Data Assimilation on Atmospheric Modeling
0Encoder Training Time (s)4DEnVar
Evaluation results
| Method | Links | ||
|---|---|---|---|
| 4DEnVarAssimilation dim.=393216, Ensemble size=40, Hardware=AMD 7543 CPU2026.02 | 0 | — | |
| LEVDAAssimilation dim.=52, Ensemble size=100, Hardware=Nvidia A6000 GPU2026.02 | 0 | 19.47 | |
| LD-EnSFAssimilation dim.=52, Ensemble size=100, Hardware=Nvidia A6000 GPU2026.02 | 1,429 | 1.42 | |
| Latent-EnSFAssimilation dim.=512, Ensemble size=100, Hardware=Nvidia A6000 GPU2026.02 | 58,231 | 37.5 |