ResearchBenchmarksPhysics-informed probabilistic inference on Allen–Cahn equation (test)Physics-informed probabilistic inference on Allen–Cahn equation (test)Follow0.13RMSEFLOWW0.120.18750.2550.3225May 20, 2026Evaluation resultsMethodMethodLinksRMSENLPDTimeFLOWWWhitening=trueWhitening=true2026.050.13-0.834PHYSS2026.050.171.695AUTOIP2026.050.17-0.291FLOWWhitening=falseWhitening=false2026.050.383.24