Continuous Hyper-parameter OPtimization (CHOP) in an ensemble Kalman filter
Practical data assimilation algorithms often contain hyper-parameters, which may arise due to, for instance, the use of certain auxiliary techniques like covariance inflation and localization in an ensemble Kalman filter, the re-parameterization of certain quantities such as model and/or observation...
| 主要な著者: | , |
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| フォーマット: | 論文 |
| 言語: | English |
| 出版事項: |
Frontiers Media S.A.
2022-10-01
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| シリーズ: | Frontiers in Applied Mathematics and Statistics |
| 主題: | |
| オンライン･アクセス: | https://www.frontiersin.org/articles/10.3389/fams.2022.1021551/full |