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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
14citations -
Streamlining Hybrid Vehicle Control Development with an Efficient MATLAB/Simulink Simulation Platform2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Real-time simulation and control systems
Achyut Venkataramu, Yue Wang, Nadirsh Patel, Shichao Huo, Onur Şenoğlu
1citations -
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 -
Design and Experimental Investigation of Temperature Control for a 10 kW SOFC System Based on an Artificial Neuronal Network2023 ECS Meeting Abstracts conference-abstract Materials Science Advancements in Solid Oxide Fuel Cells
Nicolas Kruse, Wilfried Tiedemann, Ingo Hoven, Robert Deja, Roland Peters, Felix Kunz, +1 more
0citations -
Setup for electrical resistance measurement for laser material deposition with coaxial wire feed and use for process control2022 Journal of Laser Applications article Engineering Additive Manufacturing Materials and Processes Open access
Max Fabian Steiner, Philipp Holger Lohrer, Thomas Schopphoven, C. Haefner
4citations -
Comparative Evaluation of the Effects of CO2 and Er:YAG Lasers on Smear Layer Removal and Blood Cell Attachment to Tooth Root Surfaces2020 Journal of lasers in medical sciences article Medicine Laser Applications in Dentistry and Medicine Open access
Narges Naghsh, Reza Birang, Fahimeh Shafiei, Fatemeh Ghorbani, Norbert Gutknecht, Jaber Yaghini
11citations -
Evaluation of linear and nonlinear system models in hierarchical model predictive control of HVAC systems2021 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
Steffen Eser, Phillip Stoffel, Alexander Kümpel, Dirk Müller
0citations -
A*-Guided Scenario-based Stochastic Model Predictive Control for an Autonomous Vehicle in Simulated Pedestrian Environments2citations
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Tailoring Li–Al–O Interphases in Garnet-Type Solid-State Electrolytes via Powder Atomic Layer Deposition2026 ACS Applied Materials & Interfaces article Engineering Advanced Battery Materials and Technologies Open access
Michael K. Steinhoff, Anna Domgans, Jehad Ahmed, Roland Schierholz, Davis Thomas Daniel, Nabi Aghdassi, +3 more
4citations -
Tailoring Li–Al–O Interphases in Garnet-Type Solid-State Electrolytes via Powder Atomic Layer Deposition2026 ACS Applied Materials & Interfaces article Engineering Advanced Battery Materials and Technologies Open access
Michael K. Steinhoff, Anna Domgans, Jehad Ahmed, Roland Schierholz, Davis Thomas Daniel, Nabi Aghdassi, +3 more
0citations -
Bio-based insulation materials and model predictive control of active cooling systems in machine tools2023 Procedia CIRP article Engineering Advanced Measurement and Metrology Techniques Open access cited by 1 patent
Daniel Reibert, Alexander Steinert, Daniel Zontar, Stephan Neus, Christian Brecher
5citations -
Experimental and Numerical Investigation of the Turbulent Boundary Layer of a Grazing Flow Over Porous Materials2024 AIAA/CEAS Aeroacoustics Conference conference-paper Engineering Aerodynamics and Acoustics in Jet Flows
Olivier K. Moriaux, Riccardo Zamponi, Sutharsan Satcunanathan, Matthias H. Meinke, Wolfgang Schröeder
1citations -
Addressing property and unit discordance in laboratory interoperability: the role of NPU as a governance layer2026 Clinical Chemistry and Laboratory Medicine (CCLM) article Medicine Clinical Laboratory Practices and Quality Control
Kuenyoul Park, Sollip Kim, Tony C Badrick, Madeleen Bosma, Suhas Chaudhari, Fatma Meriç Yılmaz, +3 more
2citations