1D reaction-diffusion on 1D reaction-diffusion (x in [-2, 2])
1.5Error E(u_theta)PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PINNL, K_l, kCheb=4, 12, -2026.03 | 1.5 | 68.99 | |
| Symbolic-KANL, K_l, E=4, 6, 3, Selected Primitives=Layer 0: → [cos, exp, exp, x^2, x^2, x^2], Layer 1: → [cos, x, sin, sin, sin, x^2], Layer 2: → [sin, x, sin, sin, x, cos], Layer 3: → [cos, cos, x^2, cos, x, cos]2026.03 | 5.93 | 69.94 | |
| cPIKANL, K_l, kCheb=4, 6, 32026.03 | 8.25 | 69.98 |