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Preprint Sep 2026

Autocata: Reaction-network-guided autonomous catalyst screening via capability-centric AI

Artificial intelligence (AI) has expanded the accessible space for catalyst discovery, yet executing complex screening campaigns still requires constant human intervention to bridge high-level reaction objectives with underlying computational pipelines. Here, we present Autocata, a knowledge-embedded autonomous agent t...

Rui-Li Li, R. Qi, Q. Mao et al. · 0 citations

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