@InProceedings{merkelbach_et_al:OASIcs.DX.2024.31, author = {Merkelbach, Silke and Diedrich, Alexander and Sztyber-Betley, Anna and Trav\'{e}-Massuy\`{e}s, Louise and Chanthery, Elodie and Niggemann, Oliver and Dumitrescu, Roman}, title = {{Using Multi-Modal LLMs to Create Models for Fault Diagnosis}}, booktitle = {35th International Conference on Principles of Diagnosis and Resilient Systems (DX 2024)}, pages = {31:1--31:15}, series = {Open Access Series in Informatics (OASIcs)}, ISBN = {978-3-95977-356-0}, ISSN = {2190-6807}, year = {2024}, volume = {125}, editor = {Pill, Ingo and Natan, Avraham and Wotawa, Franz}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/OASIcs.DX.2024.31}, URN = {urn:nbn:de:0030-drops-221236}, doi = {10.4230/OASIcs.DX.2024.31}, annote = {Keywords: Fault Diagnosis, Large Language Models, LLMs, Physical Modelling, Process Industry, P\&IDs} }