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Si-Xuan Mi

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#artificial intelligence Preprint Sep 2026

Autonomous Chemical Mechanistic Discovery through Agentic Reasoning and Validation

ARCHE is introduced, an autonomous agentic system that integrates a general-purpose reasoning model, a domain-specialized computational chemistry model, and a structured tool registry to transform mechanistic inquiry into a scalable, self-validating process.

Dong Li, Si-Xuan Mi, Zi-Hao Ye et al. · 0 citations
Open access Jul 2026

Improvements in chemical reaction pathway exploration algorithms and dataset generation

Chemical reaction networks provide a comprehensive framework for understanding complex reaction systems, in which reaction path exploration is a critical component. In this study, molecular structures are represented as bond-electron matrices, and reaction candidates are systematically enumerated through matrix transfo...

Zhaojia Dong, Hanwen Zhang, Bowen Li et al. · 0 citations

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