Publikationen

Mechanism-dependent antagonism of auxiliary information in substation-level load disaggregation for distribution network planning
Mu, X.; Thota, K.; Liu, N.; Liu, J.; Schlachter, T.; Hagenmeyer, V.
2027. Applied Energy, 427 (E), 129131. doi:10.1016/j.apenergy.2026.129131

Improving spatial allocation for energy system coupling with graph neural networks
Mu, X.; Geiges, J.; Liu, N.; Schlachter, T.; Hagenmeyer, V.
2027. Electric Power Systems Research, 262, Art.Nr: 113519. doi:10.1016/j.epsr.2026.113519

Towards Semantic Integration of Heterogeneous Energy Data
Liu, N.
2026. Proceedings of the 35th ACM International Conference on Information and Knowledge Management, 9349–9353, Association for Computing Machinery (ACM). doi:10.1145/3799682.3840219

Timely – A Domain Specific Language Extension of HTML to Visualize and Query Time Series Data using W3C Web Components
Schmidt, A.; Hochmuth, M.; Koubaa, M. A.; Martens, F.; Liu, N.; Schmurr, P.; Stucky, K.-U.; Süß, W.
2026, April 28. The Helmholtz Metadata Collaboration Conference (HCM 2026), Heidelberg, Deutschland, 28. April–1. Mai 2026. doi:10.5281/zenodo.19922706

Generating RSCAD FX Models for Real-Time EMT-Simulation using Component Graphs and PyAPI-RTS
Schmurr, P.; Liu, N.; Schmidt, A.; Çakmak, H. K.; Kocher, A.; Baumgarten, K.; Hagenmeyer, V.
2026. 2026 Open Source Modelling and Simulation of Energy Systems (OSMSES), 1–7, Institute of Electrical and Electronics Engineers (IEEE). doi:10.1109/OSMSES69376.2026.11457225

Embedding-Based Ontology Term Recommendation System for FAIR Data Publishing Workflows
Liu, N.; Koubaa, M.-A.; Schmidt, A.; Stucky, K.-U.; Suess, W.; Hagenmeyer, V.
2026. Cooperative Information Systems : 31st International Conference, CoopIS 2025, Marbella, Spain, October 20–22, 2025, Proceedings. Ed.: C. Cappiello, 573–583, Springer Nature Switzerland. doi:10.1007/978-3-032-15538-2_35

OniOn: An RGCN-Based Ontology Alignment Approach for Energy Data Integration
Liu, N.; Schmidt, A.; Stucky, K.-U.; Suess, W.; Hagenmeyer, V.
2026. The Semantic Web: ESWC 2025 Satellite Events, Portoroz, SLO, June 1–5, 2025, Proceedings. Ed.: E. Curry, 87–92, Springer Nature Switzerland. doi:10.1007/978-3-031-99554-5_16

From Start to Finish - A Process of Using Simulation Software in Energy Research Projects
Seiwerth, C.; Schwarz, J. S.; Fuentes Grau, L.; Qussous, R.; Schmurr, P.; Liu, N.; Pan, Z.; Steinert, A.
2025. Electronic Communications of the EASST, 85, 1. doi:10.14279/eceasst.v85.2714

From Strings to Semantics: Semi-Automatic Ontology Suggestions for FAIR Energy Data Publication Workflows
Liu, N.; Koubaa, M.; Süß, W.
2025, Dezember 2. Digital Transformation of Research Symposium on Digitalisation of Research (DiTraRe 2025), Karlsruhe, Deutschland, 2.–3. Dezember 2025. doi:10.5281/zenodo.17853510

From Strings to Semantics: A Graph-based Reranking Approach for Annotating Tables using Domain Ontologies
Liu, N.; Koubaa, M.-A.; Suess, W.; Hagenmeyer, V.
2025. ISWC-C 2025 : Industry, Doctoral Consortium, Posters and Demos at ISWC 2025 ; Joint Proceedings of Industry, Doctoral Consortium, Posters and Demos of the 24th International Semantic Web Conference (ISWC-C 2025), Nara, Japan, November 2-6, 2025. Ed.: I. Celino, 187–192, CEUR-WS

Toolchain for Dataset Description with Contextual Recommendation from Machine-Actionable Data Management Plans
Koubaa, M.-A.; Liu, N.; Martens, F.; Schmidt, A.; Stucky, K.-U.; Süß, W.
2025. Proceedings of the 17th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management. Vol. 2, 506–513, SciTePress. doi:10.5220/0013786300004000

FAIRlead: A Conceptual Framework for a Model Driven Software Development Approach in the Field of FAIR Data Management
Schmidt, A.; Koubaa, M.; Liu, N.; Schmurr, P.; Stucky, K. U.; Süss, W.
2024. Proceedings of the 16th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, 323–330, SciTePress. doi:10.5220/0013013700003838

FAIRlead - A Domain Independent, Model Driven Approach to follow the FAIR Data Avenue
Schmidt, A.; Koubaa, M. A.; Liu, N.; Schmurr, P.; Stucky, K.-U.; Süss, W.
2024, November 4. 3rd Helmholtz Metadata Collaboration Conference (2024), Online, 4.–6. November 2024. doi:10.5281/zenodo.14065464

Metadata Extraction from a Huge Time Series Database
Schmidt, A.; Koubaa, M. A.; Liu, N.; Stucky, K.-U.; Süß, W.
2024, Februar 6. 1st NFDI4Energy Conference (2024), Hannover, Deutschland, 20.–21. Februar 2024

Metadata Extraction from a Huge Time Series Database
Schmidt, A.; Koubaa, M. A.; Liu, N.; Stucky, K.-U.; Süß, W.
2024. Proceedings of the first NFDI4Energy Conference, 16 S., Zenodo. doi:10.5281/zenodo.10625406

Towards a Conception and the Implementation of FAIR Data Management Tools for the Energy Domain
Stucky, K.-U.; Koubaa, M. A.; Liu, N.; Schmidt, A.; Süß, W.; Hagenmeyer, V.
2024. 1. NFDI4Energy Conference, 5 S., Zenodo. doi:10.5281/zenodo.10614813