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author:

Zhang, Mengchen (Zhang, Mengchen.) [1] | Liu, Fawang (Liu, Fawang.) [2] | Turner, Ian W. (Turner, Ian W..) [3] | Anh, Vo V. (Anh, Vo V..) [4] | Feng, Libo (Feng, Libo.) [5]

Indexed by:

EI SCIE

Abstract:

A new generalised two-dimensional time and space variable-order fractional Bloch-Torrey equation is developed in this study. The variable-order Riesz fractional derivative and variable diffusion coefficient are introduced to simulate diffusion phenomena in heterogeneous, irregularly shaped biological tissues. The fractional Bloch-Torrey equation is discretised by the weighted and shifted Grunwald-Letnikov formula with respect to time and by finite volume method with respect to space. Additionally, to improve the accuracy of the numerical method for dealing with non-smooth solutions, some appropriate correction terms are introduced in the time approximation. Numerical examples on different irregular domains with various non-smooth solutions are explored to verify the effectiveness of the presented numerical scheme. Furthermore, we also solve the coupled variable-order fractional Bloch-Torrey equation on a human brain-like domain which is composed of white matter and grey matter. The solution behaviour of this model is compared with that of the constant-order fractional model, and the transverse magnetisation in magnetic resonance imaging on different biological micro-environments are graphically analysed. Results suggest that incorporation of the non-local property and spatial heterogeneity in the model by use of fractional operators can lead to a better capability for capturing the complexities of diffusion phenomena in biological tissues. This research may provide a basis for further research on the application of fractional calculus to clinical research and medical imaging.

Keyword:

Bloch-Torrey equation Finite volume method Non-smooth solutions Variable coefficients Variable-order fractional derivative

Community:

  • [ 1 ] [Zhang, Mengchen]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 2 ] [Liu, Fawang]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 3 ] [Turner, Ian W.]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 4 ] [Feng, Libo]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia
  • [ 5 ] [Liu, Fawang]Fuzhou Univ, Coll Math & Comp Sci, Fuzhou, Peoples R China
  • [ 6 ] [Turner, Ian W.]Queensland Univ Technol QUT, Australian Res Council, Ctr Excellence Math & Stat Frontiers ACEMS, Brisbane, Qld, Australia
  • [ 7 ] [Anh, Vo V.]Swinburne Univ Technol, Fac Sci Engn & Technol, POB 218, Hawthorn, Vic 3122, Australia

Reprint 's Address:

  • 刘发旺

    [Liu, Fawang]Queensland Univ Technol, Sch Math Sci, GPO Box 2434, Brisbane, Qld 4001, Australia

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Source :

COMPUTERS & MATHEMATICS WITH APPLICATIONS

ISSN: 0898-1221

Year: 2021

Volume: 98

Page: 81-98

3 . 2 1 8

JCR@2021

2 . 9 0 0

JCR@2023

ESI Discipline: MATHEMATICS;

ESI HC Threshold:36

JCR Journal Grade:1

CAS Journal Grade:1

Cited Count:

WoS CC Cited Count: 12

SCOPUS Cited Count: 12

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

Online/Total:23/10071281
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