Concepedia

Benjamin Karg

BK

8

Publications

744

Citations

8

H-Index

2018

Active since

Affiliations

Technische Universität Berlin(Current)

Einstein Center Digital Future

TU Dortmund University

Benjamin Karg is an author at Technische Universität Berlin specializing in systems engineering, model predictive control, and engineering.

Top concepts

EngineeringSystems EngineeringModel Predictive ControlDeep LearningComputer ScienceMachine LearningProcess ControlSpace EngineeringComputer EngineeringDeep Neural Networks

Publications per year

2018–2023

8

Publications

8

Efficient Representation and Approximation of Model Predictive Control Laws via Deep Learning

Benjamin Karg, Sergio Lucia · IEEE Transactions on Cybernetics · 2020 · 278 citations · Full text

Engineering, Machine Learning, Approximate Computing +13

Deep Learning-Based Model Predictive Control for Resonant Power Converters

Sergio Lucia, D. Navarro, Benjamin Karg et al. · IEEE Transactions on Industrial Informatics · 2020 · 116 citations · Full text

A deep learning-based approach to robust nonlinear model predictive control

Sergio Lucia, Benjamin Karg · IFAC-PapersOnLine · 2018 · 106 citations · Full text

Engineering, Machine Learning, Ai Foundation +19

do-mpc: Towards FAIR nonlinear and robust model predictive control

Felix Fiedler, Benjamin Karg, Lukas Lüken et al. · Control Engineering Practice · 2023 · 92 citations · Full text

Engineering, Energy Management, Mpc Controllers +12

Probabilistic performance validation of deep learning‐based robust NMPC controllers

Benjamin Karg, Teodoro Álamo, Sergio Lucia · International Journal of Robust and Nonlinear Control · 2021 · 51 citations · Full text

Rows per page

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