Learning deterministic mean dynamics on Van der Pol oscillator
1.5True MSESPH-NN-NLL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPH-NN-NLLModel=SPH-NN-NLL2026.03 | 1.5 | 0.015 | 0.02 | 0.023 | |
| SPH-NN-CEModel=SPH-NN-CE2026.03 | 2.2 | 0.011 | 0.017 | 0.018 | |
| BaselineModel=Baseline2026.03 | 2.53 | 0.247 | 0.33 | 0.349 | |
| SPH-NN-IBModel=SPH-NN-IB2026.03 | 2.87 | 0.037 | 0.051 | 0.053 |