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Automated generation of mechanistic models for chemical process digital twins using reinforcement learning part I: Conceptual framework and equation generation2025 Computers & Chemical Engineering article Engineering Control Systems and Identification Open access
Mathis Heyer, Jiyizhe Zhang, Naoto Sugisawa, Jan-Frederic Laub, Alexei A. Lapkin
5citations -
Flow profile generation for a left ventricular assist device using iterative learning control2021 Current Directions in Biomedical Engineering article Engineering Mechanical Circulatory Support Devices Open access
Patrick Borchers, Marian Walter, Steffen K. Leonhardt, Dmitry V. Telyshev, Alexander A. Pugovkin
4citations -
Controlling the weld penetration depth of laser beam micro welding by using an iterative learning approach2024 Materialwissenschaft und Werkstofftechnik article Engineering Welding Techniques and Residual Stresses Open access
Christoph Spurk, Sören Hollatz, Wiktor Lipnicki, Marc Hummel, Arnold Gillner, C. Haefner
3citations -
Deep Reinforcement Learning for Modeling Market-Oriented Grid User Behavior in Active Distribution Grids2021 IEEE PES Innovative Smart Grid Technologies Europe conference-paper Engineering Smart Grid Energy Management
Jacob Tran, Lutz Gajewski, Nitty Varghese, P. Pfeifer, Simon Krahl, Albert Moser
3citations -
Efficient Integration of Distributed Learning Services in Next-Generation Wireless Networks2025 International Conference on Communications conference-paper Engineering Advanced Wireless Network Optimization Open access
Paul Zheng, Navid Keshtiarast, Pradyumna Kumar Bishoyi, Yao Lin Zhu, Yulin Hu, Marina Petrova, +1 more
0citations -
Recurrent neural networks as a physics-based self-learning solver to satisfy plane stress viscoplasticity undergoing isotropic damage2024 Mechanics Research Communications article Physics and Astronomy Model Reduction and Neural Networks Open access
Saurabh Balkrishna Tandale, Vasileios Polydoras, Marcus Stoffel
3citations -
Designing the learning of intraprofessional collaboration among medical residents2022 Medical Education article Health Professions Interprofessional Education and Collaboration Open access
Natasja Looman, Jacqueline d Graaf, Bart P. A. Thoonen, Dieneke van Asselt, Esther DE GROOT, Anneke W. M. Kramer, +2 more
21citations -
Accurately Solving Rod Dynamics with Graph Learning2021 King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology) conference-paper Computer Science Computer Graphics and Visualization Techniques
Tassilo Kugelstadt, Torsten Hädrich, Wojtek Pałubicki, Jan Bender, Sören Pirk, Dominik Ludewig Michels
6citations