Yanming Wang
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2026
EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics
EvoMD-LLM introduces a novel framework that models reactive molecular dynamics as a symbolic temporal language problem, enabling LLMs to accurately predict complex, time-evolving chemical processes.
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Papers
cs.AIRecentMay 28, 2026
EvoMD-LLM: Learning the Language of Species Evolution in Reactive Molecular Dynamics
Zhichen Tang, Zhengzheng Dang, Yulin Chen, Jixin Wu +2 more
EvoMD-LLM introduces a novel framework that models reactive molecular dynamics as a symbolic temporal language problem, enabling LLMs to accurately predict complex, time-evolving chemical processes.
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