Process optimization using machine learning enhanced design of experiments (DOE): ranibizumab refolding as a case study

An application of ML enhanced DOE has been demonstrated to capture the process nonlinearity more effectively. The proposed approach is applied for modelling and optimization of protein refolding, resulting in 3% improved prediction efficiency.