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

Dan Lu, Daniel Ricciuto

Improving predictive understanding of Earth system variability and change requires data-model integration. Efficient data-model integration for complex models requires surrogate mo…