A Purely Meshless Penalty 2D Formulation for Navier–Stokes Equations

IF 2.1 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS
M. A. Kamal, Ahmed M. M. Hasan, Youssef F. Rashed, Ahmed Fady Farid
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Abstract

This paper presents a novel mesh-free approach for solving the Navier–Stokes equations. The method makes use of the meshless method of fundamental solutions (MFS) and the Monte Carlo integration technique for computing the domain integral of the convective terms. No domain or boundary discretization is required. This approach facilitates numerical computation while ensuring accuracy and stability. By imposing a penalty parameter, the Navier–Stokes equations are transformed to resemble the Navier equations of elasticity. Hence, elasticity based fundamental solutions are employed. The proposed formulation is validated through numerical examples, demonstrating its efficacy in capturing steady-state flow phenomena through several examples. This highly parallelized system is then accelerated via GPU computing. Overall, the proposed method provides a promising paradigm for advancing computational fluid mechanics, offering a versatile framework with broad applicability in engineering and scientific domains.

Abstract Image

Navier-Stokes方程的纯无网格惩罚二维公式
本文提出了一种新的求解Navier-Stokes方程的无网格方法。该方法利用无网格基本解法(MFS)和蒙特卡罗积分技术计算对流项的域积分。不需要域或边界离散化。这种方法便于数值计算,同时保证了精度和稳定性。通过施加惩罚参数,将Navier - stokes方程转化为类似于Navier弹性方程的方程。因此,采用基于弹性的基本解决方案。通过数值算例验证了该公式的有效性,并通过几个算例验证了该公式在捕获稳态流动现象方面的有效性。这个高度并行化的系统然后通过GPU计算加速。总的来说,所提出的方法为推进计算流体力学提供了一个有前途的范例,提供了一个在工程和科学领域具有广泛适用性的通用框架。
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来源期刊
International Journal for Numerical Methods in Fluids
International Journal for Numerical Methods in Fluids 物理-计算机:跨学科应用
CiteScore
3.70
自引率
5.60%
发文量
111
审稿时长
8 months
期刊介绍: The International Journal for Numerical Methods in Fluids publishes refereed papers describing significant developments in computational methods that are applicable to scientific and engineering problems in fluid mechanics, fluid dynamics, micro and bio fluidics, and fluid-structure interaction. Numerical methods for solving ancillary equations, such as transport and advection and diffusion, are also relevant. The Editors encourage contributions in the areas of multi-physics, multi-disciplinary and multi-scale problems involving fluid subsystems, verification and validation, uncertainty quantification, and model reduction. Numerical examples that illustrate the described methods or their accuracy are in general expected. Discussions of papers already in print are also considered. However, papers dealing strictly with applications of existing methods or dealing with areas of research that are not deemed to be cutting edge by the Editors will not be considered for review. The journal publishes full-length papers, which should normally be less than 25 journal pages in length. Two-part papers are discouraged unless considered necessary by the Editors.
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