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Accepted Manuscript
Article Type: Editorial
J. Manuf. Sci. Eng.
Paper No: MANU-23-1031
Published Online: January 24, 2023
Journal Articles
Journal Articles
Journal Articles
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Overview of privacy-preserving collaborative process-defect modeling utiliz...
Published Online: January 19, 2023
Fig. 1 Overview of privacy-preserving collaborative process-defect modeling utilizing ADDAM. This process can be independently applied for multiple AM users, where the de-identified data can be aggregated and used to develop more robust privacy-preserving collaborative models. More
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Melt pool angular orientation and printing path: ( a )  θ  = 0 deg, ( b )  ...
Published Online: January 19, 2023
Fig. 4 Melt pool angular orientation and printing path: ( a ) θ = 0 deg, ( b ) θ = 60 deg, ( c ) θ = 180 deg, and ( d ) θ = 300 deg More
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Hyperparameter tuning for distance constraint ( M ) and layer constraint (Δ...
Published Online: January 19, 2023
Fig. 9 Hyperparameter tuning for distance constraint ( M ) and layer constraint (Δ l ) constraints for scenario I ( a ) and scenario II ( b ) More
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Pareto front comparison during the parameter tuning (using      T     ) for...
Published Online: January 19, 2023
Fig. 11 Pareto front comparison during the parameter tuning (using T ) for the ADDAM and global k in scenario I (A) and scenario II (B). This details all possible solutions for the different combinations of tuning parameters for ADDAM, and highlights the Pareto optimal solutions, which ... More
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Pareto front comparison evaluating testing data    (    E    )    using Par...
Published Online: January 19, 2023
Fig. 12 Pareto front comparison evaluating testing data ( E ) using Pareto efficient solutions identified in Fig. 10 , for ADDAM and global k in scenario I (A) and scenario II (B). This details the performance of the optimally selected tuning parameters from Fig. 11 on the testing... More