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The tempered finite element method 回火有限元法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-25 DOI: 10.1016/j.jcp.2025.114615
Antoine Quiriny , Václav Kučera , Jonathan Lambrechts , Nicolas Moës , Jean-François Remacle
In this paper, we propose a new approach – the Tempered Finite Element Method (TFEM) – that extends the Finite Element Method (FEM) to classes of meshes that include zero-measure or nearly degenerate elements for which standard FEM approaches do not allow convergence. First, we review why the maximum angle condition [1] is not necessary for FEM convergence and what are the real limitations in terms of meshes. Next, we propose a simple modification of the classical FEM for elliptic problems that provably allows convergence for a wider class of meshes including bands of caps that cause locking of the solution in standard FEM formulations. The proposed method is trivial to implement in an existing FEM code and can be theoretically analyzed. We prove that in the case of exactly zero-measure elements it corresponds to mortaring. We show numerically and theoretically that what we propose is functional and sound. The remainder of the paper is devoted to extensions of the TFEM method to linear elasticity, mortaring of non-conforming meshes, high-order elements, and advection.
在本文中,我们提出了一种新的方法-回火有限元法(TFEM) -将有限元法(FEM)扩展到包含零测度或近退化单元的网格类,而标准有限元方法不允许收敛。首先,我们回顾了为什么最大角度条件[1]不是有限元收敛所必需的,以及在网格方面的真正限制是什么。接下来,我们对椭圆型问题的经典有限元提出了一个简单的修正,证明它可以收敛于更广泛的网格,包括在标准有限元公式中导致解锁定的帽带。该方法在现有的有限元程序中易于实现,并且可以进行理论分析。我们证明了在完全零测度元素的情况下,它对应于砂浆。我们从数值和理论上证明了我们的提议是功能性的和合理的。本文的其余部分致力于将TFEM方法扩展到线弹性,非协调网格的砂浆,高阶单元和平流。
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引用次数: 0
Domain decomposition of the modified Born series approach for large-scale wave propagation simulations 大尺度波传播模拟中修正Born级数法的区域分解
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114619
Swapnil Mache , Ivo M. Vellekoop
The modified Born series (MBS) is a fast and accurate method for simulating wave propagation in complex structures. In the current implementation of the MBS, the simulation size is limited by the working memory of a single computer or graphics processing unit (GPU). Here, we present a domain decomposition method that enhances the scalability of the MBS by distributing the computations over multiple GPUs, while maintaining its accuracy, memory efficiency, and guaranteed monotonic convergence. With this new method, the computations can be performed in parallel, and a larger simulation size is possible as it is no longer limited to the memory size of a single computer or GPU. We show how to decompose large problems over subdomains and demonstrate our approach by solving the Helmholtz problem for a complex structure of 3.28 · 107 cubic wavelengths (320 × 320 × 320 wavelengths) in just 45 minutes with a dual-GPU simulation.
修正玻恩级数(MBS)是一种快速、准确地模拟复杂结构中波浪传播的方法。在当前的MBS实现中,仿真大小受到单个计算机或图形处理单元(GPU)的工作内存的限制。在此,我们提出了一种域分解方法,通过将计算分布在多个gpu上来增强MBS的可扩展性,同时保持其准确性,内存效率和保证单调收敛。有了这种新方法,计算可以并行执行,更大的模拟规模是可能的,因为它不再局限于单个计算机或GPU的内存大小。我们展示了如何在子域上分解大型问题,并通过在45分钟内使用双gpu模拟解决3.28 · 107立方波长(320 × 320 × 320波长)的复杂结构的亥姆霍兹问题来演示我们的方法。
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引用次数: 0
An asymptotic preserving kinetic scheme for the M1 model of non-local thermal transport for two-dimensional structured and unstructured meshes 二维结构和非结构网格非局部热输运M1模型的渐近保持动力学格式
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114618
Jean-Luc Feugeas , Julien Mathiaud , Luc Mieussens , Thomas Vigier
The M1 moment model for electron transport is commonly used to describe non-local thermal transport effects in laser-plasma simulations. In this article, we propose a new asymptotic-preserving scheme based on the Unified Gas Kinetic Scheme (UGKS) for this model in two-dimensional space. This finite volume kinetic scheme follows the same approach as in our previous article [1] and relies on a moment closure, at the numerical scale, of the microscopic flux of UGKS. The method is developed for both structured and unstructured meshes, and several techniques are introduced to ensure accurate fluxes in the diffusion limit. A second-order extension is also proposed. Several test cases validate the different aspects of the scheme and demonstrate its efficiency in multiscale simulations. In particular, the results demonstrate that this method accurately captures non-local thermal effects.
