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J. Pohlodek

6 papers hereh-index 593 citations12 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author2
  • middle author4

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • eess.SY6

identity via Semantic Scholar / OpenAlex

activity
20222024
most citedFlexible development and evaluation of machine-learning-supported optimal control and estimation methods via HILO-MPC

10 citations · 21 across the 6 of their papers we have counts for

collaborators
Showing 2023Show all

2 papers · 1 filter

eess.SY2023

Stochastic Model Predictive Control Utilizing Bayesian Neural Networks

J. Pohlodek, H. Alsmeier, B. Morabito +3

Integrating measurements and historical data can enhance control systems through learning-based techniques, but ensuring performance and safety is challenging. Robust model predict…

eess.SY2023

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

Sebastián Espinel-Ríos, Bruno Morabito, Johannes Pohlodek +3

Biotechnology offers many opportunities for the sustainable manufacturing of valuable products. The toolbox to optimize bioprocesses includes \textit{extracellular} process element…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.