Benjamin Karg

Benjamin Karg

Technische Universität Dortmund - Dortmund / Germany
Engineering & Technology / Electrical & Electronic Engineering
AD Scientific Index ID: 4555840
Dortmund University of Technology
person_outline Benjamin Karg's MOST POPULAR ARTICLES
1-) Efficient representation and approximation of model predictive control laws via deep learningB Karg, S LuciaIEEE Transactions on Cybernetics 50 (9), 3866-3878, 20201282020
2-) A deep learning-based approach to robust nonlinear model predictive controlS Lucia, B KargIFAC-PapersOnLine 51 (20), 511-516, 2018652018
3-) Deep learning-based model predictive control for resonant power convertersS Lucia, D Navarro, B Karg, H Sarnago, O LuciaIEEE Transactions on Industrial Informatics 17 (1), 409-420, 2020492020
4-) Probabilistic performance validation of deep learning‐based robust NMPC controllersB Karg, T Alamo, S LuciaInternational Journal of Robust and Nonlinear Control 31 (18), 8855-8876, 2021612021
5-) Deep learning-based embedded mixed-integer model predictive controlB Karg, S Lucia2018 european control conference (ecc), 2075-2080, 2018562018