Johannes Pohlodek

According to our database, Johannes Pohlodek authored at least 6 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Safe Learning-Based Optimization of Model Predictive Control: Application to Battery Fast-Charging.

Sebastian Hirt, Andreas Höhl, Johannes Pohlodek, Joachim Schaeffer, Maik Pfefferkorn, Richard D. Braatz, Rolf Findeisen

CoRR, 2024

Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging.

Sebastian Hirt, Andreas Höhl, Joachim Schaeffer, Johannes Pohlodek, Richard D. Braatz, Rolf Findeisen

CoRR, 2024

Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models.

Sebastián Espinel-Ríos, Gerrich Behrendt, Jasmin Bauer, Bruno Morabito, Johannes Pohlodek, Andrea Schütze, Rolf Findeisen, Katja Bettenbrock, Steffen Klamt

CoRR, 2024

2023

Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics.

Sebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek, Katja Bettenbrock, Steffen Klamt, Rolf Findeisen

CoRR, 2023

Stochastic Model Predictive Control Utilizing Bayesian Neural Networks.

Johannes Pohlodek, Hendrik Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen

Proceedings of the American Control Conference, 2023

2022

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

Johannes Pohlodek, Bruno Morabito, Christian Schlauch, Pablo Zometa, Rolf Findeisen

CoRR, 2022