ResearchBenchmarksForward PDE Solving on Fisher-KPPFollow2.95Median L2 ErrorFAMO+UAM2.82363.67684.535.3832May 11, 2026Evaluation ResultsMethodMethodLinksMedian L2 ErrorFAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=2.1×2026.052.95FAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=2.1×2026.055.27VanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=2.1×2026.056.11