4 citations · 4 across the 3 of their papers we have counts for
3 papers
A Guide to Bayesian Optimization in Bioprocess Engineering
Maximilian Siska, Emma Pajak, Katrin Rosenthal +3
Bayesian optimization has become widely popular across various experimental sciences due to its favorable attributes: it can handle noisy data, perform well with relatively small d…
CarAT: Carbon Atom Tracing across Industrial Chemical Value Chains via Chemistry Language Models
Emma Pajak, David Walz, Olga Walz +3
The chemical industry is increasingly prioritising sustainability, with a focus on reducing carbon footprints to achieve net zero. By 2026, the Together for Sustainability (TfS) co…
Machine learning in bioprocess development: From promise to practice
Laura Marie Helleckes, Johannes Hemmerich, Wolfgang Wiechert +2
Fostered by novel analytical techniques, digitalization and automation, modern bioprocess development provides high amounts of heterogeneous experimental data, containing valuable…