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News/A Human-in-the-Loop Bayesian Optimization Framework for Constraint-Aware Bioprocess Development
arxiv
PublishedJune 18, 2026 at 4:00 AM
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A Human-in-the-Loop Bayesian Optimization Framework for Constraint-Aware Bioprocess Development

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arXiv:2606.19230v1 Announce Type: new Abstract: This work presents an extension to Pareto Front Guided Sampling (PFGS), a Human-in-the-Loop (HitL) Bayesian Optimization (BO) framework in which Gaussian process (GP) surrogate-derived quantities are reformulated as objectives of a multi-objective opti

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