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Fig. 6 | Advanced Modeling and Simulation in Engineering Sciences

Fig. 6

From: Sensitivity-guided iterative parameter identification and data generation with BayesFlow and PELS-VAE for model calibration

Fig. 6

Parameter selection and inference results in each iteration step. The indices are in reference to the parameter names listed in Figs. 4 and 13 in Appendix A.3. The relative error rate \(ER = \left| estimate - ground\,\right. \left. \, truth \right| /ground\, \, truth \times 100\%\). \({\overline{\sigma }}\) is the standard deviation of the posterior distribution normalized by each value range. The text in magenta shows the duration of a process. S denotes the sampling size of each parameter in Saltelli sampling procedure, \(S=64\). The time consumption shown in the figure is summed up to 23.41 h

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