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Papers matching “graph generative models” 148

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Cometh: A continuous-time discrete-state graph diffusion model
2024 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

Antoine Siraudin, Fragkiskos D. Malliaros

0

citations
NephroAIX: Large Language Model (LLM)-Guided Knowledge Graph for Explainable Target Discovery in Human Kidney Diseases Using Single-Cell Data
2025 Journal of the American Society of Nephrology article Computer Science Computational Drug Discovery Methods

0

citations
Renormalization of interacting random graph models
2026 Physical review. E article Physics and Astronomy Complex Network Analysis Techniques Open access

Alessio Catanzaro, Diego Garlaschelli, Subodh P. Patil

0

citations
GraphBench: Next-generation graph learning benchmarking
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

1

citations
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
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2023 International Joint Conference on Artificial Intelligence conference-paper Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

15

citations
One Model, Any CSP: Graph Neural Networks as Fast Global Search Heuristics for Constraint Satisfaction
2022 arXiv (Cornell University) preprint Computer Science Constraint Satisfaction and Optimization Open access

Jan Tönshoff, Berke Kisin, Jakob Lindner, Martin Grohe

1

citations
Graph machine learning for design of high‐octane fuels
2022 AIChE Journal article Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann, Jana M. Weber, Philipp Morsch, Karl Alexander Heufer, +3 more

36

citations
Graph Machine Learning for Design of High-Octane Fuels
2022 RWTH Publications (RWTH Aachen) preprint Materials Science Machine Learning in Materials Science Open access

Jan G. Rittig, Martin Ritzert, Artur M. Schweidtmann, Jana M. Weber, Philipp Morsch, K. Alexander Heufer, +3 more

0

citations
Data Based Analysis of Requirements in Product Development Represented in Graph Based Semantic Requirement Nets
2023 conference-paper Computer Science Software Engineering Techniques and Practices

Michael Riesener, Viktor Slawik, S. Frölian, Maximilian Kühn, Günther Schuh

1

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
Utilizing protein structure graph embeddings to predict the pathogenicity of missense variants
2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access

Martin Danner, Matthias Begemann, Miriam Elbracht, Ingo Kurth, Jeremias Krause

0

citations
Utilizing protein structure graph embeddings to predict the pathogenicity of missense variants
2025 NAR Genomics and Bioinformatics article Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access

Martin Danner, Matthias Begemann, Miriam Elbracht, Ingo Kurth, Jeremias Krause

2

citations
Investigating antiquities trafficking with generative pre-trained transformer (GPT)-3 enabled knowledge graphs: A case study
2023 Open Research Europe article Arts and Humanities Digital Humanities and Scholarship Open access

Shawn Graham, Donna Yates, Ahmed El-Roby

9

citations
Integrating IoT, large language models, and knowledge graphs for future smart districts: A semantic approach for energy performance assessment
2025 Journal of Physics Conference Series conference-paper Computer Science Semantic Web and Ontologies Open access

Payam Fatehi Karjou, Max Berktold, Sina Khodadad Saryazdi, Martin Rätz, Dirk Müller

0

citations
Additional Signal Models for the LHCO2020 R&D
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Particle physics theoretical and experimental studies Open access

Ranit Das, Marie Hein, Gregor Kasieczka, Michael Krämer, Lukas Lang, Radha Mastandrea, +3 more

0

citations
Additional Signal Models for the LHCO2020 R&D
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Particle physics theoretical and experimental studies Open access

Ranit Das, Marie Hein, Gregor Kasieczka, Michael Krämer, Lukas Lang, Radha Mastandrea, +3 more

0

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
RePLEX: A Model-Based Reengineering Tool for PLEX Telecommunication Systems
2024 article Computer Science Model-Driven Software Engineering Techniques Open access

Christian Fuß, Christof Mosler, Marcel Pettau

0

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
Search Trees for Distributed Graph Transformation Systems
2024 RWTH Publications (RWTH Aachen) conference-paper Computer Science Model-Driven Software Engineering Techniques Open access

Ulrike Ranger, Mathias Lüstraeten

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