ResearchBenchmarksPDE Forecasting on Kuramoto-Sivashinsky (KS) L=66, σ=2.0PDE Forecasting on Kuramoto-Sivashinsky (KS) L=66, σ=2.0Follow0.226Wasserstein DistanceSI0.159760.606881.0541.50112Jun 30, 2026Evaluation resultsMethodMethodLinksWasserstein DistanceSI2026.060.226PDE-TFrollout=one step aheadrollout=one step ahead2026.060.282PDE-Ttraining=MSEtraining=MSE2026.060.576UNet2026.060.975ResNet2026.061.189UNet Mmethod=Monte Carlo dro...method=Monte Carlo dropout2026.061.316UNet Ploss=heteroscedastic G...loss=heteroscedastic Gaussian negative log likelihood2026.061.882