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Delayed Deep Deterministic Policy Gradient-Based Energy Management Strategy for Overall Energy Consumption Optimization of Dual Motor Electrified Powertrain2023 IEEE Transactions on Vehicular Technology article Engineering Electric and Hybrid Vehicle Technologies
Jiageng Ruan, Changcheng Wu, Hanghang Cui, Weihan Li, Dirk Uwe Sauer
46citations -
Finite Operator Learning: Bridging neural operators and numerical methods for efficient parametric solution and optimization of PDEs2025 Finite Elements in Analysis and Design article Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Reza Najian Asl, Kianoosh Taghikhani, Ahmad Moeineddin, Michael Kaliske, Markus Apel
12citations -
Application of CIGAR for collective learning between CNN–BiLSTM models in lithium-ion battery state of health prediction2026 Neural Computing and Applications article Engineering Advanced Battery Technologies Research Open access
Sylwia Olbrych, Zi Xuan Tung, Sehriban Celik, Hans Aoyang Zhou, Anas Abdelrazeq, Dirk Uwe Sauer, +1 more
0citations -
Solving Deep Reinforcement Learning Tasks with Evolution Strategies and Linear Policy Networks2026 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Reinforcement Learning in Robotics Open access
Annie Wong, Jacob de Nobel, Thomas Bäck, Aske Plaat, Anna V. Kononova
0citations -
Optimized Pulse Patterns Design for Electrical Drives: A Reinforcement Learning Approach2026 IEEE Open Journal of the Industrial Electronics Society article Engineering Electric Motor Design and Analysis Open access
Mohammad Abu-Ali, Felix Berkel, Maximilian Manderla, Markus Pietschner, Daniel Görges
0citations -
Investigation of reinforcement learning for shape optimization of 2D profile extrusion die geometries2023 Advances in Computational Science and Engineering article Engineering Topology Optimization in Engineering Open access
Clemens Fricke, Daniel Wolff, Marco Kemmerling, Stefanie Elgeti
7citations -
Distributed Unsupervised Learning for Combinatorial User Assignment in mmWave Cell-Free Massive MIMO Using Graph Neural Networks2026 IEEE Transactions on Wireless Communications article Engineering Advanced MIMO Systems Optimization Open access
Bile Peng, Bihan Guo, Karl-Ludwig Besser, Luca Kunz, Zhengyang Li, Ramprasad Raghunath, +4 more
0citations -
Impact of Contour Boundary Offsets on 4D Flow CMR-Derived Intracardiac Haemodynamic Parameters2026 Journal of Cardiovascular Development and Disease article Medicine Cardiac Imaging and Diagnostics Open access
Alexander Gall, Ciaran Grafton‐Clarke, Zia Mehmood, Kurian Thampi, Amanda Noyes, David Hewson, +7 more
0citations
18 results