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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 -
The potential of deep learning to reduce complexity in energy system modeling2021 International Journal of Energy Research article Engineering Integrated Energy Systems Optimization Open access
Clara Sophie Köhnen, Jan Priesmann, Lars Nolting, Leander Kotzur, Martin Robinius, Aaron Praktiknjo
15citations -
Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access
Diederick Vermetten, Hao Wang, Manuel López‐Ibáñez, Carola Doerr, Thomas Bäck
1citations -
Explicit learning stochastic model predictive control with general ambiguity sets in homogeneous charge compression ignition applications2026 Control Engineering Practice article Engineering Advanced Control Systems Optimization Open access
Xu Chen, Julian Bedei, Jakob Andert, Lorenz Dörschel, Heike Vallery
0citations -
Model-related outcome differences in power system models with sector coupling—Quantification and drivers2022 Renewable and Sustainable Energy Reviews article Engineering Integrated Energy Systems Optimization Open access
Hans Christian Gils, Hedda Gardian, Martin Kittel, Wolf-Peter Schill, Alexander Murmann, Jann Launer, +4 more
43citations -
Investigation of the cutting fluid’s flow and its thermomechanical effect on the cutting zone based on fluid–structure interaction (FSI) simulation27citations
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A three-dimensional analytical model for transient tool temperature in cutting processes considering convection2023 CIRP journal of manufacturing science and technology article Engineering Advanced machining processes and optimization Open access
Hui Liu, Lillian Salatini Mauricio Rodrigues, Markus Meurer, Thomas Bergs
13citations -
Saving Energy and Spectrum in Enabling URLLC Services: A Scalable RL Solution2023 IEEE Transactions on Industrial Informatics article Engineering Advanced Wireless Network Optimization Open access
Milad Ganjalizadeh, Hossein Shokri‐Ghadikolaei, Amin Azari, Abdulrahman Alabbasi, Marina Petrova
12citations