Publications

Sarbani Roy, Fangfang Wang, and Karoline Weinspach. Integration Scripts for DFG Classification for Dataverse-based Repositories. 2025. [PUMA: myown]

Karoline Weinspach. Training dataset for AI-supported subject indexing of research data with DFG classification. 2025. [PUMA: myown]

Rudolf Wittner, Cecilia Mascia, Matej Gallo, Francesca Frexia, Heimo Müller, Markus Plass, Jörg Geiger, and Petr Holub. Lightweight Distributed Provenance Model for Complex Real--world Environments. Scientific Data, (9)1:503, Aug 17, 2022. [PUMA: provenance metadata profile prov] URL

Soo-Yon Kim, Martin Görz, and Sandra Geisler. KONDA: An LLM-based Tool for Semantic Annotation and Knowledge Graph Creation Using Ontologies for Research Data. Zenodo, August 2025. [PUMA: forschungsdaten metadata AI tools LLM] URL

Hafiz Muhammad Noman, and Michael Selzer. Enhancing Multiscale Simulation Data Management with Domain Ontologies and an ELN: Addressing Challenges and Implementing Strategies. Data Science Journal, September 2025. [PUMA: metadata ontologie simulation nfdi4ing multiscale]

Alexander S. Behr, Diana Chernenko, Dominik Koßmann, Arjun Neyyathala, Schirin Hanf, Stephan A. Schunk, and Norbert Kockmann. Generating knowledge graphs through text mining of catalysis research related literature. Catal. Sci. Technol., (14)19:5699-5713, The Royal Society of Chemistry, 2024. [PUMA: enrichment NLP forschungsdaten metadata ontologie AI catalysis extraction] URL

Antonia Schier, Oliver Vettermann, Oliver Watteler, and Ulrich Sax. FAIR-Prinzipien und Datenschutz | Factsheet 3 - Data Linkage: FAIR und datenschutzkonform. Zenodo, July 2025. [PUMA: Verknüpfung forschungsdaten FAIR rechtlicheFragestellungen Datenschutz] URL

Katharina Deschler, Andreas Hübner, Hans März, Kati Mozygemba, Jochem Rieger, and Ulrich Sax. FAIR-Prinzipien und Datenschutz | Factsheet 2 - Methoden zum FAIRen und datenschutzkonformen Umgang mit personenbezogenen Daten. Zenodo, July 2025. [PUMA: forschungsdaten FAIR rechtlicheFragestellungen Datenschutz] URL

Vasilka Stoilova, Constantin Breß, Patrick Brunner, Katharina Deschler, and Nicolas Reiser. FAIR-Prinzipien und Datenschutz | Factsheet 1 - Einwilligung: FAIR und datenschutzkonform. Zenodo, July 2025. [PUMA: forschungsdaten rechtlicheFragestellungen Datenschutz Einwilligung] URL

Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, and Erwin Kessels. LLMs4SchemaDiscovery: A Human-in-the-Loop Workflow for Scientific Schema Mining with Large Language Models. 2025. [PUMA: schema metadata extraction llm] URL

Ove Johan Ragnar Gustafsson, Sean R. Wilkinson, Finn Bacall, Stian Soiland-Reyes, Simone Leo, Luca Pireddu, Stuart Owen, Nick Juty, José M. Fernández, Tom Brown, Hervé Ménager, Björn Grüning, Salvador Capella-Gutierrez, Frederik Coppens, and Carole Goble. WorkflowHub: a registry for computational workflows. Scientific Data, (12)1:837--, 2025. [PUMA: registry forschungsdaten metadata researchObjects tools] URL

Arofan Gregory, Darren Bell, Dan Brickley, Pier Luigi Buttigieg, Simon Cox, Michelle Edwards, Fils Doug, Luis Gerardo Gonzalez Morales, Pascal Heus, Simon Hodson, Chifundo Kanjala, Yann Le Franc, Lauren Maxwell, Laura Molloy, Steve Richard, Flavio Rizzolo, Peter Winstanley, Lesley Wyborn, and Adrian Burton. WorldFAIR (D2.3) Cross-Domain Interoperability Framework (CDIF) (Report Synthesising Recommendations for Disciplines and Cross-Disciplinary Research Areas). Zenodo, May 2024. [PUMA: standard forschungsdaten metadata policy europe] URL

Florian Fritze, Björn Selent, Karoline Weinspach, Sarbani Roy, and Dorothea Iglezakis. Efficient Data Curation by Automating Workflows. In Philipp Kling (Eds.), E-Science-Tage 2025 Research Data Management: Challenges in a Changing World, heiBOOKS 2025. [PUMA: myown forschungsdaten metadata curation tools]

Roman Baum, Syphax Bouazzouni, Jan Fillies, Naouel Karam, Oliver Koepler, Pooya Oladazimi, and Julia Sasse. TS4NFDI Requirements Analysis Report. Zenodo, September 2024. [PUMA: terminologies survey requirements nfdi] URL

Leyla Jael Castro, Stephan Ferenz, Hamideh Hajiabadi, Patrick Kuckertz, Matthias Löbe, Christian Schmidt, Alexander Struck, and Florian Thiery. Results on a Survey on Research Software Metadata in the NFDI Consortia. Zenodo, August 2024. [PUMA: forschungsdaten metadata software survey nfdi] URL

Roman Baum. Einführung in Terminologien und Terminologiedienste. Zenodo, February 2025. [PUMA: terminologies forschungsdaten metadata pid tools] URL

Stephan Ferenz, Bernhard Miller, Christian Busse, Évariste Demandt, Franziska Eberl, Barbara Ebert, Juliane Fluck, Konrad U. Förstner, Michael Goedicke, Christine Hennig, Gerald Wolfgang Jagusch, Lukas Jansen, Christin Keller, Ulrich Krieger, Najla Rettberg, Torsten Schrade, Jörg Seegert, Dirk von Suchodoletz, Thorsten Trippel, and Stefanie Weidtkamp-Peters. Arbeitsplan 2025 der Taskforce Governance and Sustainability (TFGS) - Schritte zur Weiterentwicklung unserer NFDI. Zenodo, April 2025. [PUMA: forschungsdaten positionspapier governance politik nfdi] URL

Konsortialversammlung des Vereins Nationale Forschungsdateninfrastruktur (NFDI) e.V.. Status quo und Zukunft der NFDI - Eine Perspektive der Fachkonsortien. Zenodo, January 2025. [PUMA: forschungdaten positionspapier politik nfdi] URL

Britta Petersen, Franziska Altemeier, Sophie Boße, Nina Düvel, Claudia Engelhardt, Mark Fichtner, Canan Hastik, Jan-Michael Haugwitz, Juliane Jacob, Katharina Koch, Alessandra Kuntz, Antje Manske, Andreas Mühlichen, Jorge Murcia Serra, Jochen Ortmeyer, Manuela Richter, Hermann Schranzhofer, Benjamin Slowig, Ute Trautwein-Bruns, Dorothee Urbaum, Anne Voigt, Stephanie Werner, Cord Wiljes, and Linda Zollitsch. Lernzielmatrix zum Themenbereich Forschungsdatenmanagement (FDM). Zenodo, March 2025. [PUMA: forschungsdaten lernziel training] URL

Raia Abu Ahmad. Investigating Knowledge Injection Approaches for Field of Research Classification of Scholarly Articles. In OSNABRÜCK UNIVERSITY (Eds.), 2023. [PUMA: subjectIndexing automated da-fdm]