| About this Abstract |
| Meeting |
TMS Specialty Congress 2024
|
| Symposium
|
Accelerating Discovery for Mechanical Behavior of Materials 2024
|
| Presentation Title |
Transforming Materials Science With Ontologies, ELN, and LIMS:
Semantic Web Solutions for Digitalization and Data Excellence |
| Author(s) |
Markus Schilling, Bernd Bayerlein, Sebastian Bruns, Matthias Grönewald, Philipp von Hartrott, Jörg Waitelonis, Henk Birkholz, June Lau, Birgit Skrotzki |
| On-Site Speaker (Planned) |
Markus Schilling |
| Abstract Scope |
In the pursuit of advancing materials development and digitalization within materials sciences, ensuring quality assurance, interoperability, and adherence to FAIR principles is significant. To address these challenges, Semantic Web Technologies (SWT) are employed for storage, processing, and contextualization of data, offering machine-understandable and human-readable knowledge representations crucial for data management.
The presentation delves into the 'platform MaterialDigital' (PMD) project, aiming to create a virtual material data space. Key focuses include developing data structure agreements, enhancing expressivity and interoperability through ontologies, and connecting data to these ontologies. Besides ontology development, a practical example involves semantically linking test data to an ontology through an electronic laboratory notebook, facilitating digitally integrated experiments. The presentation also discusses the seamless integration of this data pipeline into a laboratory information management system (LIMS) and the potential benefits of integrating semantic conceptualization and knowledge graphs into LIMS, providing a glimpse of the emerging SWT integration in LIMS. |
| Proceedings Inclusion? |
Definite: Other |