# Windformer: A novel 4D high-resolution system for multi-step wind speed vector forecasting based on temporal shifted window multi-head self-attention

> Research article (Energy, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4402675664](https://www.wikidata.org/wiki/openalex:W4402675664)  
**Source**: https://4ort.xyz/entity/windformer-a-novel-4d-high-resolution-system-for-multi-step-wind-speed-vector-forecasting-based-on-temporal-shifted-wind