Validating the Use of Gaussian Process Regression for Adaptive Mapping of Residual Stress Fields

Validating the Use of Gaussian Process Regression for Adaptive Mapping of Residual Stress Fields

Probing the stress state using a high density of measurement points is time intensive and presents a limitation for what is experimentally feasible. Alternatively, individual strain fields used for determining stresses can be reconstructed from a subset of points using a Gaussian process regression...

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Bibliographic Details
Main Authors: Chris M. Fancher, Singanallur Venkatakrishnan, Thomas Feldhausen, Kyle Saleeby, Alex Plotkowski
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Materials
Subjects:
neutron stress mapping
autonomous experiments
engineering
Online Access:https://www.mdpi.com/1996-1944/16/10/3854

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https://www.mdpi.com/1996-1944/16/10/3854

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