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International Journal of AI
            for Material and Design                                               Integrating physics data for DL in DED









































            Figure 10. Correlation analysis of experimental data.






















                                                               Figure 12. Similarity of correlations between the augmented simulation
                                                               datasets and simulation datasets.

                                                               outliers result from errors or represent genuine extreme
                                                               observations. Upon making this determination, the
                                                               subsequent course of action may involve correcting these
                                                               points if they are identified as errors. Conversely, if these
                                                               outliers are deemed genuine extreme points, adapting

            Figure  11.  Similarity  of  the  correlations  between  the  augmented   the modeling strategy becomes essential to handle these
            experiment datasets and experiment datasets.       deviations effectively.




            Volume 1 Issue 1 (2024)                         53                      https://doi.org/10.36922/ijamd.2355
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