论文标题

一种质量转移粒子跟踪方法,用于使用不连续扩散系数模拟传输

A Mass-transfer Particle-tracking Method for Simulating Transport with Discontinuous Diffusion Coefficients

论文作者

Schmidt, Michael J., Engdahl, Nicholas B., Pankavich, Stephen D., Bolster, Diogo

论文摘要

由于自然地质特征或由于流量特性的数值离散,因此在水文地质系统中可能会遇到空间不连续扩散系数($ d(\ boldsymbol x)$)的问题。迄今为止,质量转移粒子跟踪(MTPT)方法是一种通过随机行走和扩散质量转移共同模拟扩散的拉格朗日方法家族,无法解决这个问题。该手稿提出了一种新的质量转移(MT)算法,该算法使MTPT方法能够准确解决不连续的$ d(\ boldsymbol x)$的问题。为了实现这一目标,我们通过采用预测器 - 矫正器方法来为不连续的$ d(\ boldsymbol x)$问题得出半分析解决方案,我们将此半分析解决方案用作重新印度的MT MT算法中的权重功能。对于具有多个1D接口和2D病例的情况,该半分析解决方案被推广,包括4个子域的$ 2 \ times 2 $瓷砖,与数值生成的扩散场相对应。这种新的质量转移算法生成的解决方案与分析1D解决方案或在更复杂的情况下非常一致,这证明了我们提出的方法的成功。

The problem of a spatially discontinuous diffusion coefficient ($D(\boldsymbol x)$) is one that may be encountered in hydrogeologic systems due to natural geological features or as a consequence of numerical discretization of flow properties. To date, mass-transfer particle-tracking (MTPT) methods, a family of Lagrangian methods in which diffusion is jointly simulated by random walk and diffusive mass transfers, have been unable to solve this problem. This manuscript presents a new mass-transfer (MT) algorithm that enables MTPT methods to accurately solve the problem of discontinuous $D(\boldsymbol x)$. To achieve this, we derive a semi-analytical solution to the discontinuous $D(\boldsymbol x)$ problem by employing a predictor-corrector approach, and we use this semi-analytical solution as the weighting function in a reformulated MT algorithm. This semi-analytical solution is generalized for cases with multiple 1D interfaces as well as for 2D cases, including a $2 \times 2$ tiling of 4 subdomains that corresponds to a numerically-generated diffusion field. The solutions generated by this new mass-transfer algorithm closely agree with an analytical 1D solution or, in more complicated cases, trusted numerical results, demonstrating the success of our proposed approach.

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