Using the Schwinger variational functional for the solution of inverse transport problems

被引:18
|
作者
Favorite, JA [1 ]
机构
[1] Los Alamos Natl Lab, Div Appl Phys, Diagnost Appl Grp, Los Alamos, NM 87545 USA
关键词
D O I
10.13182/NSE02-96
中图分类号
TL [原子能技术]; O571 [原子核物理学];
学科分类号
0827 ; 082701 ;
摘要
A new iterative inverse method for gamma-ray transport problems is presented. The method, based on a novel application of the Schwinger variational functional, is developed as a perturbation problem in which the current model (in the iterative process) is considered the initial, unperturbed system, and the actual model is considered the perturbed system. The new method requires the solution of a set of uncoupled one-group forward and adjoint transport equations in each iteration. Four inverse problems are considered: determination of (a) interface locations in a multilayer source/shield system, (b) the isotopic composition of an unknown source (including inert elements), (c) interface locations and the source composition simultaneously, and (d) the composition of an unknown layer in the shield. Only the first two problems were actually solved in numerical one-dimensional (spherical) test cases. The method worked well for the unknown interface location problem and extremely well for the unknown source composition problem. Convergence of the method was heavily dependent on the initial guess.
引用
收藏
页码:51 / 70
页数:20
相关论文
共 50 条
  • [41] Inverse problems for quasi-variational inequalities
    Khan, Akhtar A.
    Motreanu, Dumitru
    JOURNAL OF GLOBAL OPTIMIZATION, 2018, 70 (02) : 401 - 411
  • [42] Inverse problems for quasi-variational inequalities
    Akhtar A. Khan
    Dumitru Motreanu
    Journal of Global Optimization, 2018, 70 : 401 - 411
  • [43] A New Variational Approach for Inverse Source Problems
    Hu, Qiya
    Shu, Shi
    Zou, Jun
    NUMERICAL MATHEMATICS-THEORY METHODS AND APPLICATIONS, 2019, 12 (02): : 331 - 347
  • [44] Variational inverse boundary value problems of aerohydrodynamics
    Elizarov, AM
    Fokin, DA
    DOKLADY PHYSICS, 2001, 46 (04) : 280 - 285
  • [45] Variational Gaussian Processes For Linear Inverse Problems
    Randrianarisoa, Thibault
    Szabo, Botond
    ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 36 (NEURIPS 2023), 2023,
  • [46] Variational inference for computational imaging inverse problems
    Tonolini, Francesco
    Radford, Jack
    Turpin, Alex
    Faccio, Daniele
    Murray-Smith, Roderick
    Journal of Machine Learning Research, 2020, 21
  • [47] CONVEXITY PROPERTIES OF INVERSE PROBLEMS WITH VARIATIONAL CONSTRAINTS
    BERRYMAN, JG
    JOURNAL OF THE FRANKLIN INSTITUTE-ENGINEERING AND APPLIED MATHEMATICS, 1991, 328 (01): : 1 - 13
  • [48] Variational Inference for Computational Imaging Inverse Problems
    Tonolini, Francesco
    Radford, Jack
    Turpin, Alex
    Faccio, Daniele
    Murray-Smith, Roderick
    JOURNAL OF MACHINE LEARNING RESEARCH, 2020, 21
  • [49] An introduction to variational inference in geophysical inverse problems
    Zhang, Xin
    Nawaz, Muhammad Atif
    Zhao, Xuebin
    Curtis, Andrew
    INVERSION OF GEOPHYSICAL DATA, 2021, 62 : 73 - 140
  • [50] Variational inverse boundary value problems of aerohydrodynamics
    A. M. Elizarov
    D. A. Fokin
    Doklady Physics, 2001, 46 : 280 - 285