Publications

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]

Jan Linxweiler, Tom Hensel, and Katja Wermbter. NFDI4Ing Community Survey 2023. Zenodo, January 2024. [PUMA: forschungsdaten motivation nfdi4ing survey nfdi] 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