Concepedia

Julian Berberich

JB

Statistics

Publications

31

Citations

2.1K

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 engineering, systems engineering, and stability.

Top concepts

EngineeringSystems EngineeringStabilityRobust ControlProcess ControlBusinessModel Predictive ControlData ScienceComputer ScienceComputer Engineering

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 · 714 citations · Full text

Data-driven Mpc Scheme, Engineering, Model-based Control Technique +9

Robust data-driven state-feedback design

Julian Berberich, Anne Koch, Carsten W. Scherer et al. · 2020 · 180 citations · Full text

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 · 162 citations · Full text

Combining Prior Knowledge and Data for Robust Controller Design

Julian Berberich, Carsten W. Scherer, Frank Allgöwer · IEEE Transactions on Automatic Control · 2022 · 131 citations · Full text

Engineering, Robust Control, Autonomous Systems +16

Training Robust Neural Networks Using Lipschitz Bounds

Patricia Pauli, Anne Koch, Julian Berberich et al. · IEEE Control Systems Letters · 2021 · 121 citations · Full text

Artificial Intelligence, Mathematical Programming, Optimization Scheme +13

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