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Multi-fidelity batch Bayesian optimization for bioprocess development across scales

Martens, Adrian et al.
arXiv (All) · Papers
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machine-learningquantitative-methods
Bioprocesses are central to modern biotechnology, enabling sustainable production of pharmaceuticals, specialty chemicals, cosmetics, and food. However, developing high-performing processes remains costly and complex, requiring iterative, multi-scale experimentation from microtiter plates to pilot r
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