ResearchBenchmarksForward PDE solving on Laplace-2DForward PDE solving on Laplace-2DFollow1.3Median L2 ErrorVanilla1.11882.34193.5654.7881May 11, 2026Evaluation resultsMethodMethodLinksMedian L2 ErrorVanillaEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=22×2026.051.3FAMOEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=22×2026.055.81FAMO+UAMEpochs=10K, dh=128, se...Epochs=10K, dh=128, seeds=3, Ratio=22×2026.055.83