\(\varvec{N_u=N_p=N_S}\) | \(\varvec{T_{\text {proj,DAE}}}\) in s | \(\varvec{T_{\text {proj,data}}}\) in s | \(\varvec{T_{\text {PINNs,T}}}\) in min | \(\varvec{T_{\text {PINN,F}}}\) in s | \(\varvec{\text {Speedup}}\) |
---|---|---|---|---|---|
10 | 8.269 | 37.6084 | 58.01 | 0.004612 | \(2.4438 * 10^6\) |
20 | 25.219 | 59.5178 | 59.94 | 0.004715 | \(2.3711 * 10^6\) |
30 | 55.0379 | 77.1995 | 61.78 | 0.004778 | \(2.3557 * 10^6\) |
40 | 96.2729 | 100.27687 | 58.01 | 0.004873 | \(2.2907 * 10^6\) |
50 | 145.838 | 126.1021 | 71.7 | 0.006929 | \(1.6261 * 10^6\) |
60 | 207.629 | 159.0223 | 70.63 | 0.006481 | \(1.7393 * 10^6\) |
70 | 289.609 | 187.9712 | 59.91 | 0.006036 | \(1.8584 * 10^6\) |
80 | 387.812 | 233.1214 | 72.06 | 0.005258 | \(2.1340 * 10^6\) |
90 | 462.827 | 270.7364 | 65.49 | 0.005462 | \(2.0480 * 10^6\) |
100 | 649.555 | 322.3108 | 89.91 | 0.005543 | \(2.0314 * 10^6\) |
120 | 850.28 | 428.9114 | 101.0 | 0.005463 | \(2.0368 * 10^6\) |
150 | 1289.12 | 625.9247 | 136.8 | 0.006089 | \(1.8480 * 10^6\) |