Flow field prediction on HCSG tube bundle 0.4 m/s inlet velocity (test)
4.765Point-wise Metric P1MLP-AE L-DeepONet
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MLP-AE L-DeepONetSakoe–Chiba band radius (w)=172026.05 | 4.765 | 4.725 | 4.013 | 5.026 | 5.271 | 5.152 | 4.825 | |
| CAE L-DeepONetSakoe–Chiba band radius (w)=172026.05 | 5.856 | 5.194 | 6.725 | 5.335 | 7.843 | 5.786 | 6.123 | |
| MscaleFNOSakoe–Chiba band radius (w)=172026.05 | 5.892 | 6.702 | 6.077 | 6.077 | 7.428 | 6.539 | 6.453 | |
| FNOSakoe–Chiba band radius (w)=17, modes=242026.05 | 6.542 | 5.934 | 5.257 | 4.916 | 6.872 | 6.48 | 6 |