On the statistical significance of grain-scale lattice rotation results
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作者:
Quey, Romain
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Univ Lyon, Mines St Etienne, CNRS,LGF, UMR 5307, F-42023 St Etienne, FranceUniv Lyon, Mines St Etienne, CNRS,LGF, UMR 5307, F-42023 St Etienne, France
Quey, Romain
[1
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机构:
[1] Univ Lyon, Mines St Etienne, CNRS,LGF, UMR 5307, F-42023 St Etienne, France
The statistical significance of grain-scale lattice rotation results is analysed. The case of the results of Ref. [1] is specifically considered. Quantitative elements of the theory of statistics are applied to determine precisions (standard errors) of the results and the size of the representative volume element (RVE), in terms of the minimal number of grains necessary to obtain the results. It is shown that the results of Ref. [1] are defined to sufficient precision to support the conclusions made. In general, the RVE size, i.e. the numbers of grains necessary to derive conclusions on the rotation trends over all grains, range between a few tens and about 200. The proposed method is general and can easily be applied to other data sets to determine their own precisions and RVE sizes.
机构:
Los Alamos Natl Lab, Ctr Integrated Nanotechnol, Los Alamos, NM USA
Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USALos Alamos Natl Lab, Ctr Integrated Nanotechnol, Los Alamos, NM USA
Weaver, Jordan S.
Priddy, Matthew W.
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Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USALos Alamos Natl Lab, Ctr Integrated Nanotechnol, Los Alamos, NM USA
Priddy, Matthew W.
McDowell, David L.
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Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USALos Alamos Natl Lab, Ctr Integrated Nanotechnol, Los Alamos, NM USA
McDowell, David L.
Kalidindi, Surya R.
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Georgia Inst Technol, George W Woodruff Sch Mech Engn, Atlanta, GA 30332 USALos Alamos Natl Lab, Ctr Integrated Nanotechnol, Los Alamos, NM USA
机构:
Johns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USAJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Thakur, Mohmad M.
Henningsson, N. Axel
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Lund Univ, Div Solid Mech, Box 118, S-22100 Lund, SwedenJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Henningsson, N. Axel
Engqvist, Jonas
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Lund Univ, Div Solid Mech, Box 118, S-22100 Lund, SwedenJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Engqvist, Jonas
Autran, Pierre-Olivier
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ESRF European Synchrotron, 71 Ave Martyrs, Grenoble D-38000, FranceJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Autran, Pierre-Olivier
Wright, Jonathan P.
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ESRF European Synchrotron, 71 Ave Martyrs, Grenoble D-38000, FranceJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Wright, Jonathan P.
Hurley, Ryan C.
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Johns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA
Johns Hopkins Univ, Dept Mech Engn, 3400 North Charles St, Baltimore, MD 21218 USA
Johns Hopkins Univ, Dept Civil & Syst Engn, 3400 North Charles St, Baltimore, MD 21218 USAJohns Hopkins Univ, Hopkins Extreme Mat Inst, 3400 North Charles St, Baltimore, MD 21218 USA