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.

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 Workshop on Deep Learning and Large Language Models for Knowledge Graphs (DL4KG2024) Co-located with KDD2024 [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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