2013
DOI: 10.1016/j.jnucmat.2012.07.037
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Deducing the stress–strain response of anisotropic Zr–2.5%Nb pressure tubing by spherical indentation testing

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Cited by 9 publications
(3 citation statements)
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“…The first, commonly termed the "Instrumented Indentation Technique" (IIT), involves converting load-displacement data directly to stress-strain curves, using analytical relationships. This approach has been very popular, [1][2][3][4][5][6][7][8][9][10][11][12][13][14] and is attractive in terms of quickly and easily obtaining the final outcome, but it involves gross simplifications concerning the actual stress and strain fields under an indenter. A slight variant of the concept involves the use of neural network procedures [15][16][17] to relate loaddisplacement data to corresponding stress-strain curves-i.e., to "train" the analytical relationship, although in practice this is subject to similar limitations.…”
Section: Doi: 101002/adem202100437mentioning
confidence: 99%
“…The first, commonly termed the "Instrumented Indentation Technique" (IIT), involves converting load-displacement data directly to stress-strain curves, using analytical relationships. This approach has been very popular, [1][2][3][4][5][6][7][8][9][10][11][12][13][14] and is attractive in terms of quickly and easily obtaining the final outcome, but it involves gross simplifications concerning the actual stress and strain fields under an indenter. A slight variant of the concept involves the use of neural network procedures [15][16][17] to relate loaddisplacement data to corresponding stress-strain curves-i.e., to "train" the analytical relationship, although in practice this is subject to similar limitations.…”
Section: Doi: 101002/adem202100437mentioning
confidence: 99%
“…Even if attention is limited to spherical indenters, the number of articles of this type is large. [14][15][16][17][18][19][20][21][22][23][24][25][26][27] The procedure may or may not involve representing the complete (plastic) stress-strain curve with an analytical expression. It may also be noted that methodologies have been suggested [28][29][30][31] that are based on the use of neural network techniques (essentially curve-fitting operations) to correlate load-displacement characteristics with corresponding stress-strain curves.…”
Section: Iit Proceduresmentioning
confidence: 99%
“…In addition, the use of the whole residual imprint can effectively circumvent the need for accurately measuring the pile-up value. The whole indentation imprint has been used in determining the residual stresses of materials [ 24 , 25 ], strain hardening properties of metals [ 6 , 21 , 22 ], and anisotropic properties of material [ 26 , 27 ]. In particular, the whole indentation imprint was regarded as the “fingerprint,” to reveal the orientation-dependent deformation mechanisms of single crystals [ 28 , 29 , 30 ].…”
Section: Introductionmentioning
confidence: 99%