Publications · 14. September 2021
Full title: Design of Biopharmaceutical Formulations Accelerated by Machine Learning Abstract: In addition to activity, successful biological drugs must exhibit a series of suitable developability properties, which depend on both protein sequence and buffer composition. In the context of this high-dimensional optimization problem, advanced algorithms from the domain of machine learning are highly beneficial in complementing analytical screening and rational design. Here, we propose a Bayesian...