ResearchBenchmarksForward PDE solving on Heat-1DForward PDE solving on Heat-1DFollow4.69Median L2 ErrorFAMO+UAM4.63964.97985.325.6602May 11, 2026Evaluation resultsMethodMethodLinksMedian L2 ErrorFAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.02×2026.054.69VanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.02×2026.054.77FAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=1.02×2026.055.95