# Empirical study on fine-tuning pre-trained large language models for fault diagnosis of complex systems

> Research article (Reliability Engineering & System Safety, 2024) · cited 93× · AI/ML

**Wikidata**: [openalex:W4400943524](https://www.wikidata.org/wiki/openalex:W4400943524)  
**Source**: https://4ort.xyz/entity/empirical-study-on-fine-tuning-pre-trained-large-language-models-for-fault-diagnosis-of-complex-systems