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Biotechnology and Bioengineering|October 2, 2025
Reinforcement Learning for Robust Dynamic Metabolic ControlSebastián Espinel-Ríos, River Walser, Dongda ZhangMetabolic Engineering|October 31, 2024
A multiscale hybrid modelling methodology for cell cultures enabled by enzyme-constrained dynamic metabolic flux analysis under uncertaintyOliver Pennington, Sebastián Espinel Ríos, Mauro Torres Sebastian, et al.Metabolic Engineering|May 31, 2022
Enabling anaerobic growth of Escherichia coli on glycerol in defined minimal medium using acetate as redox sinkSimon Boecker, Sebastián Espinel-Ríos, Katja Bettenbrock, et al.NPJ Systems Biology and Applications|April 26, 2025
Biochemical implementation of acceleration sensing and PIDA controlEmmanouil Alexis, Sebastián Espinel-Ríos, Ioannis G Kevrekidis, et al.Biotechnology and Bioengineering|November 9, 2023
Toward a modeling, optimization, and predictive control framework for fed-batch metabolic cybergeneticsSebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek, et al.Biotechnology and Bioengineering|May 24, 2025
Balancing Doses of EL222 and Light Improves Optogenetic Induction of Protein Production in Komagataella phaffiiShannon M Hoffman, Sebastián Espinel-Ríos, Sarah K Kwartler, et al.Journal of Chemical Information and Modeling|June 15, 2026
A Data-Efficient Framework for Automated Identification of Reaction Networks and Interpretable Rate ModelsHarry Kay, Dongda ZhangBiotechnology and Bioengineering|February 22, 2021
Combining model structure identification and hybrid modelling for photo-production process predictive simulation and optimisationDongda Zhang, Thomas R Savage, Bovinille A ChoBiotechnology and Bioengineering|July 19, 2019
Hybrid physics-based and data-driven modeling for bioprocess online simulation and optimizationDongda Zhang, Ehecatl Antonio Del Rio-Chanona, Panagiotis Petsagkourakis, et al.Biotechnology and Bioengineering|July 18, 2025
Interpretable-AI-Based Model Structural Transfer Learning to Accelerate Bioprocess Model ConstructionAlexander W Rogers, Fernando Vega-Ramon, Amanda Lane, et al.Pageof 3