Theory and Modern Applications
From: A physics-informed neural network to model COVID-19 infection and hospitalization scenarios
size of α | diff (regularized by 10−5) | \(\mathrm{MSE}_{\mathrm{diff}}\) (regularized by 10−8) |
---|---|---|
0.3 | 4.7669 | 1.990189 |
0.5 | 3.6339 | 1.291875 |
0.65 | 3.6018 | 1.273610 |
0.9 | 2.0726 | 0.783272 |
0.93 | 1.7738 | 0.704100 |
0.94 | 1.3623 | 0.310871 |
0.945 | 1.1439 | 0.180857 |
0.9475 | 1.2032 | 0.230114 |
0.95 | 1.4719 | 0.415736 |
0.9525 | 1.5091 | 0.448027 |
0.955 | 1.5917 | 0.602143 |
0.96 | 1.7551 | 0.688926 |
0.97 | 2.2789 | 0.858422 |
0.98 | 2.7267 | 0.925258 |
0.99 | 2.7442 | 0.935908 |