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Fig. 10 | Advanced Modeling and Simulation in Engineering Sciences

Fig. 10

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

Fig. 10

Sensitivity analysis and comparison of 12 parameters. a Sensitivity analysis with first-order Sobol indices of 12 parameters from 8 time series with respect to time from 0 s to 1800 s with step size of 18 s. b Comparison of average first-order Sobol indices within 12 parameters. The first diagram displays the sorted parameters by decreasing average first-order Sobol indices. In order to detect the sharp drop in the \(\overline{S_{global, i}}\), the logarithms of relative ratios between the former one and the latter one \(r(i-1, i)\) are shown in the second diagram

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