ResearchBenchmarksPDE Simulation on High-dimensional Heat Equation 10-dimensional (test)PDE Simulation on High-dimensional Heat Equation 10-dimensional (test)Follow0MAE (t=0)PFNN-0.0008760.0050370.010950.016863Oct 6, 2022Evaluation resultsMethodMethodLinksMAE (t=0)MAE (t=0.5)MAE (t=1)MAE (average)MAPE (t=0)MAPE (t=0.5)MAPE (t=1)MAPE (average)PFNN2022.1000.12530.33670.142505.028.194.64HC2022.1000.00290.00430.002600.120.110.1PINN-LA2022.100.00850.01490.07270.02350.550.591.730.78PINN-LA-22022.100.01220.02740.14950.04660.791.083.571.49PINN2022.100.02190.04280.16870.05821.431.74.041.99