电子输运的M1矩模型通常用于描述激光等离子体模拟中的非局部热输运效应。本文在统一气体动力学格式(UGKS)的基础上,对该模型在二维空间中提出了一种新的渐近保持格式。这种有限体积动力学方案遵循与我们之前的文章[1]相同的方法,并依赖于UGKS微观通量在数值尺度上的力矩闭包。该方法适用于结构网格和非结构网格,并引入了几种技术来确保扩散极限下的精确通量。提出了一种二阶推广。几个测试用例验证了该方案的不同方面,并证明了其在多尺度模拟中的有效性。结果表明,该方法能够准确地捕捉到非局部热效应。
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引用次数: 0
A fully discrete finite element method with second-order temporal accuracy for the Rosensweig model 具有二阶时间精度的Rosensweig模型的完全离散有限元方法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114617
Xiaojing Dong , Huayi Huang , Yunqing Huang , Xiaofeng Yang
In this paper, we propose a linear, unconditionally energy-stable, and fully discrete finite element method for an incompressible ferrohydrodynamics flow. Consider the constitutive equations that model the motion of a magnetic fluid, proposed by Rosensweig. The Rosensweig model comprises the Navier-Stokes equations, the angular momentum equations, the magnetization equation, and the magnetostatics equation. An equivalent form of the magnetostatics equation is derived, which helps us to design an unconditionally stable discrete scheme. We propose a new fully discrete finite element method with second-order temporal accuracy, which preserves the original energy. We linearize the discrete problem with extrapolated solutions. The unconditional stability of the fully discrete solution is proved. Furthermore, we obtain the existence and uniqueness of the fully discrete solution by the Leray-Schauder fixed point theorem. Numerical experiments verify the effectiveness and accuracy of the scheme, and simulate the controllability of the magnetic fluid driven by an applied magnetic field.
本文提出了不可压缩铁流体力学流动的线性、无条件能量稳定、完全离散的有限元方法。考虑由Rosensweig提出的模拟磁流体运动的本构方程。Rosensweig模型由Navier-Stokes方程、角动量方程、磁化方程和静磁方程组成。导出了静磁方程的等价形式,这有助于设计无条件稳定的离散格式。我们提出了一种新的完全离散有限元方法,具有二阶时间精度,同时保留了原始能量。我们用外推解将离散问题线性化。证明了全离散解的无条件稳定性。进一步,利用Leray-Schauder不动点定理,得到了全离散解的存在唯一性。数值实验验证了该方案的有效性和准确性,并模拟了外加磁场驱动下磁流体的可控性。
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引用次数: 0
Efficient High-Fidelity Three-dimensional Super-Resolution Reconstruction of Swirling Flame via Spaced Physically Consistent Diffusion Model 基于空间物理一致扩散模型的旋转火焰高效高保真三维超分辨率重建
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114631
Yanyu Chen (陈彦宇), Longzhang Huang (黄泷章), Wenjiang Xu (徐文江), Fan Yang (杨帆)
High-resolution three-dimensional swirling flame imaging is a vital diagnostic tool for combustion analysis, providing essential data for downstream tasks such as component concentration measurement and chemical reaction rate estimation in diverse combustion scenarios. Currently, in the field of super-resolution for actual physical scenes like combustion fields, diffusion models have achieved notable success due to their powerful data modeling capabilities and show considerable potential for widespread application. However, issues such as numerous timesteps, long inference times, and high computational resource consumption are more pronounced when these models are applied to complex three-dimensional flow field data. The 3D-SPCDM proposed in this paper optimizes the diffusion model by constructing a Markov chain between low- and high-resolution three-dimensional flame data, leading to the development of a more suitable loss function for the model. Additionally, we refine the weight allocation of skip-connections in the U-Net network architecture. These modifications significantly reduce the number of timesteps and the computational overhead during training and inference, while also avoiding the noise introduced by overly long Markov chains in the original diffusion model paradigm. Consequently, this enhances convergence speed and the accuracy of distribution estimation. The architectural improvements also boost the model's ability to reconstruct flame data details and express non-linear features, ensuring that the final reconstruction is physically more realistic and reliable. Experimental results from the super-resolution comparison of three-dimensional swirling flames demonstrate that our method achieves a PSNR improvement of 10.4% and 18.6% compared to 3D-PCDM in 8× and 64× voxel super-resolution experiments, respectively. It also performs excellently in SSIM and MAE evaluation metrics, providing clearer and more accurate representations of flame details. Furthermore, the method reduces the model parameter count by approximately 51.4%, effectively lowering computational resource consumption.
