Publications

The study focusing on the tensile test ontology (TTO), which semantically represents the mechanical tensile test method and is developed within the project Plattform MaterialDigital (PMD):

Schilling, M., Bayerlein, B., v. Hartrott, P.,Waitelonis, J., Birkholz, H., Portella, P. D. and Skrotzki, B. - FAIR and structured data: A domain ontology aligned with standard-compliant tensile testing (2024)

The study on applying Semantic Web technologies to advance Materials Science and Engineering (MSE) through the integration of diverse datasets:

Bayerlein, B., Schilling, M., v. Hartrott, P. and Waitelonis, J. - Semantic integration of diverse data in materials science: Assessing Orowan strengthening (2024)

The manuscript describing the accelerated development of an ontology for microscopy in materials science and engineering, leveraging natural language processing (NLP) techniques:

Bayerlein, B., Schilling, M., Curran, M., Campbell, C. E., Dima, A. A., Birkholz, H. and Lau, J. W. - Natural language processing-driven Microscopy Ontology development (2024)

The study on linking electronic the laboratory notebooks (ELNs) data to semantic concepts, enriching the stored information and improving interpretability and reusability:

Schilling, M., Bruns, S., Bayerlein, B., Kryeziu, J., Schaarschmidt, J., and Waitelonis, J. - Seamless science: Lifting experimental mechanical testing lab data to an interoperable semantic representation (2024)

The article describing advancements in the ongoing digital transformation in materials science and engineering:

Bayerlein, B., Waitelonis, J. Birkholz, H. et al. - Concepts for a semantically accessible materials data space - Overview over specific implementations in materials science (2024)