Five Degree-of-Freedom Grain Boundary Interpolation

Version 3 2021-04-17, 05:04

Version 2 2021-04-17, 05:02

Version 1 2021-04-13, 07:55

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posted on 2021-04-17, 05:04 authored by Sterling G. BairdSterling G. Baird, Eric R Homer, David Fullwood, Oliver K. Johnson

These are larger MATLAB .mat files required for reproducing plots from the sgbaird-5DOF/interp repository for grain boundary property interpolation. gitID-0055bee_uuID-475a2dfd_paper-data6.mat contains multiple trials of five degree-of-freedom interpolation model runs for various interpolation schemes. gpr46883_gitID-b473165_puuID-50ffdcf6_kim-rng11.mat contains a Gaussian Process Regression model trained on 46883 Fe simulation GBs.

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Using the Effective Diffusivity of Polycrystals to Infer a Complete 5D Structure-Property Model for Hydrogen Diffusivity in Iron Grain Boundaries

Directorate for Mathematical & Physical Sciences

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machine learning grain boundary octonion computational geometry structure-property relations Materials Engineering not elsewhere classified Theory and Design of Materials

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MIT

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