# Physics-guided fault diagnosis method for proton exchange membrane fuel cells based on LSTM neural network

> Research article (Journal of Power Sources, 2024) · cited 30× · AI/ML

**Wikidata**: [openalex:W4404032308](https://www.wikidata.org/wiki/openalex:W4404032308)  
**Source**: https://4ort.xyz/entity/physics-guided-fault-diagnosis-method-for-proton-exchange-membrane-fuel-cells-based-on-lstm-neural-network