Field Reconstruction on Vallecas dataset two-building (t=224)
3.94RRMSEHOSVD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HOSVDComponent=v (wall-normal velocity), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 3.94 | 1.721 | — | |
| lcHOSVDComponent=v (wall-normal velocity), Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 4.63 | 0.455 | 3.78 | |
| HOSVDComponent=u (streamwise velocity), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 5.3 | 1.758 | — | |
| lcSVDComponent=v (wall-normal velocity), Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 5.38 | 0.026 | 65.7 | |
| lcHOSVDComponent=u (streamwise velocity), Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 6 | 0.458 | 3.84 | |
| lcSVDComponent=u (streamwise velocity), Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 8.04 | 0.024 | 72.8 | |
| HOSVDComponent=k, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 9.18 | 1.809 | — | |
| lcHOSVDComponent=k, Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 11.1 | 0.471 | 3.84 | |
| HOSVDComponent=NOx, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 11.5 | 1.763 | — | |
| HOSVDComponent=PM, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 11.53 | 1.807 | — | |
| HOSVDComponent=CO, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 13.04 | 1.831 | — | |
| lcSVDComponent=k, Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 13.25 | 0.025 | 71.61 | |
| lcHOSVDComponent=NOx, Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 17.45 | 0.479 | 3.68 | |
| lcHOSVDComponent=PM, Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 17.48 | 0.489 | 3.7 | |
| HOSVDComponent=p, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 17.61 | 1.816 | — | |
| lcHOSVDComponent=CO, Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 19.28 | 0.463 | 3.96 | |
| lcHOSVDComponent=p, Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 20.79 | 0.498 | 3.64 | |
| lcSVDComponent=PM, Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 22.66 | 0.026 | 70.83 | |
| lcSVDComponent=NOx, Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 22.71 | 0.025 | 69.27 | |
| lcSVDComponent=CO, Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 22.98 | 0.025 | 72.13 | |
| lcSVDComponent=p, Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 24.23 | 0.035 | 51.46 | |
| HOSVDComponent=w (spanwise velocity), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 30.21 | 1.868 | — | |
| lcHOSVDComponent=w (spanwise velocity), Modes=(19, 14, 15), Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 34.91 | 0.497 | 3.76 | |
| lcSVDComponent=w (spanwise velocity), Modes=8, Compression Factor (CF)=25x, Sensor Locations=25,0002026.06 | 39.22 | 0.036 | 51.86 |