Bayesian Recursive Parameter Calibration on Synthetic Sudden(3) scenario
0.018RMSE (θ)B-BRPC-RRA
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| B-BRPC-RRARestart Strategy=B, Type=Refitting Residual Representation2026.05 | 0.018 | 0.028 | 0.512 | 0.316 | 3.05 | 93.857 | |
| B-BRPC-ERestart Strategy=B, Support=expanding2026.05 | 0.026 | 0.029 | 0.607 | 0.4 | 10.287 | 32.02 | |
| B-BRPC-FRestart Strategy=B, Support=fixed2026.05 | 0.026 | 0.029 | 0.609 | 0.401 | 10.322 | 30.414 | |
| C-BRPC-PRestart Strategy=C, Support=proxy-observation2026.05 | 0.026 | 0.027 | 0.577 | 0.367 | 2.784 | 27 | |
| C-BRPC-ERestart Strategy=C, Support=expanding2026.05 | 0.027 | 0.027 | 0.671 | 0.445 | 3.706 | 16.051 | |
| C-BRPC-FRestart Strategy=C, Support=fixed2026.05 | 0.027 | 0.027 | 0.673 | 0.446 | 3.746 | 13.858 | |
| B-BRPC-PRestart Strategy=B, Support=proxy-observation2026.05 | 0.028 | 0.034 | 0.59 | 0.375 | 4.054 | 73.6 | |
| BRPC-FRestart Strategy=None, Support=fixed2026.05 | 0.04 | 0.031 | 1.192 | 0.791 | — | 12.847 | |
| BRPC-PRestart Strategy=None, Support=proxy-observation2026.05 | 0.041 | 0.031 | 0.867 | 0.515 | — | 59.71 | |
| DA(EnKF)Assimilator=EnKF2026.05 | 0.16 | 0.09 | 0.982 | 0.6 | — | 0.189 | |
| DA(WaldPF)Assimilator=WaldPF2026.05 | 0.178 | 0.11 | 1.994 | 1.157 | — | 1.16 |