# A Novel Transformers Fault Diagnosis Method Based on Probabilistic Neural Network and Bio-Inspired Optimizer

> Research article (Sensors, 2021) · cited 26× · AI/ML

**Wikidata**: [openalex:W3164832856](https://www.wikidata.org/wiki/openalex:W3164832856)  
**Source**: https://4ort.xyz/entity/a-novel-transformers-fault-diagnosis-method-based-on-probabilistic-neural-network-and-bio-inspired-optimizer