ResearchBenchmarksPDE Forecasting on Kuramoto-Sivashinsky (KS) L=66, σ=0.05PDE Forecasting on Kuramoto-Sivashinsky (KS) L=66, σ=0.05Follow0.123Wasserstein DistanceResNet0.092080.300790.50950.71821Jun 30, 2026Evaluation resultsMethodMethodLinksWasserstein DistanceResNet2026.060.123SI2026.060.125UNet2026.060.127PDE-TFrollout=one step aheadrollout=one step ahead2026.060.181PDE-Ttraining=MSEtraining=MSE2026.060.249UNet Ploss=heteroscedastic G...loss=heteroscedastic Gaussian negative log likelihood2026.060.896