Field-effect transistor (FET) layouts on exfoliated two-dimensional flakes are typically drawn by hand for each flake, placing contacts and gates to match its position and outline in optical micrographs. To our knowledge, no executable benchmark tests whether language-model agents can perform this flake-specific constr...

Dun-Zhi Zhou, Chen-Yu Zhu, Gang Qiu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

ChestPheNoT: Deployable, Auditable Label-Status-Evidence Extraction from Radiology Reports

CHESTPHENOT is a compact 0.5-3B language model that jointly extracts finding labels, three-class status (present/absent/uncertain), and verbatim supporting evidence spans and demonstrates that locally deployable models can provide competitive and directly auditable radiology-report extraction without relying on externa...

Kai Yu, Chen-Yu Zhu, Zai-Fu Zhan et al. · 0 citations

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