# Long-term PM2.5 concentrations forecasting using CEEMDAN and deep Transformer neural network

> Research article (Atmospheric Pollution Research, 2023) · cited 32× · AI/ML

**Wikidata**: [openalex:W4383906492](https://www.wikidata.org/wiki/openalex:W4383906492)  
**Source**: https://4ort.xyz/entity/long-term-pm2-5-concentrations-forecasting-using-ceemdan-and-deep-transformer-neural-network