Ensemble Kalman Inversion on Synthetic Pressure Dataset M = 100 sensors, J = 5000, Nout = 400
51.976Time (s)DeepONet-EKI
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DeepONet-EKINtrain=10^4, CPU cores=20, GPUs=12025.12 | 51.976 | 4 | |
| DeepONet-EKINtrain=2 x 10^4, CPU cores=20, GPUs=12025.12 | 72.84 | 6 | |
| DeepONet-EKINtrain=4 x 10^4, CPU cores=20, GPUs=12025.12 | 83.736 | 7 | |
| EKI (full model)CPU cores=90, GPUs=02025.12 | 9,614 | 12 |