Flow simulation rollout prediction on Flow over cylinder (test)
1.9RMSE (1-step)MeshGraphNets
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MeshGraphNetsTraining steps=10 M, Time/step (ms)=9, Hardware=A6000 GPU, Source=tested2021.09 | 1.9 | 6.9 | 50.1 | |
| MeshGraphNetsTraining steps=2.5 M, Time/step (ms)=9, Hardware=A6000 GPU, Source=tested2021.09 | 2.1 | 8.7 | 68.5 | |
| MeshGraphNetsTraining steps=10 M, Time/step (ms)=21, Hardware=V100 GPU, Source=reported [34]2021.09 | 2.34 | 6.3 | 40.88 | |
| CP-GNetTraining steps=10 M, Time/step (ms)=16, Hardware=A6000 GPU, Source=tested2021.09 | 2.8 | 9.9 | 54 | |
| CP-GNetTraining steps=2.5 M, Time/step (ms)=16, Hardware=A6000 GPU, Source=tested2021.09 | 3.3 | 12.1 | 62.5 |