Alexander W. Rogers

A transfer learning approach for predictive modeling of bioprocesses using small data

Alexander W. Rogers, Fernando Vega‐Ramon, Jiangtao Yan et al. · Biotechnology and Bioengineering · 2021 · 49 citations · Full text

Investigating ‘greyness’ of hybrid model for bioprocess predictive modelling

Alexander W. Rogers, Ziqi Song, Fernando Vega Ramon et al. · Biochemical Engineering Journal · 2022 · 43 citations · Full text

A reinforcement learning‐based hybrid modeling framework for bioprocess kinetics identification

Max Mowbray, Chufan Wu, Alexander W. Rogers et al. · Biotechnology and Bioengineering · 2022 · 28 citations · Full text

Engineering, Modeling Method, Current Kinetics Dependent +19

Integrating knowledge-guided symbolic regression and model-based design of experiments to automate process flow diagram development

Alexander W. Rogers, Amanda Lane, César Mendoza et al. · Chemical Engineering Science · 2024 · 10 citations · Full text