# Physics-informed machine learning for reliability and systems safety applications: State of the art and challenges

> Research article (Reliability Engineering & System Safety, 2022) · cited 318× · AI/ML

**Wikidata**: [openalex:W4308033457](https://www.wikidata.org/wiki/openalex:W4308033457)  
**Source**: https://4ort.xyz/entity/physics-informed-machine-learning-for-reliability-and-systems-safety-applications-state-of-the-art-and-challenges