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
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