ResearchBenchmarksPDE Solving on DIFFUSION PDE nc=36PDE Solving on DIFFUSION PDE nc=36Follow38.94Solve Time (ms)NLSS36.4653.269.9486.68Jan 28, 2026Evaluation resultsMethodMethodLinksSolve Time (ms)Total Time (Median) (ms)Total Time (Q1) (ms)Total Time (Q3) (ms)NLSSnc=36nc=362026.0138.94100.3492.05123.03Subspacenc=36nc=362026.0172.11137.55119.77156.53GNNnc=36nc=362026.0189.14826.26806.61858.97SVDnc=36nc=362026.0191.07122.39109.11137.13SA-AMGnc=493, source=PyAMGnc=493, source=PyAMG2026.01100.94157.9146.94174.08