2 papers
physics.geo-ph2026
Evolving beyond collapse: An adaptive particle batch smoother for cryospheric data assimilation
Kristoffer Aalstad, Esteban Alonso-González, Norbert Pirk +3
We present a new adaptive particle-based data assimilation scheme for cryospheric applications that leverages promising developments in importance sampling. The proposed approach s…
cs.CV2024
FourCastNeXt: Optimizing FourCastNet Training for Limited Compute
Edison Guo, Maruf Ahmed, Yue Sun +4
FourCastNeXt is an optimization of FourCastNet - a global machine learning weather forecasting model - that performs with a comparable level of accuracy and can be trained using ar…