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ResearchFormerly WizWand

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

0.004Relative L2 ErrorNSPDE
-0.015720.117390.25050.38361Oct 19, 2021
Updated 8mo ago

Evaluation results

MethodLinks
NSPDETraining samples (N)=1000, Time horizon (T)=0.52021.100.004
FNOTraining samples (N)=1000, Time horizon (T)=0.52021.100.079
NCDE-FNOTraining samples (N)=1000, Time horizon (T)=0.52021.100.126
DeepONetTraining samples (N)=1000, Time horizon (T)=0.52021.100.235
NCDETraining samples (N)=1000, Time horizon (T)=0.52021.100.464
NRDETraining samples (N)=1000, Time horizon (T)=0.52021.100.497