[HTML][HTML] Leveraging deep neural networks for estimating Vickers hardness from nanoindentation hardness

J Niu, B Miao, J Guo, Z Ding, Y He, Z Chi, F Wang… - Materials, 2023‏ - mdpi.com
This research presents a comprehensive analysis of deep neural network models (DNNs)
for the precise prediction of Vickers hardness (HV) in nitrided and carburized M50NiL steel …

Mechanical properties of thermally sprayed porous alumina coating by Vickers and Knoop indentation

GB Ghorbal, A Tricoteaux, A Thuault, H Ageorges… - Ceramics …, 2020‏ - Elsevier
Depending on the thermal spraying conditions, coatings obtained can present different
defects, like pores, cracks and/or unmelted particles, and different surface roughnesses, that …

Influence of tip defect and indenter shape on the mechanical properties determination by indentation of a TiB2–60% B4C ceramic composite

D Chicot, P De Baets, MH Staia… - International Journal of …, 2013‏ - Elsevier
Instrumented indentation is very useful to determine the elastic modulus and hardness of
materials. To obtain reliable values of the mechanical properties, the measurement of the …

Mechanical properties of ceramics by indentation: Principle and applications

D Chicot, A Tricoteaux - Ceramic Materials, 2010‏ - books.google.com
Mechanical properties such as hardness, bulk modulus, tensile properties and toughness of
massive ceramics and adhesion or cohesion of ceramic coatings can be determined by …

Morphological and mechanical properties of hydroxyapatite bilayer coatings deposited on 316L SS by sol–gel method

D Sidane, H Khireddine, S Yala, S Ziani, F Bir… - … Materials Transactions B, 2015‏ - Springer
The present paper reports on the influence of the addition of TiO 2 and SiO 2 oxides as sub-
layer, on the morphological and mechanical properties of the hydroxyapatite (HAP) …

Nanoindentation: Unload-to-load work ratio analysis in amorphous carbon films for mechanical properties

R Bartali, V Micheli, G Gottardi, A Vaccari… - Surface and Coatings …, 2010‏ - Elsevier
In many applications and in particular those requiring protective coatings, material
characterization in terms of mechanical properties is of importance. The most appropriate …

Correlation between hardness and stress in Al–(Nb, Mo, Ta) thin films

T Car, N Radić, P Panjan, M Čekada, A Tonejc - Thin solid films, 2009‏ - Elsevier
The thin films of Al x Nb 1− x (95≥ x≥ 20), Al x Mo x (90≥ x≥ 20) and Al x Ta 1− x (95≥
x≥ 20) were prepared by magnetron codeposition at room temperature. The average film …

The hardness of the hydroxyapatite-titania bilayer coatings by microindentation and nanoindentation testing

D SIDANE, H KHIREDDINE… - Journal of Physics …, 2017‏ - iopscience.iop.org
The aim of this paper is to investigate the effect of the addition of titania (TiO 2) inner-layer
on the morphological and mechanical properties of hydroxyapatite (HAP) bioceramic …

Tribology research trends in Italy

E Ciulli - Proceedings of the Institution of Mechanical …, 2009‏ - journals.sagepub.com
This article furnishes a survey of recent investigations and of the current tribology research
trends in Italy. Several topics related to tribology are investigated in several different …

Comparison of three methods for determining Vickers hardness by instrumented indentation testing

J Wang - Materials Testing, 2017‏ - degruyter.com
59 (2017) 10 lyze the accuracy of three instrumented indentation test methods commonly
used to define Vickers hardness (ie, ISO [15], Kang [18, 19] and Ma methods [21]) …