Understanding avascular tumor growth and drug interactions through numerical analysis: A finite element method approach

被引:0
|
作者
Yadav, Vivek S. [1 ]
Ranwan, Nishant [1 ]
Chamakuri, Nagaiah [1 ,2 ]
机构
[1] IISER Thiruvananthapuram, Sch Math, Thiruvananthapuram 695551, Kerala, India
[2] IISER Thiruvananthapuram, Ctr High Performance Comp, Thiruvananthapuram 69551, Kerala, India
关键词
Cancer tumor growth model; Avascular growth; Drug interaction; Finite element method; Higher order numerical schemes; Existence and uniqueness of the model; Stability analysis; MODEL; INTERFACE; IMPLEMENTATION; CHEMOTAXIS; SIMULATION; INVASION; DYNAMICS;
D O I
10.1016/j.camwa.2024.12.023
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
This article establishes the existence of a fully discrete weak solution for the tumor growth model, which is described by a coupled non-linear reaction-diffusion system. This model incorporates crucial elements such as cellular proliferation, nutrient diffusion, prostate-specific antigen, and drug effects. We employ the finite element method for spatial discretization and the implicit Euler method for temporal discretization. Firstly, we analyzed the existence and uniqueness of the fully discretized tumor growth model. Additionally, stability bounds for the fully discrete coupled system are derived. Secondly, through multiple numerical simulations utilizing higher order finite element methods, we analyze tumor growth behavior both with and without drug interaction, yielding a more accurate numerical solution. Furthermore, we compare CPU time efficiency across different time marching methods and explore various preconditioners to optimize computational performance.
引用
收藏
页码:55 / 70
页数:16
相关论文
共 50 条
  • [21] Numerical simulation of fluid-structure interactions with stabilized finite element method
    Svacek, Petr
    ADVANCES IN ENGINEERING SOFTWARE, 2017, 113 : 96 - 107
  • [22] Numerical simulation of fluid-structure interactions with stabilized finite element method
    Svacek, Petr
    EFM15 - EXPERIMENTAL FLUID MECHANICS 2015, 2016, 114
  • [23] Holey fiber analysis through the finite-element method
    Cucinotta, A
    Selleri, S
    Vincetti, L
    Zoboli, M
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2002, 14 (11) : 1530 - 1532
  • [24] Growth Analysis and Numerical Simulation of Cu3BiS3 Absorbing Layer Solar Cell through the wxAMPS and Finite Element Method
    Mesa, F.
    Ballesteros, V.
    Dussan, A.
    ACTA PHYSICA POLONICA A, 2014, 125 (02) : 385 - 387
  • [25] The numerical simulation of fatigue crack growth using extended finite element method
    Singh, I. V.
    Mishra, B. K.
    Bhattacharya, S.
    Patil, R. U.
    INTERNATIONAL JOURNAL OF FATIGUE, 2012, 36 (01) : 109 - 119
  • [26] Analysis of thin film growth using finite element method
    Subramaniam, A
    Ramakrishnan, N
    SURFACE & COATINGS TECHNOLOGY, 2003, 167 (2-3): : 249 - 254
  • [27] NUMERICAL-ANALYSIS OF MAGNETOHYDRODYNAMIC INSTABILITIES BY FINITE-ELEMENT METHOD
    TAKEDA, T
    SHIMOMUR.Y
    OHTA, M
    YOSHIKAW.M
    PHYSICS OF FLUIDS, 1972, 15 (12) : 2193 - 2201
  • [28] Numerical analysis of the polymer coextrusion interface based on the finite element method
    School of Mechanics Engineering, Shandong University, Jinan 250061, China
    不详
    不详
    Yingyong Jichu yu Gongcheng Kexue Xuebao, 2008, 5 (712-718):
  • [29] Numerical analysis of finite element method for a stochastic active fluids model
    Li, Haozheng
    Wang, Bo
    Zou, Guang-an
    APPLIED NUMERICAL MATHEMATICS, 2024, 201 : 217 - 246
  • [30] Numerical analysis of a stabilized finite element method for tracer injection simulations
    Malta, SMC
    Loula, AFD
    Garcia, ELM
    COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, 2000, 187 (1-2) : 119 - 136