Rollout on delayed reaction-diffusion
0.09RolloutHS-FNO no-delay
Evaluation results
| Method | Links | |
|---|---|---|
| HS-FNO no-delayTime=0.0016, Params=1.23×105, Memory=20.42026.05 | 0.09 | |
| HS-FNOTime=0.0018, Params=2.19×105, Memory=22.02026.05 | 0.094 | |
| History2HistoryTime=0.0018, Params=6.09×106, Memory=78.52026.05 | 0.185 | |
| Lag-stackTime=0.0014, Params=1.05×106, Memory=27.62026.05 | 0.188 | |
| Current-stateTime=0.0013, Params=6.72×105, Memory=24.12026.05 | 0.241 | |
| Temporal U-NetTime=0.0026, Params=1.61×106, Memory=33.02026.05 | 0.352 | |
| ConvLSTMTime=0.0028, Params=1.54×106, Memory=32.52026.05 | 0.383 | |
| TransformerTime=0.0020, Params=7.69×104, Memory=19.42026.05 | 0.459 |