ResearchBenchmarksSolving heat conduction equations on Heat conduction equation (21) (k = 500π) (test)Follow0.0006eL∞ ErrorMS-SFNN-0.04060.2373440.5152890.793233May 29, 2026Evaluation ResultsMethodMethodLinkseL∞ ErroreL2 ErrorMS-SFNN2026.050.00060.0002SV-SNN2026.050.04450.0375PINN2026.051.030.995