66 citations · 139 across the 8 of their papers we have counts for
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physics.ao-ph2024★ 1 cited
Prediction Beyond the Medium Range with an Atmosphere-Ocean Model that Combines Physics-based Modeling and Machine Learning
Dhruvit Patel, Troy Arcomano, Brian Hunt +2
This paper explores the potential of a hybrid modeling approach that combines machine learning (ML) with conventional physics-based modeling for weather prediction beyond the mediu…
physics.ao-ph2007★ 13 cited
Comparison between Local Ensemble Transform Kalman Filter and PSAS in the NASA finite volume GCM: perfect model experiments
Junjie Liu, Elana Judith Fertig, Hong Li +5
This paper explores the potential of Local Ensemble Transform Kalman Filter (LETKF) by comparing the performance of LETKF with an operational 3D-Var assimilation system, Physical-S…