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ResearchFormerly WizWand

Prediction (u0 -> u mapping) on Stochastic KdV (N=1000, T=0.5 1.0) (test)

0.008Relative L2 ErrorNSPDE
-0.026640.207180.4410.67482Oct 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NSPDET=0.5, N=10002021.100.008
NSPDET=0.5, N=1000, Subsampling Time=0%, Subsampling Space=50%2021.100.008
NSPDET=1.0, N=10002021.100.012
NSPDET=0.5, N=1000, Subsampling Time=10%, Subsampling Space=0%2021.100.059
NCDE-FNOT=0.5, N=10002021.100.259
NCDET=0.5, N=10002021.100.466
NRDET=0.5, N=10002021.100.503
NSPDET=0.5, N=10002021.100.832
FNOT=0.5, N=10002021.100.835
DeepONetT=0.5, N=10002021.100.874