1D Reaction-Diffusion on 1D reaction-diffusion (x in [-4, 4])
2.07E(u_theta)cPIKAN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| cPIKANL, K_l, kCheb=4, 6, 32026.03 | 2.07 | 0.6611 | |
| PINNL, K_l, kCheb=4, 12, -2026.03 | 2.15 | 0.6809 | |
| Symbolic-KANL, K_l, E=4, 6, 3, Selected Primitives=Layer 0: → [sin, x, cos, sin, sin, x], Layer 1: → [sin, sin, sin, x^2, sin, sin], Layer 2: → [cos, sin, cos, cos, sin, sin], Layer 3: → [sin, cos, sin, cos, sin, sin]2026.03 | 9.37 | 0.6985 |