Share your thoughts, 1 month free Claude Pro on usSee more

Operator Learning Rollout Prediction on E3 Kuramoto-Sivashinsky Equation

0MSE

TF-SNO

Updated 1mo ago

Evaluation Results

Method	Links
TF-SNO 2026.06		0	0.0078	0.0158
U-NO 2026.06		0	0.0084	0.0159
WNO 2026.06		0	0.0092	0.0173
FINO 2026.06		0	0.0082	0.0163
FNO 2026.06		0	0.0127	0.0182
PINO 2026.06		0	0.0103	0.0158
TF-SNO 2026.06		0	0.0195	0.0256
FINO 2026.06		0	0.022	0.0302
U-NO 2026.06		0.0001	0.0338	0.0384
TF-SNO 2026.06		0.0002	0.0433	0.0484
WNO 2026.06		0.0002	0.0417	0.0494
FINO 2026.06		0.0003	0.0485	0.0572
PINO 2026.06		0.0003	0.0603	0.0641
U-NO 2026.06		0.0005	0.0751	0.0821
FNO 2026.06		0.0006	0.0756	0.0795
TF-SNO 2026.06		0.0009	0.0836	0.0911
FINO 2026.06		0.0011	0.0972	0.1102
WNO 2026.06		0.0014	0.1046	0.1168
U-NO 2026.06		0.0016	0.1307	0.1406
PINO 2026.06		0.0016	0.1355	0.1419
FNO 2026.06		0.0028	0.166	0.1721
DeepONet 2026.06		0.0049	0.2564	0.2937
PINO 2026.06		0.0066	0.2522	0.266
WNO 2026.06		0.0073	0.2182	0.2474
FNO 2026.06		0.009	0.2905	0.3005
DeepONet 2026.06		0.1171	1.4739	1.5362
DeepONet 2026.06		0.1545	1.6245	1.7389
DeepONet 2026.06		0.2724	1.9921	2.2553