Johannes Pohlodek

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Predictive Control

Dynamical Models

Top Venues

Publications

Sebastián Espinel-Ríos, Gerrich Behrendt, Jasmin Bauer, Bruno Morabito, Johannes Pohlodek, Andrea Schütze, Rolf Findeisen, Katja Bettenbrock, Steffen Klamt
Experimentally implemented dynamic optogenetic optimization of ATPase expression using knowledge-based and Gaussian-process-supported models. CoRR (2024)
Sebastian Hirt, Andreas Höhl, Joachim Schaeffer, Johannes Pohlodek, Richard D. Braatz, Rolf Findeisen
Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging. CoRR (2024)
Sebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek, Katja Bettenbrock, Steffen Klamt, Rolf Findeisen
Towards a modeling, optimization and predictive control framework for fed-batch metabolic cybergenetics. CoRR (2023)
Johannes Pohlodek, H. Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks. CoRR (2023)
Johannes Pohlodek, H. Alsmeier, Bruno Morabito, Christian Schlauch, Anton Savchenko, Rolf Findeisen
Stochastic Model Predictive Control Utilizing Bayesian Neural Networks. ACC (2023)
Johannes Pohlodek, Bruno Morabito, Christian Schlauch, Pablo Zometa, Rolf Findeisen
Flexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC. CoRR (2022)