• Epistemic metadata for computational engineering information systems 

      Horsch, Martin Thomas; Chiacchiera, Silvia; Guevara Carrión, Gabriela; Kohns, Maximilian; Müller, Erich A.; Šarić, Denis; Stephan, Simon; Todorov, Ilian T.; Vrabec, Jadran; Schembera, Björn (Chapter, 2023)
      Digitalization is a priority for innovation in the engineering sciences. The digital transformation requires making the knowledge claims from scientific research data machine-actionable, so that they can be integrated and ...
    • European standardization efforts from FAIR toward explainable-AI-ready data documentation in materials modelling 

      Horsch, Martin Thomas; Schembera, Björn; Preisig, Heinz Adolf (Chapter, 2023)
      Security critical AI applications require a standardized and interoperable data and metadata documentation that makes the source data explainable-AI ready (XAIR). Within the domain of materials modelling and characterization, ...
    • NFDI4Cat: Local and overarching data infrastructures 

      Schimmler, Sonja; Bönisch, Thomas; Horsch, Martin Thomas; Petrenko, Taras; Schembera, Björn; Kushnarenko, Volodymyr; Wentzel, Bianca; Kirstein, Fabian; Viemann, Harald; Holeňa, Martin; Linke, David (Chapter, 2022)