一项关于在二维不规则域中脑瘤动态的研究,具有变量顺序的时间分数导数
Harshad Sakariya1, Ravi Shankar Prasad1, Sushil Kumar1
1Department of Mathematics, S. V. National Institute of Technology, Surat 395007, Gujarat, India.
Computer methods and programs in biomedicine
|March 16, 2025
概括
这项研究引入了一种新的脑瘤生长模型,使用变量顺序的时间分数导数. 研究结果揭示了分数顺序和突变率如何影响瘤动态,为治疗提供了新的见解.
科学领域:
- 计算生物学 计算生物学
- 数学瘤学数学瘤学
- 生物物理学的生物物理.
背景情况:
- 脑瘤生长模型是复杂的.
- 准确的模型对于理解瘤动态和开发治疗方法至关重要.
研究的目的:
- 开发和分析一个脑瘤生长模型,使用可变顺序的时间分数导数.
- 研究分数顺序,突变率和生长参数对瘤动态的影响.
主要方法:
- 采用有限差值和高斯辐射基函数 (坎萨的方法).
- 进行了Ulam-Hyers稳定性分析和趋同分析.
- 通过代码验证验证计算方法.
主要成果:
- 数字模拟揭示了由分数效应影响的新瘤细胞动态.
- 变量顺序的时间分数导数影响瘤细胞种群增长.
- 突变和生长参数显著影响瘤的行为.
结论:
- 变量顺序的时间分数导数在脑瘤模型中引入记忆效应.
- 分数顺序参数对于准确的瘤生长建模至关重要.
- 这些发现可能有助于预测瘤进展,并指导向治疗.
相关概念视频
Multivariable Functions and Higher Derivatives
A multivariable function assigns a single output value to each ordered set of independent inputs, thereby defining a surface in three-dimensional space. For a function f(x, y), each point (x, y) corresponds to a height z = f(x, y). This geometric interpretation allows systematic analysis of how the output varies as multiple variables change simultaneously. Such functions frequently arise in physical models and optimization problems, where system behavior depends on several interacting...
Partial Differential Equations
A stone dropped into a still pond generates waves that propagate outward in circular patterns, creating a dynamic surface whose elevation depends on both position and time. At any given location, the water level oscillates as the wave passes, while at any fixed moment, the surface exhibits smooth, curved structures extending across space. This dual dependence requires a mathematical description that accounts for variation in multiple variables simultaneously.At a fixed point on the water...


