一类空间分数阶扩散方程的格子Boltzmann方法

Lattice Boltzmann Methods for a Class of Spatial Fractional Order Diffusion Equations

  • 摘要: 采用格子Boltzmann方法求解了一类非对称Riemann-Liouville空间分数阶扩散方程。首先利用线性插值和积分中值定理对分数阶导数进行预处理,将分数阶方程转化为整数阶方程。然后通过Chapman-Enksog多尺度展开技术,适当选取平衡态分布函数,建立了具有二阶精度的格子Boltzmann模型。最后通过数值实验验证了所提出模型的有效性。结果显示,在不同权重和分数阶下模型的数值结果与精确解吻合良好。

     

    Abstract: Asymmetric spatial fractional-order diffusion equations play a pivotal role in describing anomalous diffusion phenomena with bias. Examples of such phenomena include pollutant dispersion dominated by groundwater flow fields, cytoplasmic transport in complex environments, and directional edge processing in images. The present paper employs the lattice Boltzmann method to solve a class of asymmetric Riemann-Liouville spatial fractional-order diffusion equations. Firstly, the pre-processing of fractional derivatives was undertaken using linear interpolation and the mean value theorem for integrals, thereby transforming the fractional-order equation into an integer-order equation. Subsequently, employing Chapman-Enksog multiscale expansion techniques and appropriately selecting equilibrium distribution functions, a second-order accurate lattice Boltzmann model was established. The final stage of the research process involves the validation of the proposed model's validity through numerical experiments. The results obtained demonstrate that the numerical outcomes of the model exhibit good agreement with the exact solutions under various weighting functions and fractional orders.

     

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