Lebenslauf und Publikationen Ebrahim Norouzi

Ebrahim Norouzi is a Junior Researcher at FIZ Karlsruhe with Prof. Dr. Harald Sack. He holds an MSc degree in Materials Science and Simulation (ICAMS) from Ruhr University of Bochum. After completing his master’s degree, he worked as a scientific researcher at the Materials Informatics group of Fraunhofer Institute for Mechanics of Materials, IWM. He has solid knowledge of the programming language Python and various data science techniques such as machine learning, statistical analysis and data visualization as well as front-end development, and database management. He acquired a deep understanding of material characterization techniques from his previous work at the Max Planck Institute for Iron research. His research interests include Machine Learning, Semantic Web, and Modelling and Simulation in Materials Science.

2025

• Norouzi, E., Hertling, S. and Sack, H., 2025. ConExion: Concept Extraction with Large Language Models. arXiv preprint arXiv:2504.12915.
• Norouzi, E., Jung, N., Jacyszyn, A.M., Waitelonis, J. and Sack, H., 2025. AI4DiTraRe: Building the BFO-Compliant Chemotion Knowledge Graph. arXiv preprint arXiv:2509.01536.
• Norouzi, E., Hertling, S., Waitelonis, J. and Sack, H., 2025. Semantic Representation of Processes with Ontology Design Patterns. arXiv preprint arXiv:2509.23776.
• Raia Abu Ahmad, Reham Alharbi, Roberto Barile, Martin Böckling, Francisco Bolanos, Sara Bonfitto, Oleksandra Bruns, Irene Celino, Yashrajsinh Chudasama, Martin Critelli, Claudia d'Amato, Giada D'Ippolito, Ioannis Dasoulas, Stefano De Giorgis, Vincenzo De Leo, Chiara Di Bonaventura, Marco Di Panfilo, Daniil Dobriy, John Domingue, Xuemin Duan, Michel Dumontier, Sefika Efeoglu, Ruben Eschauzier, Fakih Ginwa, Nicolas Ferranti, Arianna Graciotti, Philipp Hanisch, George Hannah, Golsa Heidari, Aidan Hogan, Hassan Hussein, Alexane Jouglar, Jan-Christoph Kalo, Manoé Kieffer, Antonis Klironomos, Inês Koch, Weronika Lajewska, Nicolas Lazzari, Mikael Lindekrans, Anna Sofia Lippolis, Majlinda Llugiqi, Eleonora Mancini, Eleonora Marzi, Laura Menotti, Daniela Milon Flores, Soulakshmee Nagowah, Kerstin Neubert, Emetis Niazmand, Ebrahim Norouzi, Beatriz Olarte Martinez, Anouk Michelle Oudshoorn, Andrea Poltronieri, Valentina Presutti, Disha Purohit, Ensiyeh Raoufi, Celian Ringwald, Johanna Rockstroh, Sebastian Rudolph, Harald Sack, Zafar Saeed, Mohammad Javad Saeedizade, Aya Sahbi, Cristian Santini, Aleksandra Simic, Dennis Sommer, Rita Sousa, Mary Ann Tan, Vidyashree Tarikere, Tabea Tietz, Liam Tirpitz, Arnaldo Tomasino, Frank van Harmelen, Joao Vissoci, Caitlin Woods, Bohui Zhang, Xinyue Zhang, Heng Zheng, Semantic Web and Creative AI - A Technical Report from ISWS 2023, arXiv preprint arXiv:2501.18542, 2025. [local copy(pdf)|bibtex]

2024

• Beygi Nasrabadi, H., Norouzi, E., Sack, H., Skrotzki, B., Performance Evaluation of Upper-Level Ontologies in Developing Materials Science Ontologies and Knowledge Graphs. Advanced Engineering Materials, 2401534, 2024, CC BY 4.0, DOI: 10.1002/adem.202401534, [local copy(PDF)|bibtex]
• M. Li, H. Yang, Z. Liu, M.M. Alam, E. Norouzi, H. Sack and G.A. Gesese, 2024. KGMistral: Towards Boosting the Performance of Large Language Models for Question Answering with Knowledge Graph Integration. In Joint Proceedings of the Workshop on Knowledge-infused Learning (KIL 2024) and the workshop on Deep Learning and Large Language Models for Knowledge Graphs (DL4KG 2024) co-located with 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2024), CEUR-WS.org, vol. 3894, online: https://ceur-ws.org/Vol-3894/ [local copy (PDF)|bibtex].
• E. Norouzi, J. Waitelonis, H. Sack, The landscape of ontologies in materials science and engineering: a survey and evaluation, in Proc. of the First Int. Workshop on Semantic Materials Science (SeMatS 2024): Harnessing the Power of Semantic Web Technologies in Materials Science, pp. 78-100, CEUR-WS.org, vol. 3760, online https://ceur-ws.org/Vol-3760/paper3.pdf [local copy(PDF)|bibtex]
• S Hertling, E Norouzi, H Sack, OAEI Machine Learning Dataset for Online Model Generation, Proc. of the 21st Extended Semantic Web Conference (ESWC 2024), Poster & Demos, 2024. [local copy(PDF),bibTeX]

2023

• E. Norouzi, J. Waitelonis, H. Sack: Landscape Analysis of Ontologies in Materials Science and Engineering. In Proc. of EUROMAT 2023, [(BibTeX)].
• T. Tietz, O. Bruns, L. Söhn, J. Tolksdorf, E. Posthumus, J.J. Steller, H. Fliegl, E. Norouzi, J. Waitelonis, T. Schrade, H. Sack: From Floppy Disks to 5-Star LOD: FAIR Research Infrastructure for NFDI4Culture. In Proc. of 3rd Workshop on Metadata and Research (objects) Management for Linked Open Science - DaMaLOS 2023. [local copy (PDF) | (BibTeX) | (presentation slides)].

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