2 citations · 2 across the 3 of their papers we have counts for
3 papers
q-bio.OT2025
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…
cs.CE2025
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…
math.OC2024★ 2 cited
Surrogate-Based Optimization Techniques for Process Systems Engineering
Mathias Neufang, Emma Pajak, Damien van de Berg +2
Optimization plays an important role in chemical engineering, impacting cost-effectiveness, resource utilization, product quality, and process sustainability metrics. This chapter…