ResearchBenchmarksGradient flow dynamics marginal prediction on Gradient flow SDEs Paired (train)Gradient flow dynamics marginal prediction on Gradient flow SDEs Paired (train)Follow0.062Average W1 DistanceWLM0.059720.075110.09050.10589May 8, 2026Evaluation resultsMethodMethodLinksAverage W1 DistanceWLMFriction=learnableFriction=learnable2026.050.062NN-APPEX2026.050.08JKONET*2026.050.085WLMFriction=0Friction=02026.050.119