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Designing a Methodology to Calibrate and Validate Virtual Test Driving in a Large-Scale Network with Multisource Data2022 Journal of Transportation Engineering Part A Systems article Engineering Traffic control and management
Yiqun Xia, Daniel Silber, Zhengnan Ma, Oliver Voßen, Lutz Eckstein
1citations -
Estimating the real-time temperature of a 48V permanent magnet synchronous motor using a thermal neural network2025 Energy Conversion and Management X article Engineering Electric Motor Design and Analysis Open access cited by 1 patent
Anna Isabel Ramones, Bufan Shi, Michael F. M. Engels, Markus Eisenbarth, Jakob Andert
6citations -
Building an Extracorporeal Membrane Oxygenation Digital Twin Using High-Resolution Patient Data: An artificial intelligence model for virtual reality simulation2026 Interdisciplinary CardioVascular and Thoracic Surgery article Engineering Mechanical Circulatory Support Devices Open access
Samuel A Max, Mounir Bourass, Andre van der Mee Mendes, Daniel Van Der Mee Mendes, Bram Schalkwijk, Zaheer U.D. Babar, +11 more
1citations -
Closed-Loop Real-Time Simulation of the Thermal and Electromagnetic Behavior in Electric Drive Trains: Optimizing Model Accuracy for Virtual Prototyping2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Real-time simulation and control systems
Fabian Jonczyk, Yannick Bergheim, Sung-Yong Lee, Malte Strop, Fabian Prochotta, Jakob Andert
1citations -
NeuroVP: A System-Level Virtual Platform for Integration of Neuromorphic Accelerators2021 IEEE International System-on-Chip Conference (SOCC) conference-paper Engineering Advanced Memory and Neural Computing
Melvin Galicia, Ali BanaGozar, Karl J. X. Sturm, Felix Staudigl, Sander Stuijk, Henk Corporaal, +1 more
8citations -
Robustness Testing of a Compact Distributed Automotive GNSS Array in Virtual Environment2022 European Conference on Antennas and Propagation conference-paper Engineering GNSS positioning and interference
Syed N. Hasnain, Uwe Stehr, Ralf Stephan, Marius Brachvogel, Michael Meurer, Matthias Hein
1citations -
Virtual mix design: Prediction of compressive strength of concrete with industrial wastes using deep data augmentation2022 Construction and Building Materials article Engineering Concrete and Cement Materials Research Open access
Ning Chen, Shibo Zhao, Zhiwei Gao, Dawei Wang, Pengfei Liu, Markus Oeser, +2 more
70citations -
Multi-Agent Reinforcement Learning Resources Allocation Method Using Dueling Double Deep Q-Network in Vehicular Networks2023 IEEE Transactions on Vehicular Technology article Engineering Vehicular Ad Hoc Networks (VANETs)
Yuxin Ji, Yu Wang, Haitao Zhao, Guan Gui, Haris Gacanin, Hikmet Sari, +1 more
88citations -
A virtual calibration chamber for cone penetration test based on deep-learning approaches2024 Journal of Rock Mechanics and Geotechnical Engineering article Engineering Geotechnical Engineering and Soil Mechanics Open access
Mingpeng Liu, Enci Sun, Ningning Zhang, Fengwen Lai, Raúl Fuentes
12citations -
Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks2025 Advanced Engineering Informatics article Engineering Asphalt Pavement Performance Evaluation Open access
Dong Feng, Jinchao Guan, Chaoliang Fu, Yuanyuan Hu, Frédéric Otto, Pengfei Liu
19citations -
Recurrent neural networks as virtual cavity pressure and temperature sensors in high-pressure die casting2024 The International Journal of Advanced Manufacturing Technology article Engineering Fault Detection and Control Systems Open access
Maximilian Rudack, Michael Rom, Lukas Bruckmeier, Mario Moser, Björn Pustal, Andreas Bührig–Polaczek
3citations -
Using Synthesized IMU Data to Train a Long-Short Term Memory-based Neural Network for Unobtrusive Gait Analysis with a Sparse Sensor Setup6citations
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Enhancing BEV Energy Management: Neural Network-Based System Identification for Thermal Control Strategies2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Advanced Battery Technologies Research
Kai Franke, David Hemkemeyer, Patrick Schutzeich, Lukas Schäfers, Stefan Pischinger
0citations