45 citations · 45 across the 3 of their papers we have counts for
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q-bio.QM2025
Multi-fidelity batch Bayesian optimization for bioprocess development across scales
Adrian Martens, Mathias Neufang, Alessandro Butté +3
Bioprocesses are central to modern biotechnology, enabling sustainable production of pharmaceuticals, specialty chemicals, cosmetics, and food. However, developing high-performing…
q-bio.QM2020★ 45 cited
Knowledge transfer across cell lines using Hybrid Gaussian Process models with entity embedding vectors
Clemens Hutter, Moritz von Stosch, Mariano Nicolas Cruz Bournazou +1
To date, a large number of experiments are performed to develop a biochemical process. The generated data is used only once, to take decisions for development. Could we exploit dat…