4DVAR Data Assimilation on 3D Taylor–Green vortex (test)
0.0002CostPINN (10^4)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PINN (10^4)time (s)=102, memory (MB)=37222025.09 | 0.0002 | 0.0766 | |
| neuraltime (s)=379, memory (MB)=173002025.09 | 0.0004 | 0.139 | |
| weak-neuraltime (s)=211, memory (MB)=175602025.09 | 0.0008 | 0.186 | |
| PINNtime (s)=10, memory (MB)=37222025.09 | 0.0029 | 0.268 | |
| vanillatime (s)=381, memory (MB)=172842025.09 | 0.0148 | 3.07 | |
| weak-vanillatime (s)=210, memory (MB)=180702025.09 | 0.0612 | 3.04 |