Learning Closed‐Form Equations for Subgrid‐Scale Closures From High‐Fidelity Data: Promises and Challenges
Abstract There is growing interest in discovering interpretable, closed‐form equations for subgrid‐scale (SGS) closures/parameterizations of complex processes in Earth systems. Here, we apply a common equation‐discovery technique with expansive libraries to learn closures from filtered direct numeri...
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| Автори: | , , , , |
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| Формат: | Artigo |
| Мова: | Inglês |
| Опубліковано: |
American Geophysical Union (AGU)
2024-07-01
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| Серія: | Journal of Advances in Modeling Earth Systems |
| Предмети: | |
| Онлайн доступ: | https://doi.org/10.1029/2023MS003874 |
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