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Mingyang Xu

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#reinforcement learning Open access Oct 2026

ScienceRSI: Recursive Scientific Self-Improvement

Scientific AI can improve cumulatively when capabilities developed in one model become useful learning signals for the next. We introduce ScienceRSI, a framework for recursive scientific self-improvement organized around specialize, verify, transfer, and reuse. Compact experts develop complementary scientific capabilit...

Xun Xu, Jiaxian Yan, Zhicai Wang et al. · 0 citations
#protein folding Open access Oct 2026

Chain of Structures: Connecting Reasoning and Generation for Protein Design

Scientific design requires reasoning in scientific spaces that represent the objects being designed. Building on Scinetics' Chain of Science Tokens, we present chain-of-structures (COS) as a concrete protein-design case study that connects reasoning and generation through explicit structural states. In this technical r...

Qingran Cai, Mingyang Xu, Jiaxian Yan et al. · 0 citations

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