ResearchBenchmarksGradient flow dynamics marginal prediction on Gradient flow SDEs Unpaired (train)Gradient flow dynamics marginal prediction on Gradient flow SDEs Unpaired (train)Follow0.068Average W1 DistanceWLM0.061280.106640.1520.19736May 8, 2026Evaluation resultsMethodMethodLinksAverage W1 DistanceWLMFriction=learnableFriction=learnable2026.050.068NN-APPEX2026.050.102WLMFriction=0Friction=02026.050.119JKONET*2026.050.236