# A Transformer-based multimodal-learning framework using sky images for ultra-short-term solar irradiance forecasting

> Research article (Applied Energy, 2023) · cited 142× · AI/ML

**Wikidata**: [openalex:W4367598556](https://www.wikidata.org/wiki/openalex:W4367598556)  
**Source**: https://4ort.xyz/entity/a-transformer-based-multimodal-learning-framework-using-sky-images-for-ultra-short-term-solar-irradiance-forecasting