ResearchBenchmarksPDE-Constrained Learning on Heat Equation Sine Mix ICFollow2MSE (IBC)LIESOLVER1.8962.5983.34.002Oct 29, 2025Evaluation ResultsMethodMethodLinksMSE (IBC)L2RE (Domain)LIESOLVERTime [s]=10, Params=38Time [s]=10, Params=382025.1023.5PINNTime [s]=1716, Params=...Time [s]=1716, Params=6 × 1002025.104.61.9