2 papers
physics.ao-ph2025
Towards a Climate OSSE Framework for Satellite Mission Design
Ann M. Fridlind, Gregory S. Elsaesser, Marcus van Lier-Walqui +24
The rich history of observing system simulation experiments (OSSEs) does not yet include a well-established framework for using climate models. The need for a climate OSSE is trigg…
cs.LG2025
Recommendations for Comprehensive and Independent Evaluation of Machine Learning-Based Earth System Models
Paul A. Ullrich, Elizabeth A. Barnes, William D. Collins +9
Machine learning (ML) is a revolutionary technology with demonstrable applications across multiple disciplines. Within the Earth science community, ML has been most visible for wea…