2 papers
q-bio.QM2025
Holistic Bioprocess Development Across Scales Using Multi-Fidelity Batch Bayesian Optimization
Adrian Martens, Mathias Neufang, Alessandro Butté +3
Bioprocesses are central to modern biotechnology, enabling sustainable production in pharmaceuticals, specialty chemicals, cosmetics, and food. However, developing high-performing…
math.OC2024
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…