Learning deterministic mean dynamics on Duffing oscillator
2.6True MSESPH-NN-IB
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SPH-NN-IBModel=SPH-NN-IB2026.03 | 2.6 | 0.018 | 0.017 | 0.005 | |
| SPH-NN-NLLModel=SPH-NN-NLL2026.03 | 2.76 | 0.02 | 0.039 | 0.007 | |
| SPH-NN-CEModel=SPH-NN-CE2026.03 | 3.23 | 0.03 | 0.022 | 0.011 | |
| BaselineModel=Baseline2026.03 | 5.67 | 0.331 | 0.393 | 0.083 |