# Degradation Prediction of Proton Exchange Membrane Fuel Cell Based on Multi-Head Attention Neural Network and Transformer Model

> Research article (Energies, 2025) · cited 11× · AI/ML

**Wikidata**: [openalex:W4411377750](https://www.wikidata.org/wiki/openalex:W4411377750)  
**Source**: https://4ort.xyz/entity/degradation-prediction-of-proton-exchange-membrane-fuel-cell-based-on-multi-head-attention-neural-network-and-transforme