| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| 2D Allen-Cahn equation (20) with a = 20 | TGPS-NT | Relative L2 Error0.0005 | 16 | 4mo ago | |
| nonlinear heat n = 64 (test) | Baldwinian-PINN | Relative L2 Error0.0006 | 8 | 5mo ago | |
| Burgers’ equation n = 32 (test) | Baldwinian-PINN | Relative L2 Error0.0004 | 8 | 5mo ago | |
| 6D diffusion-reaction n = 100 (test) | Baldwinian-PINN | Relative L2 Error0.0002 | 7 | 5mo ago | |
| Diffusion-reaction n = 64 (test) | Baldwinian-PINN | Relative L2 Error0.0001 | 7 | 5mo ago | |
| Allen-Cahn equation n = 32 (test) | Baldwinian-PINN | Relative L2 Error0.001 | 7 | 5mo ago | |
| TC-11 Time-dependent viscous Burger's equation | PIBLS | Max Error0 | 5 | 1mo ago | |
| TC-10 Nonlinear spring oscillator equation | PIBLS | Max Error0 | 5 | 1mo ago | |
| TC-9 Steady-state nonlinear Helmholtz equation | PIBLS | Max Error0 | 5 | 1mo ago |
