ResearchBenchmarksMulti-physics PDE solving on Simplified MHD K=6Follow0.048Relative L2 ErrorFAMO0.0474720.0510360.05460.058164May 11, 2026Evaluation ResultsMethodMethodLinksRelative L2 ErrorRatio Relative to Vanilla ModelFAMOEpochs=15K, Seeds=5Epochs=15K, Seeds=52026.050.0481.27FAMO+UAMEpochs=15K, Seeds=4Epochs=15K, Seeds=42026.050.05071.21VanillaEpochs=15K, Seeds=5Epochs=15K, Seeds=52026.050.06121