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ResearchFormerly WizWand

u0 -> u mapping on Stochastic Korteweg-De Vries (KdV) N=1000, T=0.5 (test)

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

Evaluation results

MethodLinks
NSPDETraining samples (N)=1000, Time horizon (T)=0.52021.100.008
NCDE-FNOTraining samples (N)=1000, Time horizon (T)=0.52021.100.259
NCDETraining samples (N)=1000, Time horizon (T)=0.52021.100.466
NRDETraining samples (N)=1000, Time horizon (T)=0.52021.100.503
NSPDETraining samples (N)=1000, Time horizon (T)=0.52021.100.832
FNOTraining samples (N)=1000, Time horizon (T)=0.52021.100.835
DeepONetTraining samples (N)=1000, Time horizon (T)=0.52021.100.874