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ResearchFormerly WizWand

Korteweg-De Vries Equation Prediction on KdV 20-second sequence

0.0001NMSES-MNN
-0.0010520.0063870.0138250.021263Oct 8, 2024
Updated 5mo ago

Evaluation results

MethodLinks
S-MNNPrediction Sequence Length=20 sec2024.100.0001
MNN DensePrediction Sequence Length=20 sec2024.100.0001
FNO-AR-LPSDAPrediction Sequence Length=20 sec2024.100.001
FNO-ARPrediction Sequence Length=20 sec2024.100.003
FNO-LPSDAPrediction Sequence Length=20 sec2024.100.0055
ResNet-LPSDA-2Prediction Sequence Length=20 sec2024.100.0111
ResNet-LPSDA-4Prediction Sequence Length=20 sec2024.100.0113
ResNet-LPSDA-3Prediction Sequence Length=20 sec2024.100.0155
ResNet-LPSDA-1Prediction Sequence Length=20 sec2024.100.02
ResNetPrediction Sequence Length=20 sec2024.100.0223
FNOPrediction Sequence Length=20 sec2024.100.0276