Chaotic system prediction on Rössler (test)
0.387Effective Lyapunov ExponentCausal-PINN
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Causal-PINNsubdomains=10, collocation points=1002025.05 | 0.387 | 2.58 | |
| Reservoirnodes=300, spectral radius=1.12025.05 | 0.145 | 6.9 | |
| FlowMixer2025.05 | 0.133 | 7.54 | |
| Neural ODEsolver=dopri5, tolerances=10^−72025.05 | 0.098 | 10.2 | |
| True System2025.05 | 0.071 | 14.08 |