ResearchBenchmarksForward PDE solving on Burgers-NeumannFollow2.74Median L2 ErrorFAMO2.732.79752.8652.9325May 11, 2026Evaluation ResultsMethodMethodLinksMedian L2 ErrorFAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.01×2026.052.74VanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.01×2026.052.76FAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.01×2026.052.99