| Vol-4104 urn:nbn:de:0074-4104-x Copyright © 2025 for the individual papers by the papers' authors. Copyright © 2025 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# SeMatS 2025
Semantic Materials Science 2025

### Proceedings of the Second International Workshop on Semantic Materials Science: Harnessing the Power of Semantic Web Technologies in Materials Science
co-located with the 24th International Semantic Web Conference (ISWC 2025)

### Nara, Japan, November 2nd, 2025.

Edited by

### Andre Valdestilhas *
Huanyu Li **
Patrick Lambrix **
Harald Sack ***

* Vrije Universiteit Amsterdam, The Netherlands
** Linköping University, Sweden
*** FIZ Karlsruhe, Leibniz Institute for Information Infrastructure & KIT Karlsruhe, Germany

## Table of Contents

- Preface
  Summary: There were 6 papers submitted for peer-review to this workshop. Out of these, 5 papers were accepted for this volume. In additional, this volume includes an invited paper.

### Invited Keynote Paper:

- Semantic Data Management for Synchrotron Science: Materials Data Science Ontology (MDS-Onto) for FAIR, Learning and Reasoning 1-2
  Roger H. French

### Regular Papers:

- OntOMat - Towards an Ontology-based Integration of Manufacturing and Simulation Processes for Fiber-reinforced Materials 3-14
  Patrik Schneider, Martin Kördel, Nicolas Christ, Niklas-Alexander Toffert, Maja Milicic Brandt
- LLM-Driven Multi-Agent Inspection Planning via Semantically Enriched Knowledge Graphs for Non-Destructive Testing 15-27
  Ghezal Ahmad Zia, Andre Valdestilhas, Benjamin Moreno Torres, Sabine Kruschwitz
- Semantic Representation of Processes with Ontology Design Patterns 28-40
  Ebrahim Norouzi, Sven Hertling, Joerg Waitelonis, Harald Sack
- FAIR Data Management for Designing Sustainable Advanced Materials: A Position Paper 41-53
  Huanyu Li, John Laurence Esguerra, Feng Wang, Eva Blomqvist

### Short Paper:

- Leveraging LLM and KG for Knowledge Transfer in Traditional Material Manufacturing industry: Experience and Challenges 54-56
  Ziyu Li, Per Jansson, He Tan, Anders Jarfors

2025-11-10: submitted by Huanyu Li, metadata incl. bibliographic data published under Creative Commons CC0
2025-11-23: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|