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ResearchFormerly WizWand

State Estimation on Lorenz-96 quadratic capped observation operator (test)

0.201RMSEFPPF
0.021.241752.46353.68525Jul 1, 2026
Updated 4mo ago

Evaluation results

MethodLinks
FPPFState Dimension dx=52026.070.2010.125
FPPFState Dimension dx=152026.070.2370.134
FPPFState Dimension dx=252026.070.2540.142
BPFState Dimension dx=52026.070.2790.205
APFState Dimension dx=52026.070.2880.207
FPPFState Dimension dx=102026.070.3210.191
FlowDASState Dimension dx=52026.070.3540.233
FPPFState Dimension dx=202026.070.3820.223
BPFState Dimension dx=152026.070.4040.242
BPFState Dimension dx=102026.070.4110.25
APFState Dimension dx=102026.070.4160.25
APFState Dimension dx=152026.070.4290.253
FlowDASState Dimension dx=152026.070.510.283
FPPFState Dimension dx=502026.070.5190.289
NASMC-GaussState Dimension dx=52026.070.5560.358
FlowDASState Dimension dx=102026.070.560.331
BPFState Dimension dx=202026.070.5910.332
APFState Dimension dx=202026.070.6060.342
FlowDASState Dimension dx=252026.070.6290.33
NASMC-MDState Dimension dx=52026.070.6390.423
FlowDASState Dimension dx=202026.070.740.411
EnKFState Dimension dx=52026.070.7570.52
APFState Dimension dx=252026.070.7720.431
BPFState Dimension dx=252026.070.8030.456
NASMC-MDState Dimension dx=102026.070.8570.581
FlowDASState Dimension dx=502026.070.9450.511
NASMC-GaussState Dimension dx=102026.070.9570.657
InfNNState Dimension dx=52026.070.9620.684
NASMC-MDState Dimension dx=152026.071.050.697
NASMC-GaussState Dimension dx=152026.071.060.703
NASMC-MDState Dimension dx=252026.071.1840.773
NASMC-GaussState Dimension dx=202026.071.2480.823
NASMC-MDState Dimension dx=202026.071.4160.92
NASMC-GaussState Dimension dx=502026.071.4250.901
NASMC-GaussState Dimension dx=252026.071.5020.961
NASMC-MDState Dimension dx=502026.071.6050.995
EnKFState Dimension dx=102026.071.6611.145
APFState Dimension dx=502026.071.8781.143
BPFState Dimension dx=502026.071.9421.213
EnKFState Dimension dx=152026.072.6211.761
EnKFState Dimension dx=202026.073.1572.102
InfNNState Dimension dx=102026.073.2822.441
EnKFState Dimension dx=252026.073.4742.368
InfNNState Dimension dx=152026.073.5992.606
InfNNState Dimension dx=202026.074.2133.149
InfNNState Dimension dx=252026.074.3143.227
EnKFState Dimension dx=502026.074.3533.102
InfNNState Dimension dx=502026.074.7263.651