ResearchBenchmarksNon-stationary PDE rollout prediction on E5Non-stationary PDE rollout prediction on E5Follow0.0007MSETF-SNO-0.0100220.0621490.134320.206491Jun 19, 2026Evaluation resultsMethodMethodLinksMSEL2 ErrorH1 ErrorTF-SNO2026.060.00070.03370.0632U-NO2026.060.00110.03920.0791FNO2026.060.00140.04870.0894FINO2026.060.00160.05150.0973PINO2026.060.0050.09430.1457WNO2026.060.08460.35870.9135DeepONet2026.060.2680.72190.8533