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Markus Eisenbarth

RWTH Aachen University

Templergraben 55

52056 Aachen, 52056

Germany

  • RWTH Aachen University

SCHOLARLY PAPERS

7

DOWNLOADS

849

TOTAL CITATIONS

1

Scholarly Papers (7)

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1.

Generative Artificial Intelligence for Model-Based Graphical Programming in Automotive Function Development

Number of pages: 16 Posted: 18 Mar 2025
Abdelrahman Abdalla, Harsh Pandey, Behzad Shomali, Joschka Schaub, Arne Müller, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, FEV Europe GmbH, FEV Europe GmbH, RWTH Aachen University and RWTH Aachen University
Downloads 356 (210,353)

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Large Language Models, Function Development, Fine-Tuning, Graphical Programming, Synthetic Data, Automotive software

2.

Study on the Interpretability of Thermal Neural Networks for Permanent Magnet Synchronous Machines

Number of pages: 23 Posted: 22 Feb 2024
Anna Isabel Ramones, Samuel Kieling, Tobias Brinkmann, Christian Monissen, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 130 (561,789)
Citation 1

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electrical machine control, thermal neural network, rotor temperature estimation, state-space modeling, time-series clustering, System Identification

3.

Electric Machine Co-Optimization: System Design Process Using Bayesian Optimization and Nonlinear Model Predictive Control

Number of pages: 20 Posted: 11 Aug 2024
Christoph Wellmann, Abdul Rahman Khaleel, Tobias Brinkmann, Alexander Wahl, Christian Monissen, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, FEV Europe GmbH, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 110 (640,165)

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Model Predictive Thermal Control, Thermal Field Weakening, Powertrain Right Sizing, Electric Machine Design, Bayesian Optimization

4.

Multi-Agent Software Development for Automotive Model-Based Graphical Programming

IEEE Access Preprint
Number of pages: 9 Posted: 27 Feb 2026 Last Revised: 10 Mar 2026
Abdelrahman Abdalla, Vincent Thie, Joschka Schaub, Markus Eisenbarth, Sung-Yong Lee and Jakob Andert
RWTH Aachen University, RWTH Aachen University, FEV Europe GmbH, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 84 (823,616)

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Large Language Models, Generative AI, Automotive Software Development, Graphical Programming, Multi-Agents

5.

An Electric Vehicle Charging Simulation to Investigate the Potential of Intelligent Charging Strategies

Number of pages: 23 Posted: 18 Sep 2024
Max Faßbender, Nicolas Rößler, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 82 (796,622)

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electric vehicle charging, Smart Charging, mobile charging robot, charging point, simulation

6.

Machine-Learning Integrated Multi-Domain Co-Optimization for Electrified Heavy Duty Fleets

Number of pages: 23 Posted: 13 Sep 2025
Christoph Wellmann, Pekka Rahkola, Tota Sai Santhosh, Mikko Pihlatie, Christopher Marx, Akshay Sharma, Abdul Rahman Khaleel, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, VTT Technical Research Centre of Finland, VTT Technical Research Centre of Finland, VTT Technical Research Centre of Finland, FEV Europe GmbH, affiliation not provided to SSRN, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 54 (1,041,696)

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Integrated e-Axle Design ProcessPredictive Control StrategyMachine Learning-supported Co-OptimizationPowertrain Right SizingHDV Fleet with zero emission

7.

Estimating the Real-Time Temperature of a 48v Permanent Magnet Synchronous Motor Using a Thermal Neural Network

Number of pages: 28 Posted: 30 Apr 2025
Anna Isabel Ramones, Bufan Shi, Michael Engels, Markus Eisenbarth and Jakob Andert
RWTH Aachen University, RWTH Aachen University, RWTH Aachen University, RWTH Aachen University and RWTH Aachen University
Downloads 33 (1,290,922)

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electric motor control, thermal neural network, rotor temperature estimation, permanent magnet synchronous motor, motor diagnostics