Machine learning decomposition of scanning precession electron diffraction data

被引:0
|
作者
Johnstone, Duncan N. [1 ]
Eggeman, Alexander S. [1 ]
Midgley, Paul A. [1 ]
机构
[1] Univ Cambridge, Dept Mat Sci & Met, Cambridge, England
来源
ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES | 2015年 / 71卷
关键词
Orientation Imaging; Crystallographic Mapping; Precession plectron Diffraction; Machinc Learning; Multivariatc Statistical Analysis;
D O I
10.1107/S2053273315093961
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
MS27-P8
引用
收藏
页码:S406 / S407
页数:2
相关论文
共 50 条
  • [1] Unsupervised machine learning applied to scanning precession electron diffraction data
    Martineau, Ben H.
    Johnstone, Duncan N.
    van Helvoort, Antonius T. J.
    Midgley, Paul A.
    Eggeman, Alexander S.
    ADVANCED STRUCTURAL AND CHEMICAL IMAGING, 2019, 5
  • [2] Nanocrystal segmentation in scanning precession electron diffraction data
    Bergh, T.
    Johnstone, D. N.
    Crout, P.
    Hogas, S.
    Midgley, P. A.
    Holmestad, R.
    Vullum, P. E.
    Van Helvoort, A. T. J.
    JOURNAL OF MICROSCOPY, 2020, 279 (03) : 158 - 167
  • [3] Nanoscale strain tomography by scanning precession electron diffraction
    Johnstone, Duncan N.
    van Helvoort, Antonius T. J.
    Midgley, Paul A.
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2017, 73 : C122 - C122
  • [4] Scanning precession electron diffraction data analysis approaches for phase mapping of precipitates in aluminium alloys
    Thronsen, E.
    Bergh, T.
    Thorsen, T. I.
    Christiansen, E. F.
    Frafjord, J.
    Crout, P.
    van Helvoort, A. T. J.
    Midgley, P. A.
    Holmestad, R.
    ULTRAMICROSCOPY, 2024, 255
  • [5] Scanning precession electron diffraction data analysis approaches for phase mapping of precipitates in aluminium alloys
    Thronsen, E.
    Bergh, T.
    Thorsen, T.I.
    Christiansen, E.F.
    Frafjord, J.
    Crout, P.
    van Helvoort, A.T.J.
    Midgley, P.A.
    Holmestad, R.
    Ultramicroscopy, 2024, 255
  • [6] Precession Electron Diffraction
    Eggeman, Alexander S.
    Midgley, Paul A.
    ADVANCES IN IMAGING AND ELECTRON PHYSICS, VOL 170, 2012, 170 : 1 - 63
  • [7] Precession Electron Diffraction
    Midgley, P.
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2014, 70 : C12 - C12
  • [8] Structure refinement from precession electron diffraction data
    Palatinus, Lukas
    Jacob, Damien
    Cuvillier, Priscille
    Klementova, Mariana
    Sinkler, Wharton
    Marks, Laurence D.
    ACTA CRYSTALLOGRAPHICA SECTION A, 2013, 69 : 171 - 188
  • [9] DATA PROCESSING OF 3D PRECESSION ELECTRON DIFFRACTION DATA
    Palatinus, Lukas
    Brazda, Petr
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2019, 75 : E406 - E406
  • [10] Crystallographic variant mapping using precession electron diffraction data
    Hansen, Marcus H.
    Wang, Ainiu L.
    Dong, Jiaqi
    Zhang, Yuwei
    Umale, Tejas
    Banerjee, Sarbajit
    Shamberger, Patrick
    Pharr, Matt
    Karaman, Ibrahim
    Xie, Kelvin Y.
    MICROSTRUCTURES, 2023, 3 (04):