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Xin-Ying Cai

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#artificial intelligence Preprint Sep 2026

Learning Transferable Reaction Mechanisms from Visual Chemical Knowledge

This work introduces MechaVLM, a visual framework that combines transferable chemical representations with external mechanistic knowledge that establishes strong zero-shot mechanism prediction and generalizes beyond mechanism prediction to atom mapping and reaction center prediction.

Yu-Jian Yuan, Jia-Xin Xu, Xin-Ying Cai et al. · 0 citations

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