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Advanced Modeling and Simulation in Engineering Sciences
Fig. 5 | Advanced Modeling and Simulation in Engineering Sciences

Fig. 5

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

Fig. 5

Signal reconstruction with PELS-VAE. T1, T3, T5, T7 denote the temperature sensors on the left side. The blue dashed lines stand for the ground truth generated by simulation model, while the red solid lines are predicted by a well-trained PELS-VAE model. They are taken as the means of 20 passes. The blue ones overlaps the red ones because of negligible difference with mean absolute error \(0.085\;^{\circ }\)C

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