COMPUTATION OF REAL-VALUED BASIS FUNCTIONS WHICH TRANSFORM AS IRREDUCIBLE REPRESENTATIONS OF THE POLYHEDRAL GROUPS

被引:2
|
作者
Xu, N. A. N. [1 ,2 ]
Doerschuk, Peter [3 ]
机构
[1] Georgia Inst Technol, Wallace H Coulter Dept Biomed Engn, Atlanta, GA 30322 USA
[2] Emory Univ, Atlanta, GA 30332 USA
[3] Cornell Univ, Nancy E & Peter C Meinig Sch Biomed Engn, Sch Elect & Comp Engn, Ithaca, NY 14850 USA
来源
SIAM JOURNAL ON SCIENTIFIC COMPUTING | 2021年 / 43卷 / 06期
基金
美国国家科学基金会;
关键词
polyhedral groups; real-valued matrix irreducible representations; numerical computation of similarity transformations; basis functions that transform as a row of an irreducible representation of a rotation group; classical groups (02.20.Hj); special functions (02.30.Gp); POINT GROUP HARMONICS; CRYO-EM; PROJECTION METHOD; CUBIC GROUP; ARBITRARY-J; SYMMETRY; RECONSTRUCTION; VISUALIZATION; CONSTRUCTION; QUANTIZATION;
D O I
10.1137/20M1318183
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Basis functions which are invariant under the operations of a rotational point group G are able to describe any 3D object which exhibits the rotational point group symmetry. However, in order to characterize the spatial statistics of an ensemble of objects in which each object is different but the statistics exhibit the symmetry, a complete set of basis functions is required. In particular, for each irreducible representation (irrep) of G, it is necessary to include basis functions that transform according to that irrep. This complete set of basis functions is a basis for squareintegrable functions on the surface of the sphere in 3D. Because the objects are real-valued, it is convenient to have real-valued basis functions. In this paper the existence of such real-valued bases is proven, and an algorithm for their computation is provided for the icosahedral I and the octahedral O symmetries. Furthermore, it is proven that such a real-valued basis does not exist for the tetrahedral T symmetry because some irreps of T are essentially complex. The importance of these basis functions to computations in single-particle cryo electron microscopy is described.
引用
收藏
页码:A3657 / A3676
页数:20
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