SSIM and SNR of the prediction by FNO and U-FNO with the partial Hess model.
| . | . | . | ||||||
|---|---|---|---|---|---|---|---|---|
| . | SSIM . | SNR . | ||||||
| . | . | . | ||||||
| . | |${{v}_x}$| . | |${{v}_z}$| . | |${{v}_x}$| . | |${{v}_z}$| . | ||||
| . | . | . | ||||||
| Superscript . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . |
| 314th at 0.15 s | 0.8877 | 0.9366 | 0.8668 | 0.9145 | 32.81 | 37.37 | 29.1 | 34.06 |
| 314th at 0.17 s | 0.8841 | 0.9357 | 0.8652 | 0.9131 | 30.1 | 35.87 | 26.59 | 32.96 |
| 314th at 0.19 s | 0.8833 | 0.9342 | 0.8632 | 0.9127 | 28.13 | 34.91 | 24.59 | 31.33 |
| 614th at 0.17 s | 0.6463 | 0.7248 | 0.6063 | 0.7163 | 26.85 | 29.47 | 23.73 | 27.3 |
| . | . | . | ||||||
|---|---|---|---|---|---|---|---|---|
| . | SSIM . | SNR . | ||||||
| . | . | . | ||||||
| . | |${{v}_x}$| . | |${{v}_z}$| . | |${{v}_x}$| . | |${{v}_z}$| . | ||||
| . | . | . | ||||||
| Superscript . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . |
| 314th at 0.15 s | 0.8877 | 0.9366 | 0.8668 | 0.9145 | 32.81 | 37.37 | 29.1 | 34.06 |
| 314th at 0.17 s | 0.8841 | 0.9357 | 0.8652 | 0.9131 | 30.1 | 35.87 | 26.59 | 32.96 |
| 314th at 0.19 s | 0.8833 | 0.9342 | 0.8632 | 0.9127 | 28.13 | 34.91 | 24.59 | 31.33 |
| 614th at 0.17 s | 0.6463 | 0.7248 | 0.6063 | 0.7163 | 26.85 | 29.47 | 23.73 | 27.3 |
SSIM and SNR of the prediction by FNO and U-FNO with the partial Hess model.
| . | . | . | ||||||
|---|---|---|---|---|---|---|---|---|
| . | SSIM . | SNR . | ||||||
| . | . | . | ||||||
| . | |${{v}_x}$| . | |${{v}_z}$| . | |${{v}_x}$| . | |${{v}_z}$| . | ||||
| . | . | . | ||||||
| Superscript . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . |
| 314th at 0.15 s | 0.8877 | 0.9366 | 0.8668 | 0.9145 | 32.81 | 37.37 | 29.1 | 34.06 |
| 314th at 0.17 s | 0.8841 | 0.9357 | 0.8652 | 0.9131 | 30.1 | 35.87 | 26.59 | 32.96 |
| 314th at 0.19 s | 0.8833 | 0.9342 | 0.8632 | 0.9127 | 28.13 | 34.91 | 24.59 | 31.33 |
| 614th at 0.17 s | 0.6463 | 0.7248 | 0.6063 | 0.7163 | 26.85 | 29.47 | 23.73 | 27.3 |
| . | . | . | ||||||
|---|---|---|---|---|---|---|---|---|
| . | SSIM . | SNR . | ||||||
| . | . | . | ||||||
| . | |${{v}_x}$| . | |${{v}_z}$| . | |${{v}_x}$| . | |${{v}_z}$| . | ||||
| . | . | . | ||||||
| Superscript . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . | FNO . | U-FNO . |
| 314th at 0.15 s | 0.8877 | 0.9366 | 0.8668 | 0.9145 | 32.81 | 37.37 | 29.1 | 34.06 |
| 314th at 0.17 s | 0.8841 | 0.9357 | 0.8652 | 0.9131 | 30.1 | 35.87 | 26.59 | 32.96 |
| 314th at 0.19 s | 0.8833 | 0.9342 | 0.8632 | 0.9127 | 28.13 | 34.91 | 24.59 | 31.33 |
| 614th at 0.17 s | 0.6463 | 0.7248 | 0.6063 | 0.7163 | 26.85 | 29.47 | 23.73 | 27.3 |
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