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Car-Following Model Calibration Based on Driving Simulator Data to Study Driver Characteristics and to Investigate Model Validity in Extreme Traffic Situations11citations
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Towards digital twins of waste sorting plants: Developing data-driven process models of industrial-scale sensor-based sorting units by combining machine learning with near-infrared-based process monitoring2023 Resources Conservation and Recycling article Engineering Fault Detection and Control Systems Open access
Nils Kroell, Abtin Maghmoumi, Tobias Dietl, Xiaozheng Chen, Bastian Küppers, Tabea Scherling, +2 more
36citations -
Coupled process chain modelling to minimise the earing formation in industrially rolled aluminium strips for beverage can production using data-based methods2026 International Journal of Material Forming article Engineering Metal Forming Simulation Techniques Open access
Nilesh Thakare, Kai F. Karhausen, Hans-Reimund Müller, Emad Scharifi, David Benjamin Bailly
1citations -
A system modeling process based on SysML to support data consistency across system requirement, function, and solution model layers2023 Journal of Engineering Design article Engineering Systems Engineering Methodologies and Applications
Yizhe Zhang, Georg Jacobs, Wei Yu, Gregor Höpfner, Joerg Berroth
10citations -
Fault detection and diagnosis in building energy systems: A tool chain for the automated generation of training data2021 Journal of Physics Conference Series conference-paper Engineering Fault Detection and Control Systems Open access
Christine van Stiphoudt, Florian Stinner, Gerrit Bode, Alexander Kümpel, Dirk Müller
4citations -
Data-driven systematic parameter identification of an electrochemical model for lithium-ion batteries with artificial intelligence2021 Energy storage materials article Engineering Advanced Battery Technologies Research Open access cited by 2 patents
Weihan Li, Iskender Demir, Decheng Cao, Dominik Jöst, Florian Ringbeck, Dirk Uwe Sauer
210citations -
Optimization workflow to parameterize elastomer material models based on arbitrary time‐domain measurement data2023 Journal of Applied Polymer Science article Engineering Elasticity and Material Modeling Open access
Tobias Rapp, Georg Jacobs, Joerg Berroth, Ralf Bauermeister, Stefan Wischmann
2citations -
Deep learning-based prediction of particle size distributions in construction and demolition waste recycling using convolutional neural networks on 3D laser triangulation data2025 Construction and Building Materials article Engineering Recycled Aggregate Concrete Performance Open access
Nils Kroell, Eric Thor, Lieve Josephina Leonie Göbbels, Xiaozheng Chen
16citations -
Automated Machine Learning for the Classification of Normal and Abnormal Electromyography Data2020 IEEE International Conference on Big Data (BigData) conference-paper Engineering Muscle activation and electromyography studies Open access
Marios Kefalas, Milan Koch, Victor Jacobus Geraedts, Hao Wang, Martijn Rudolf Tannemaat, Thomas Bäck
11citations -
A data-driven flow loss prediction model for the blade hub region of a boundary layer ingestion fan rotor2023 International Journal of Numerical Methods for Heat & Fluid Flow article Engineering Turbomachinery Performance and Optimization
Hanan Lu, Xizhen Song, Tianyu Pan, Zhe Yang, Jian Zhang, Qiushi Li
3citations -
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 -
Experimental Data and Evaluation Materials for "An Execution-Aware Evaluation Architecture for AI-Agent Orchestration of Long-Horizon Mobile Manipulation in a Flexible Assembly Environment"2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Robot Manipulation and Learning Open access
Lucas Manassés Pinheiro de Souza, Karthik Mohan, Tiago Sant'Ana, Lukas Bergs, Alexander Moriz, Robert Heinrich Schmitt
0citations