Espinel‐Ríos, Sebastián ; Morabito, Bruno ; Pohlodek, Johannes ; Bettenbrock, Katja ; Klamt, Steffen ; Findeisen, Rolf (2024)
Toward a modeling, optimization, and predictive control framework for fed‐batch metabolic cybergenetics.
In: Biotechnology and Bioengineering, 121 (1)
doi: 10.1002/bit.28575
Artikel, Bibliographie

Espinel-Ríos, Sebastián ; Behrendt, Gerrich ; Bauer, Jasmin ; Morabito, Bruno ; Pohlodek, Johannes ; Schütze, Andrea ; Findeisen, Rolf ; Bettenbrock, Katja ; Klamt, Steffen (2024)
Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models.
In: Process Biochemistry, 143
doi: 10.1016/j.procbio.2024.04.032
Artikel, Bibliographie

Hirt, Sebastian ; Höhl, Andreas ; Schaeffer, Joachim ; Pohlodek, Johannes ; Braatz, Richard D. ; Findeisen, Rolf (2024)
Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging.
In: IFAC-PapersOnLine, 58 (14)
doi: 10.1016/j.ifacol.2024.08.426
Artikel, Bibliographie

Pohlodek, Johannes ; Alsmeier, Hendrik ; Morabito, Bruno ; Schlauch, Christian ; Savchenko, Anton ; Findeisen, Rolf (2023)
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.
2023 American Control Conference. San Diego, USA (31.05.2023-02.06.2023)
doi: 10.23919/ACC55779.2023.10156115
Konferenzveröffentlichung, Bibliographie

Morabito, Bruno ; Pohlodek, Johannes ; Kranert, Lena ; Espinel-Ríos, Sebastián ; Findeisen, Rolf (2022)
Efficient and Simple Gaussian Process Supported Stochastic Model Predictive Control for Bioreactors using HILO-MPC.
In: IFAC-PapersOnLine, 55 (7)
doi: 10.1016/j.ifacol.2022.07.562
Artikel, Bibliographie

Espinel-Ríos, Sebastián ; Morabito, Bruno ; Pohlodek, Johannes ; Bettenbrock, Katja ; Klamt, Steffen ; Findeisen, Rolf (2022)
Optimal control and dynamic modulation of the ATPase gene expression for enforced ATP wasting in batch fermentations.
In: IFAC-PapersOnLine, 55 (7)
doi: 10.1016/j.ifacol.2022.07.440
Artikel, Bibliographie