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Papers matching “graph generative models” 34

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Graph-based method for extracting spatial information from semi-formal text to derive 3D bridge and damage models from legacy maintenance data
2025 Automation in Construction article Engineering Infrastructure Maintenance and Monitoring Open access

Anne Göbels, Jakob Beetz

6

citations
Enabling Humans and AI Systems to Retrieve Information from System Architectures in Model-Based Systems Engineering
2026 Systems article Engineering Systems Engineering Methodologies and Applications Open access

Vincent Quast, Georg Jacobs, Simon Dehn, Gregor Höpfner

4

citations
Enabling Humans and AI-Systems to Retrieve Information from System Architectures in Model-Based Systems Engineering
2025 Preprints.org preprint Engineering Systems Engineering Methodologies and Applications Open access

Vincent Quast, Georg Jacobs, Simon Dehn, Gregor Höpfner

0

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
Semantic enrichment of building information models via deep learning
2025 RWTH Publications (RWTH Aachen) dissertation Engineering BIM and Construction Integration Open access

0

citations
CAD-based AND/OR Graph Generation Algorithms in (Dis)assembly Sequence Planning of Complex Products
2022 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Sören Münker, Robert Heinrich Schmitt

41

citations
A Flow Graph based Approach for controlled Generation of AAS Digital Twin Instances for the Verification of Compliance Check Tools
2022 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Engineering Digital Transformation in Industry

Björn Otto, Tobias Kleinert

8

citations
TokenJSP: Graph Representation Learning Datasets for Job Shop Scheduling
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Scheduling and Optimization Algorithms Open access

Ziya Valiyev, Alexander Nasuta

0

citations
TokenJSP: Graph Representation Learning Datasets for Job Shop Scheduling
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Engineering Scheduling and Optimization Algorithms Open access

Ziya Valiyev, Alexander Nasuta

0

citations
Predicting basin stability of power grids using graph neural networks
2022 New Journal of Physics article Engineering Power System Optimization and Stability Open access

Christian Nauck, Michael Lindner, Konstantin Schürholt, Haoming Zhang, Paul Schultz, Jürgen Kurths, +2 more

37

citations
Consumer phase identification in distribution grids using Graph Neural Networks based on synthetic and measured power profiles
2025 Energy and AI article Engineering Optimal Power Flow Distribution Open access

Chandra Sekhar Charan Dande, Nikolaos A. Efkarpidis, Mirko Ginocchi, Antonello Monti

4

citations
A machine‐learning supported multi‐scale LBM‐TPM model of unsaturated, anisotropic, and deformable porous materials
2023 International Journal for Numerical and Analytical Methods in Geomechanics article Engineering Soil and Unsaturated Flow Open access

Mohamad Chaaban, Yousef Heider, WaiChing Sun, Bernd A. Markert

21

citations
On Holistic Multi-Step Cyberattack Detection via a Graph-based Correlation Approach
2022 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Smart Grid Security and Resilience

Ömer Sen, Chijioke Eze, Andreas Ulbig, Antonello Monti

8

citations
On Holistic Multi-Step Cyberattack Detection via a Graph-based Correlation Approach
2022 arXiv (Cornell University) preprint Engineering Smart Grid Security and Resilience Open access

Ömer Sen, Chijioke Eze, Andreas Ulbig, Antonello Monti

0

citations
Development and Application of an Open-Source Framework for Automated Thermal Network Generation and Simulations in Modelica
2022 Energies article Engineering Integrated Energy Systems Optimization Open access

Michael Mans, Tobias Blacha, Thomas Schreiber, Dirk Müller

9

citations
Situational Adaptive Motion Prediction for Firefighting Squads in Indoor Search and Rescue
2023 RWTH Publications (RWTH Aachen) preprint Engineering Evacuation and Crowd Dynamics Open access

Nils Mandischer, Frederik Schicks, Burkhard J. Corves

0

citations
Semantic Enrichment of CAD-Based Industrial Environments via Scene Graphs for Simulation and Reasoning
2026 RWTH Publications (RWTH Aachen) conference-paper Engineering Simulation and Modeling Applications Open access

Nathan Pascal Walus, Ranulfo BEZERRA, Shotaro Kojima, Tsige Tadesse Alemayoh, Satoshı Tadokoro, Kazunori Ohno

0

citations
Recognition of Hand Activities for Automatic Generation of Assembly Instructions
2024 Procedia CIRP article Engineering Robot Manipulation and Learning Open access

Alexander Moriz, Florian Bröhl, Maximilian Buxel, Dominik Wolfschläger, Esben Schukat, Michael Riesener, +1 more

3

citations
A Linked Data Framework for IFC-Based Exchange of Dynamic Building Operational Data
2026 Zenodo (CERN European Organization for Nuclear Research) conference-paper Engineering BIM and Construction Integration Open access

Fynn Korsen, Niels Bartels, Shervin Rahnama

0

citations
Suitability of CAD-based Disassembly Sequence Plans for Flexible Remanufacturing
2023 Procedia CIRP article Engineering Manufacturing Process and Optimization Open access

Sören Münker, Amon Göppert, Robert Heinrich Schmitt

4

citations
Climate-responsive robotic brickwork for monolithic building envelopes
2026 Construction Robotics article Engineering Architecture and Computational Design Open access

Julia Fleckenstein, Philipp Lionel Molter, Daniele Santucci, Kathrin Dörfler

0

citations
An exploration of contrastive self-supervised learning for reconstructed atom probe tomography data
2026 Machine Learning Science and Technology article Engineering Advanced Materials Characterization Techniques Open access

Janis A. Sälker, Marcus Hans, Jochen M. Schneider, Raheleh Hadian

0

citations
Spatial Link Prediction: Learning topological relationships in MEP systems
2025 Advanced Engineering Informatics article Engineering BIM and Construction Integration Open access

Christoph Emunds, Jérôme Frisch, Christoph van Treeck

8

citations
Towards automatization of distance protection coordination and interoperability testing for digital substations; 1. Auflage
2025 RWTH Publications (RWTH Aachen) book Engineering Power Systems Fault Detection Open access

Thanakorn Penthong

0

citations
Dragonfly‐Inspired Wing Design Enabled by Machine Learning and Maxwell's Reciprocal Diagrams
2023 Advanced Science article Engineering Topology Optimization in Engineering Open access

Hao Ran Zheng, Hossein Mofatteh, Márton Hablicsek, Abdolhamid Akbarzadeh, Masoud Akbarzadeh

20

citations