# Towards physics-inspired data-driven weather forecasting: integrating data assimilation with a deep spatial-transformer-based U-NET in a case study with ERA5

> Research article (Geoscientific model development, 2022) · cited 38× · AI/ML

**Wikidata**: [openalex:W4220664202](https://www.wikidata.org/wiki/openalex:W4220664202)  
**Source**: https://4ort.xyz/entity/towards-physics-inspired-data-driven-weather-forecasting-integrating-data-assimilation-with-a-deep-spatial-transformer-b