# Efficient surrogate modeling methods for large-scale Earth system models based on machine-learning techniques

> Research article (Geoscientific model development, 2019) · cited 62× · AI/ML

**Wikidata**: [openalex:W2910249264](https://www.wikidata.org/wiki/openalex:W2910249264)  
**Source**: https://4ort.xyz/entity/efficient-surrogate-modeling-methods-for-large-scale-earth-system-models-based-on-machine-learning-techniques