Recommendations for Comprehensive and Independent Evaluation of Machine
Learning-Based Earth System Models
Recommendations for Comprehensive and Independent Evaluation of Machine
Learning-Based Earth System Models
Machine learning (ML) is a revolutionary technology with demonstrable applications across multiple disciplines. Within the Earth science community, ML has been most visible for weather forecasting, producing forecasts that rival modern physics-based models. Given the importance of deepening our understanding and improving predictions of the Earth system on all time …