Temporal rollout duration prediction on 2D Kolmogorov flow (test)
2.805Time to 0.8 CorrelationDNS
Evaluation Results
| Method | Links | |
|---|---|---|
| DNSResolution=64 x 64, Category=Classical PDE Solver2023.08 | 2.805 | |
| DNSResolution=128 x 128, Category=Classical PDE Solver2023.08 | 3.983 | |
| DNSResolution=256 x 256, Category=Classical PDE Solver2023.08 | 5.386 | |
| DNSResolution=512 x 512, Category=Classical PDE Solver2023.08 | 6.788 | |
| LCArchitecture=CNN, Category=Hybrid Method2023.08 | 6.9 | |
| LCArchitecture=FNO, Category=Hybrid Method2023.08 | 7.63 | |
| TSMArchitecture=FNO, Category=Hybrid Method2023.08 | 7.798 | |
| LIArchitecture=CNN, Category=Hybrid Method2023.08 | 7.91 | |
| TSMArchitecture=CNN, Category=Hybrid Method2023.08 | 8.359 | |
| DNSResolution=1024 x 1024, Category=Classical PDE Solver2023.08 | 8.752 | |
| TSMArchitecture=HiPPO, Category=Hybrid Method2023.08 | 9.481 |