Johannes Pohlodek

Toward a modeling, optimization, and predictive control framework for fed‐batch metabolic cybergenetics

Sebastián Espinel‐Ríos, Bruno Morabito, Johannes Pohlodek et al. · Biotechnology and Bioengineering · 2023 · 23 citations · Full text

Engineering, Bioengineering, Biotechnology +16

Efficient and Simple Gaussian Process Supported Stochastic Model Predictive Control for Bioreactors using HILO-MPC

Bruno Morabito, Johannes Pohlodek, Lena Kranert et al. · IFAC-PapersOnLine · 2022 · 16 citations · Full text

Engineering, Bioengineering, Biotechnology +17

Flexible development and evaluation of machine‐learning‐supported optimal control and estimation methods via HILO‐MPC

Johannes Pohlodek, Bruno Morabito, Christian Schlauch et al. · International Journal of Robust and Nonlinear Control · 2024 · 14 citations · Full text

Engineering, Computer Science, Systems Engineering +10

Towards Risk-aware Machine Learning Supported Model Predictive Control and Open-loop Optimization for Repetitive Processes

Bruno Morabito, Johannes Pohlodek, Janine Matschek et al. · IFAC-PapersOnLine · 2021 · 12 citations · Full text

Engineering, Biotechnology, Chemical Engineering +17

Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC

Johannes Pohlodek, Bruno Morabito, Christian Schlauch et al. · arXiv (Cornell University) · 2022 · 10 citations · Full text

Engineering, Computer Science, Machine Learning +10