Machine Learning Workflows in Climate Modeling: Design Patterns and Insights from Case Studies

Tian Zheng, Subashree Venkatasubramanian, Shuolin Li +5

Machine learning has been increasingly applied in climate modeling on system emulation acceleration, data-driven parameter inference, forecasting, and knowledge discovery, addressi…