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Papers matching “knowledge model” 380

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DINO in the Room: Leveraging 2D Foundation Models for 3D Segmentation
2026 International Conference on 3D Vision (3DV) conference-paper Engineering 3D Shape Modeling and Analysis

Karim Knaebel, Kadir Yilmaz, Daan de Geus, Alexander Hermans, David B. Adrian, Timm Linder, +1 more

4

citations
RoadDiffBox: Automatic Road Distress Diagnosis through Controlled Image Generation and Semi-Supervised Learning
2025 Research article Engineering Infrastructure Maintenance and Monitoring Open access cited by 1 patent

Ning Chen, Hancheng Zhang, Yue Hou

5

citations
Development of a voxelization tool for the calculation of vector-based workpiece representations
2021 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Thomas Bergs, Oliver Henrichs, Marcel Wilms, Marcel Prümmer, Kristian Arntz

5

citations
Lightweight deep learning for real-time road distress detection on mobile devices
2025 Nature Communications article Engineering Infrastructure Maintenance and Monitoring Open access

Yuanyuan Hu, Ning Chen, Yue Hou, Baohong Jing, Pengfei Liu

49

citations
SysML v2 based modelling guidelines for mechanical system elements
2025 Forschung im Ingenieurwesen article Engineering Systems Engineering Methodologies and Applications Open access

Matthias May, Georg Jacobs, Manuel Mennicken, Frederik Moers, Thilo Zerwas, Gregor Höpfner

7

citations
Intelligent control strategies as an enabler for self-optimizing manufacturing systems
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Advanced Control Systems Optimization Open access

Sebastian Stemmler

3

citations
Dynamische Optimierungstrategien zur Produktion monoklonaler Antikörper
2020 RWTH Publications (RWTH Aachen) book Engineering Process Optimization and Integration Open access

Chrysoula Dimitra Kappatou

0

citations
Automated Synthesis of System Simulation Models from Function-Oriented System Architecture Models for HiL Testing
2026 Systems article Engineering Systems Engineering Methodologies and Applications Open access

Manuel Mennicken, Niklas Baglikow, Georg Jacobs, Stefan Wischmann

0

citations
Identifying the validity domain of machine learning models in building energy systems
2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

Martin Rätz, Patrick Henkel, Phillip Stoffel, Rita Streblow, Dirk Müller

16

citations
Accuracy Optimization of Robotic Machining Using Grey-Box Modeling and Simulation Planning Assistance
2025 Journal of Manufacturing and Materials Processing article Engineering Robotic Mechanisms and Dynamics Open access

Minh Trinh, Michael Königs, Lukas Grundel, Oliver Petrović, Christian Brecher

2

citations
Sample-efficient reinforcement learning of Koopman eNMPC
2025 Computers & Chemical Engineering article Engineering Advanced Control Systems Optimization Open access

Daniel Mayfrank, Mehmet Velioglu, Alexander Mitsos, Manuel Dahmen

1

citations
Classification-based process parameter recommendation in sheet metal forming
2023 Journal of Industrial Information Integration article Engineering Metal Forming Simulation Techniques Open access

Zhengtian Ai, Ingo Heinle, Christian Schelske, Hao Wang, Thomas Bäck

5

citations
Generative AI-enhanced road distress identification and quantification under data-scarce and complex environmental conditions
2025 RWTH Publications (RWTH Aachen) dissertation Engineering Infrastructure Maintenance and Monitoring Open access

0

citations
Concrete fatigue modeling and characterization across scales: lattice-discrete and microplane models rooted in a unified dissipative hypothesis
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fatigue and fracture mechanics Open access

Mario Aguilar

0

citations
Age-dependent brain mechanics are linked to microstructural changes
2026 Acta Biomaterialia article Engineering Elasticity and Material Modeling Open access

Mayra Hoppstädter, Kevin Linka, Marion Schmicke, Ellen Kuhl, Markus Böl

0

citations
A general physics-informed neural network framework for fatigue life prediction of metallic materials
2025 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

Shuwei Zhou, Manuel Henrich, Zhichao Wei, Feng Feng, Bing Yang, Sebastian Münstermann

39

citations
Towards Rule Extraction for Sector-Coupled Energy Systems Based on Optimization Models
2023 International Conference on Efficiency, Cost, Optimization, Simulation and Environmental Impact of Energy Systems (ECOS) conference-paper Engineering Integrated Energy Systems Optimization Open access

David Wackerbauer, Dirk Müller

1

citations
A Platform Ecosystem Providing New Data For The Energy Transition
2024 ACM SIGEnergy Energy Informatics Review article Engineering Integrated Energy Systems Optimization Open access

Markus Duchon, Jessy Matar, Mahsa Faraji Shoyari, Alexander Perzylo, Ingmar Kessler, Patrick Buchenberg, +17 more

6

citations
Enabling automated checking of information in factory planning with ontologies – a case study
2022 Procedia CIRP article Engineering BIM and Construction Integration Open access

Matthias Ebade Esfahani, Peter Burggräf, Tobias Adlon, Stephan Matoni

2

citations
Designing an LLM-Based Copilot for Manufacturing Equipment Selection
2024 arXiv (Cornell University) preprint Engineering Flexible and Reconfigurable Manufacturing Systems Open access

Jonas Werheid, Oleksandr Melnychuk, Hans Aoyang Zhou, Meike Huber, Christoph Rippe, Zozan Keskin, +5 more

1

citations
Reduktion des Bedarfs an Trainingsdaten bei der domänenübergreifenden Anwendung von Qualitätsprognosemodellen
2026 RWTH Publications (RWTH Aachen) dissertation Engineering Fault Detection and Control Systems Open access

Nils Klasen

0

citations
Pulsierende Kühlschmierstoffzufuhr beim Schlichtdrehen von Inconel 718; 1. Auflage
2025 dissertation Engineering Advanced machining processes and optimization Open access

Antonia Maren Splettstößer

0

citations
Representation and Experience-Based Learning of Explainable Models for Robot Action Execution
2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Robot Manipulation and Learning cited by 1 patent

Alex Mitrevski, Paul G. Plöger, Gerhard Lakemeyer

10

citations
Coupled life cycle assessment and business modelling to estimate the sustainability of using regenerated soils in urban forestry as nature-based solutions
2024 Urban forestry & urban greening article Engineering Sustainable Design and Development Open access

Benedetto Rugani, Bernd Pölling, Gabriele Guidolotti, Chiara Baldacchini, Axel Timpe, Carlo Calfapietra

14

citations
Generic occupant behavior modeling for commercial buildings
2020 RWTH Publications (RWTH Aachen) dissertation Engineering Building Energy and Comfort Optimization Open access

Romana Markovic

10

citations