Publications

Rudolf Wittner, Cecilia Mascia, Matej Gallo, Francesca Frexia, Heimo Müller, Markus Plass, Jörg Geiger, und Petr Holub. Lightweight Distributed Provenance Model for Complex Real--world Environments. Scientific Data, (9)1:503, 17.08.2022. [PUMA: provenance metadata profile prov] URL

Soo-Yon Kim, Martin Görz, und 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, und 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, und 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

Sameer Sadruddin, Jennifer D'Souza, Eleni Poupaki, Alex Watkins, Hamed Babaei Giglou, Anisa Rula, Bora Karasulu, Sören Auer, Adrie Mackus, und 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, und 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, und Adrian Burton. WorldFAIR (D2.3) Cross-Domain Interoperability Framework (CDIF) (Report Synthesising Recommendations for Disciplines and Cross-Disciplinary Research Areas). Zenodo, Mai 2024. [PUMA: standard forschungsdaten metadata policy europe] URL

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

Leyla Jael Castro, Stephan Ferenz, Hamideh Hajiabadi, Patrick Kuckertz, Matthias Löbe, Christian Schmidt, Alexander Struck, und 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, Februar 2025. [PUMA: terminologies forschungsdaten metadata pid tools] URL

Mario David, Miguel Colom, Daniel Garijo, Leyla Jael Castro, Violaine Louvet, Elisabetta Ronchieri, Massimo Torquati, Laura del Caño, Leong Cerlane, Maxime Van den Bossche, Isabel Campos, und Roberto Di Cosmo. Ensure Software Quality. Zenodo, Februar 2024. [PUMA: forschungsdaten metadata software qualitry] URL

Mario David, Miguel Colom, Daniel Garijo, Leyla Jael Castro, Violaine Louvet, Elisabetta Ronchieri, Massimo Torquati, Laura del Caño, Leong Cerlane, Maxime Van den Bossche, Isabel Campos, und Roberto Di Cosmo. Ensure Software Quality. Zenodo, Februar 2024. [PUMA: forschungsdaten metadata software qualitry] URL

Kelly Stathis, Cody Ross, Britta Dreyer, und Paul Vierkant. DataCite Metadata Schema 4.4 to Schema.org Mapping. In DataCite (Hrsg.), Zenodo, Februar 2023. [PUMA: mapping forschungsdaten metadata schemaOrg datacite] URL

Mingfang Wu, Stephen M. Richard, Chantelle Verhey, Leyla Jael Castro, Baptiste Cecconi, und Nick Juty. An Analysis of Crosswalks from Research Data Schemas to Schema.org. Data Intelligence, (5)1:100-121, März 2023. [PUMA: mapping forschungsdaten crosswalk metadata schemaOrg ontologie datacite dcat] URL

Björn Schembera. Like a rainbow in the dark: metadata annotation for HPC applications in the age of dark data. The Journal of Supercomputing, (77)8:8946--8966, 2021. [PUMA: metadata engmeta tools extraction] URL

Sven Hertling, und Heiko Paulheim. DBkWik: A Consolidated Knowledge Graph from Thousands of Wikis. 2018 IEEE International Conference on Big Knowledge (ICBK), 17-24, November 2018. [PUMA: metadata ontologie knowledgegraph]

Dean Allemang, und Juan Sequeda. Increasing the LLM Accuracy for Question Answering: Ontologies to the Rescue!. 2024. [PUMA: metadata ontologie artificialIntelligence llm] URL

Oliver Karras, Laura Budde, Paulina Merkel, Jörg Hermsdorf, Malte Stonis, Ludger Overmeyer, Bernd-Arno Behrens, und Sören Auer. Organizing Scientific Knowledge from Engineering Sciences Using the Open Research Knowledge Graph: The Tailored Forming Process Chain Use Case. Data Science Journal, (23)Ubiquity Press, Ltd., 2024. [PUMA: forschungsdaten metadata knowledgegraph] URL

Kate Lin, Tarfah Alrashed, und Natasha Noy. Relationships are Complicated! An Analysis of Relationships Between Datasets on the Web. 2024. [PUMA: forschungsdaten metadata schemaOrg relations] URL

Christian Stemmer, Nils Hoppe, Benjamin Farnbacher, Ralev Radoslav, und Giuseppe Chiapparino. A metadata crawler for simulation data management. 2021. [PUMA: hpc-computing metadata crawler NFDI4ING extraction] URL