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On Error-Based Step Size Control for Discontinuous Galerkin Methods for Compressible Fluid Dynamics2023 Communications on Applied Mathematics and Computation article Engineering Computational Fluid Dynamics and Aerodynamics Open access
Hendrik Ranocha, Andrew Ross Winters, Hugo G. Castro, Lisandro Dalcín, Michael Schlottke‐Lakemper, Gregor J. Gassner, +1 more
14citations -
Hybrid Reinforcement Learning and Model Predictive Control for Adaptive Control of Hydrogen-Diesel Dual-Fuel Combustion2025 arXiv (Cornell University) preprint Engineering Advanced Control Systems Optimization Open access
Julian Bedei, Alexander Winkler, Murray McBain, Charles Robert Koch, David C. Gordon
0citations -
Introducing a Deep Neural Network-Based Model Predictive Control Framework for Rapid Controller Implementation2024 Proceedings of the ... American Control Conference/Proceedings of the American Control Conference conference-paper Engineering Advanced Control Systems Optimization Open access
Alexander Winkler, Julian Bedei, Patrick Schaber, Stefan Pischinger, Jakob Andert, Charles Robert Koch
14citations -
Systematic framework for deep learning-based predictive injection control with Bayesian hyperparameter optimization for a hydrogen/diesel dual-fuel engine2025 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Hossein Mehnatkesh, Alexander Winkler, Edward Sperling, Javad Kheyrollahi, Mahdi Shahbakhti, David C. Gordon, +1 more
15citations -
Nonlinear Model Predictive Engine Airpath Control with Dual-Loop Exhaust Gas Recirculation and Variable Nozzle Turbocharger2022 SAE International Journal of Engines article Engineering Advanced Control Systems Optimization Open access
Zihao Liu, Arash M. Dizqah, J.M. Herreros, Joschka Schaub, Olivier C. L. Haas
0citations -
Integrating Recurrent Neural Networks into Model Predictive Control for Thermal Torque Derating of Electric Machines2023 IFAC-PapersOnLine article Engineering Advanced Control Systems Optimization Open access cited by 1 patent
Alexander Winkler, Weizhou Wang, Armin Norouzi, David C. Gordon, Charles Robert Koch, Jakob Andert
8citations -
Evaluation of a self‐optimizing local mold temperature control for inline warpage reduction of injection molded parts2024 Materialwissenschaft und Werkstofftechnik article Engineering Injection Molding Process and Properties Open access
Christian Hopmann, Cemi E. Kahve, D. C. Fritsche, Jan Fellerhoff
3citations -
Global Sensitivity Analysis Based Method for Distributed Voltage Control Performance Study2024 International Conference on Smart Energy Systems and Technologies (SEST) conference-paper Engineering Optimal Power Flow Distribution Open access
Edoardo De Din, Mirko Ginocchi, Ferdinanda Ponci, Antonello Monti, Andrea Benigni
2citations