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Determining Temperature-Dependent Vickers Hardness with Machine Learning
The Journal of Physical Chemistry Letters, 2021Assessing the hardness of structural materials at elevated temperatures is experimentally and computationally challenging, yet crucial for their success. In this work, a machine-learning method was developed to determine a material's temperature-dependent hardness based on its chemical composition and crystal structure.
Ziyan Zhang, Jakoah Brgoch
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Measurement: Journal of the International Measurement Confederation, 2019
Xiaohong Lu
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Xiaohong Lu
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Comparison of conventional Knoop and Vickers hardness of ceramic materials
Journal of the European Ceramic Society, 2017Anthony Thuault, Didier Chicot
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Journal of Non-Crystalline Solids, 1974
Abstract An equation has been derived for the direct calculation of Vicker's hardness number of glasses from their chemical compositions. The method is based on a consideration of deformation during indentation, which was related to Young's modulus and the average single bond strength of a glass.
M Yamane, J.D Mackenzie
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Abstract An equation has been derived for the direct calculation of Vicker's hardness number of glasses from their chemical compositions. The method is based on a consideration of deformation during indentation, which was related to Young's modulus and the average single bond strength of a glass.
M Yamane, J.D Mackenzie
openaire +1 more source

