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PDE Forecasting on Kuramoto-Sivashinsky (KS) L=22, σ=0.05
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0.156
Wasserstein Distance
ResNet
0.1042
0.45385
0.8035
1.15315
Jun 30, 2026
Wasserstein Distance
Updated 24d ago
Evaluation Results
Method
Method
Links
Wasserstein Distance
ResNet
2026.06
0.156
PDE-T
training=MSE
2026.06
0.161
SI
2026.06
0.163
UNet
2026.06
0.203
UNet M
method=Monte Carlo dro...
2026.06
0.715
UNet P
loss=heteroscedastic G...
2026.06
0.821
PDE-TF
rollout=one step ahead
2026.06
1.451
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