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Papers matching “model-based evaluation” 196

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Generating SysML V2 Models from Natural Language Requirements Using Large Language Models
2025 IEEE International Symposium on Systems Engineering conference-paper Engineering Systems Engineering Methodologies and Applications

Simon Dehn, Simon Schnürer, Georg Jacobs, Gregor Höpfner

2

citations
Parametric Model Order Reduction of Variable Parameter Axial Dispersion Model
2021 IEEE Conference on Control Technology and Applications (CCTA) conference-paper Physics and Astronomy Model Reduction and Neural Networks

Ahmed Elkhashap, Dirk Abel

2

citations
Reusable solution element libraries for accelerated application of MBSE in mechanical product development
2025 Forschung im Ingenieurwesen article Engineering Systems Engineering Methodologies and Applications Open access

Frederik Moers, Georg Jacobs, Manuel Mennicken, Lukas Irnich, Gregor Höpfner

5

citations
Entwicklung einer domänenspezifischen Modellierungssprache für mechatronische Systemarchitekturen
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Systems Engineering Methodologies and Applications Open access

0

citations
Real-Time Prediction of Pressure and Film Height Distribution in Plain Bearings Using Physics-Informed Neural Networks (PINNs)
2025 Lubricants article Engineering Tribology and Lubrication Engineering Open access

Ahmed Saleh, Georg Jacobs, Dhawal Katre, Benjamin Lehmann, Mattheüs Lucassen

8

citations
Electrical cell-to-cell variations within large-scale battery systems — A novel characterization and modeling approach
2022 Journal of Energy Storage article Engineering Advanced Battery Technologies Research Open access

Alexander Reiter, Susanne Lehner, Oliver S. Bohlen, Dirk Uwe Sauer

25

citations
Uncertainty-Aware Predictive Safety Filters for Probabilistic Neural Network Dynamics
2026 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Bernd Frauenknecht, Lukas Kesper, Daniel Mayfrank, Henrik Hose, Sebastian Trimpe

0

citations
Machine learning based surrogate modeling of the deformation behavior of large compliant thin-walled structures
2026 Procedia CIRP article Physics and Astronomy Model Reduction and Neural Networks Open access

Guillaume Tréheux, Yuanzhe Li, Alexander Moriz, Amon Göppert, Robert H. Schmitt

0

citations
Von der modellgestützten experimentellen Analyse von Diffusion und Flüssig-Flüssig-Gleichgewichten zu Prozessanwendungen
2020 RWTH Publications (RWTH Aachen) book Engineering Phase Equilibria and Thermodynamics Open access

L. Wolff

1

citations
Offline Trajectory Optimization for Offline Reinforcement Learning
2025 ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) conference-paper Computer Science Reinforcement Learning in Robotics Open access

Ziqi Zhao, Zhaochun Ren, Liu Yang, Fajie Yuan, Pengjie Ren, Zhumin Chen, +1 more

0

citations
Learning Hierarchical Policies by Iteratively Reducing the Width of Sketch Rules
2023 conference-paper Computer Science AI-based Problem Solving and Planning Open access

Dominik Drexler, Jendrik Seipp, Héctor Geffner

6

citations
Reinforcement learning for real-world production systems
2025 RWTH Publications (RWTH Aachen) dissertation Computer Science Reinforcement Learning in Robotics Open access

0

citations
Handling Complexity in Virtual Battery Development with a Simplified Systems Modeling Approach
2024 World Electric Vehicle Journal article Engineering Advanced Battery Technologies Research Open access

Achim Kampker, Heiner Hans Heimes, Moritz H. Frieges, Benedikt Späth

4

citations
Modelling of Broken Rotor Bars and Eccentricity Faults in Squirrel Cage Induction Machines
2021 IEEE International Symposium on Diagnostics for Electrical Machines, Power Electronics and Drives (SDEMPED) conference-paper Engineering Machine Fault Diagnosis Techniques

Xinyi Yu, Stefan Quabeck, Stephan Schuller, Rik W. De Doncker

2

citations
Sim2Real-Framework für KI-basierte Robotik in der Montage mittels synthetischer Datenerzeugung
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Robot Manipulation and Learning Open access

Oliver Petrović

0

citations
Managing knowledge and parameter dependencies with MBSE in textile product development processes
2020 Procedia CIRP article Engineering Systems Engineering Methodologies and Applications Open access

Ricarda Riedel, Georg Jacobs, Christian Konrad, Rahul Kumar Singh, Jonathan Sprehe

9

citations
Simulating Fear as Anticipation of Temporal Differences: An experimental investigation
2021 International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW) conference-paper Computer Science Psychiatry, Mental Health, Neuroscience

Laduona Dai, Joost Broekens

4

citations
Development of System Alternatives using Generative Engineering
2022 IEEE International Symposium on Systems Engineering conference-paper Engineering Systems Engineering Methodologies and Applications

Bastian Menninger, Joerg Berroth, Georg Jacobs

3

citations
Identification of Physical Boundary Conditions for Mechatronic Test-Case Generation Using Large Language Models and MBSE System Models
2026 Systems article Engineering Systems Engineering Methodologies and Applications Open access

Matthias May, Georg Jacobs, Simon Dehn, Gregor Höpfner, Thilo Zerwas, Kathrin Boelsen, +1 more

4

citations
Modellbasierte Optimierung elektrochemischer Systeme für die Nutzung von Strom aus erneuerbaren Energiequellen
2020 RWTH Publications (RWTH Aachen) book Energy Hybrid Renewable Energy Systems Open access

Luisa Carola Brée

0

citations
Activity of a three-phage combination against Mycobacterium tuberculosis in disease-relevant conditions
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Bacteriophages and microbial interactions Open access

Saskia Janssen, Sasha E. Larsen, Marta Pozuelo Torres, Massinissa Beldjenna, Carlos Guerrero Bustamante, Thomas Smytheman, +5 more

0

citations
Public acceptance and safety assessment of urban air mobility in conceptual design
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Air Traffic Management and Optimization Open access

0

citations
Disentangling the Component Processes in Complex Planning Impairments Following Ventromedial Prefrontal Lesions
2025 Journal of Neuroscience article Neuroscience Neural and Behavioral Psychology Studies Open access

Eleanor Holton, Bas van Opheusden, Jan Grohn, John Patrick Grogan, Patricia L. Lockwood, Ili Ma, +2 more

3

citations
Evaluation of Engine and Aftertreatment Concepts for Proposed Tier 5 off-Road Emission Standards
2024 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Engine and Fuel Emissions

Dhanraj Fnu, Satyum Joshi, Erik W. Koehler, Michael Franke, Dean Tomazic

4

citations
Proof of Concept for Hardware-in-the-Loop Based Knock Detection Calibration
2021 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Real-time simulation and control systems

Matteo Meli, Stefan Pischinger, Jaykumar kansagara, Christian Dönitz, Norman Liberda, Martin Nijs

6

citations