ResearchBenchmarksDifferential Equation Solving on Diffusion equationDifferential Equation Solving on Diffusion equationFollow2.26Relative L2 ErrorFEniCS-0.838820.078140.99561.9119Feb 3, 2025Evaluation resultsMethodMethodLinksRelative L2 ErrorFEniCS2025.022.26PINNs2025.022.56SSDE2025.025.87SIGS2025.027.16HD-TLGPImplementation variant...Implementation variant=atoms2025.0233.34FBPINNs2025.0255.54HD-TLGPImplementation variant...Implementation variant=vanilla2025.0279.73