ResearchBenchmarksForward PDE solving on KG-HeavyFollow1.52Median L2 ErrorFAMO+UAM1.34282.53893.7354.9311May 11, 2026Evaluation ResultsMethodMethodLinksMedian L2 ErrorFAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=39×2026.051.52FAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=39×2026.052.64VanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=39×2026.055.95