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Data Assimilation on Lorenz-96 Delta t = 0.2
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0.1531
Relative RMSE
LAE-EnKF
0.1127
0.3854
0.6581
0.9308
Mar 6, 2026
Relative RMSE
Updated 1mo ago
Evaluation Results
Method
Method
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Relative RMSE
LAE-EnKF
Latent dimension n=100
2026.03
0.1531
LAE-EnKF
Latent dimension n=64
2026.03
0.1585
LAE-EnKF
Latent dimension n=80
2026.03
0.1605
EnKF
Localization=with
2026.03
0.1697
AE-EnKF
Latent dimension n=80
2026.03
0.3092
AE-EnKF
Latent dimension n=100
2026.03
0.3225
EnKF
Localization=without
2026.03
0.3698
AE-EnKF
Latent dimension n=64
2026.03
0.3733
DAE-EnKF
Latent dimension n=100
2026.03
0.659
DAE-EnKF
Latent dimension n=80
2026.03
0.7142
DAE-EnKF
Latent dimension n=64
2026.03
1.1631
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