Stable Simulation of the Community Atmosphere Model Using Machine‐Learning Physical Parameterization Trained With Experience Replay
Abstract In recent years, machine learning (ML) models have been used to improve physical parameterizations of general circulation models (GCMs). A significant challenge of integrating ML models into GCMs is the online instability when they are coupled for long‐term simulation. We present a new stra...
में बचाया:
| मुख्य लेखकों: | , , , , |
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| स्वरूप: | लेख |
| भाषा: | अंग्रेज़ी |
| प्रकाशित: |
American Geophysical Union (AGU)
2025-06-01
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| श्रृंखला: | Journal of Advances in Modeling Earth Systems |
| विषय: | |
| ऑनलाइन पहुंच: | https://doi.org/10.1029/2024MS004722 |
| टैग: |
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