Concepedia

Julian Berberich

JB

Statistics

Publications

31

Citations

2.2K

H-Index

20

Active since

2018

Affiliations

University of Stuttgart(Current)

Leibniz University Hannover

Julian Berberich is an author at University of Stuttgart specializing in control theory, dynamical systems, and control systems.

Publications per year

2018–2024

31

Publications

31

Data-Driven Model Predictive Control With Stability and Robustness Guarantees

Julian Berberich, Johannes Köhler, Matthias A. Müller et al. · IEEE Transactions on Automatic Control · 2020 · 739 citations · Full text

Engineering, Systems Engineering, Dynamical Systems +16

Robust data-driven state-feedback design

Julian Berberich, Anne Koch, Carsten W. Scherer et al. · 2020 · 183 citations · Full text

Engineering, Mathematics, Systems Engineering +16

Linear Tracking MPC for Nonlinear Systems—Part II: The Data-Driven Case

Julian Berberich, Johannes Köhler, Matthias A. Müller et al. · IEEE Transactions on Automatic Control · 2022 · 172 citations · Full text

Engineering, Mathematics, Optimization +16

Combining Prior Knowledge and Data for Robust Controller Design

Julian Berberich, Carsten W. Scherer, Frank Allgöwer · IEEE Transactions on Automatic Control · 2022 · 136 citations · Full text

Engineering, Mathematics, Systems Engineering +17

Training Robust Neural Networks Using Lipschitz Bounds

Patricia Pauli, Anne Koch, Julian Berberich et al. · IEEE Control Systems Letters · 2021 · 127 citations · Full text

Computing, Computer Science, Machine Learning +16

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