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Closed-Loop Bayesian Molecular Inverse Design with Semantic LLM Surrogates

Xu, Yaoyao et al.
arXiv (OAI Expanded) · Papers
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computation-and-language
Practical molecular inverse design is rarely a one-shot generation problem; it often takes the form of closed-loop candidate-pool enrichment, where under a limited oracle budget the goal is to increase the fraction of generated molecules that match a desired property profile. Bayesian optimization (
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