Publications

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

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

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

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