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
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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:
Univ Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Hestroffer, Jonathan M.
Latypov, Marat, I
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Univ Arizona, Dept Mat Sci & Engn, Tucson, AZ 85721 USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Latypov, Marat, I
Stinville, Jean-Charles
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Univ Illinois, Dept Mat Sci & Engn, Urbana, IL USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Stinville, Jean-Charles
Charpagne, Marie-Agathe
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Univ Illinois, Dept Mat Sci & Engn, Urbana, IL USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Charpagne, Marie-Agathe
Valle, Valery
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机构:
Univ Poitiers, Inst PPRIME, ENSMA, CNRS,UPR 3346, F-86962 Chasseneuil, FranceUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Valle, Valery
Miller, Matthew P.
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Cornell Univ, Mech & Aerosp Engn, Ithaca, NY USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Miller, Matthew P.
Pollock, Tresa M.
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Univ Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Pollock, Tresa M.
Beyerlein, Irene J.
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Univ Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA
Univ Calif Santa Barbara, Dept Mech Engn, Santa Barbara, CA 93106 USAUniv Calif Santa Barbara, Mat Dept, Santa Barbara, CA 93106 USA