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xi -> u mapping on Stochastic Korteweg-De Vries (KdV) N=1000 1.0 (test)

0.004Relative L2 ErrorNSPDE
-0.032360.213070.45850.70393Oct 19, 2021

Evaluation results

MethodLinks
NSPDET=0.5, N=10002021.100.004
NSPDET=0.5, N=1000, Subsampling Time=0%, Subsampling Space=50%2021.100.005
NSPDET=0.5, N=1000, Subsampling Time=10%, Subsampling Space=0%2021.100.076
FNOT=0.5, N=10002021.100.079
NCDE-FNOT=0.5, N=10002021.100.126
DeepONetT=0.5, N=10002021.100.235
NCDET=0.5, N=10002021.100.464
NRDET=0.5, N=10002021.100.497
NSPDET=1.0, N=10002021.100.904
FNOT=1.0, N=10002021.100.913