Predicting the Ultimate Tensile Strength of Friction Stir Welds Using Gaussian Process Regression

In the work described here, Gaussian process regression was applied to predict the ultimate tensile strength of friction stir welds through data evaluation and to therefore avoid destructive testing. For data generation, a total of 54 welding experiments were conducted in the butt joint configuratio...

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Bibliographic Details
Main Authors: Roman Hartl, Fabian Vieltorf, Maximilian Benker, Michael F. Zaeh
Format: Article
Language:English
Published: MDPI AG 2020-07-01
Series:Journal of Manufacturing and Materials Processing
Subjects:
Online Access:https://www.mdpi.com/2504-4494/4/3/75