Data‐Driven Stochastic Lie Transport Modeling of the 2D Euler Equations
Abstract In this paper, we propose and assess several stochastic parametrizations for data‐driven modeling of the two‐dimensional Euler equations using coarse‐grid SPDEs. The framework of Stochastic Advection by Lie Transport (SALT) (Cotter et al., 2019, https://doi.org/10.1137/18m1167929) is employ...
Main Authors: | Sagy R. Ephrati, Paolo Cifani, Erwin Luesink, Bernard J. Geurts |
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Format: | Article |
Language: | English |
Published: |
American Geophysical Union (AGU)
2023-01-01
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Series: | Journal of Advances in Modeling Earth Systems |
Subjects: | |
Online Access: | https://doi.org/10.1029/2022MS003268 |
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