ResearchBenchmarksForward PDE solving on Poisson-2DForward PDE solving on Poisson-2DFollow1.24Median L2 ErrorFAMO1.09842.05423.013.9658May 11, 2026Evaluation resultsMethodMethodLinksMedian L2 ErrorFAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=88×2026.051.24VanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=88×2026.054.21FAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=88×2026.054.78