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Materials Science in Additive Manufacturing Data imputation strategies of PBF Ti64
Figure 14. Heatmaps produced by self-organizing map for all 14 variables: 7 process parameters and 7 material properties. Red regions correspond to high
values and blue regions correspond to low values.
of SLM. The study provides insights into the effectiveness importance of careful data cleaning and validation in
of different imputation methods and highlights the ensuring the accuracy and reliability of the imputed
Volume 2 Issue 1 (2023) 14 https://doi.org/10.36922/msam.50