高分辨率三维旋转火焰成像是燃烧分析的重要诊断工具,为下游任务提供必要的数据,如不同燃烧场景下的成分浓度测量和化学反应速率估计。目前,在燃烧场等实际物理场景的超分辨领域,扩散模型以其强大的数据建模能力取得了显著的成功,具有广泛应用的潜力。然而,当这些模型应用于复杂的三维流场数据时,时间步长、推理时间长、计算资源消耗高等问题更加明显。本文提出的3D-SPCDM通过在低分辨率和高分辨率三维火焰数据之间构建马尔可夫链来优化扩散模型,从而开发出更适合模型的损失函数。此外,我们还改进了U-Net网络架构中跳转连接的权重分配。这些改进大大减少了训练和推理过程中的时间步数和计算开销,同时也避免了原始扩散模型范式中过长的马尔可夫链带来的噪声。从而提高了分布估计的收敛速度和准确性。架构上的改进也提高了模型重建火焰数据细节和表达非线性特征的能力,确保最终的重建在物理上更加真实和可靠。三维旋转火焰的超分辨率对比实验结果表明,在8×体素和64×体素超分辨率实验中,我们的方法比3D-PCDM的PSNR分别提高了10.4%和18.6%。它在SSIM和MAE评估指标上也表现出色,提供了更清晰、更准确的火焰细节表示。此外,该方法减少了约51.4%的模型参数计数,有效降低了计算资源消耗。
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引用次数: 0
Efficient solutions of eigenvalue problems in rarefied gas flows 稀薄气体流动中特征值问题的有效解
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114607
Lei Wu
The linear stability analysis of rarefied gas flows based on the Boltzmann kinetic equation has recently garnered research interest due to its potential applications in the high-altitude hypersonic flows, where rarefaction effects can render the Navier-Stokes equations invalid. Since the Boltzmann equation is defined in a six-dimensional phase space, directly solving the associated eigenvalue problems is computationally intractable. In this paper, we propose an efficient iterative method to solve the linear stability equation. The solution process involves both outer and inner iterations. In the outer iteration, the shifted inverse power method is employed to compute selected eigenvalues and their corresponding eigenfunctions of interest. For the inner iteration, which involves inverting the high-dimensional system for the velocity distribution function, we adopt our recently developed general synthetic iterative scheme to ensure fast-converging and asymptotic-preserving properties. As a proof of concept, our method demonstrates both high efficiency and accuracy in planar sound wave and Couette flow. Each eigenpair can be computed with only a few hundred iterations of the kinetic equation, and the spatial cell size can be significantly larger than the molecular mean free path in near-continuum flow regimes. In particular, for the sound problem, we observe for the first time that when the mean free path of gas molecules is comparable to the sound wavelength, large discrepancies arise among the results obtained from the Navier-Stokes equations, the Boltzmann equation with different viscosity indices (reflecting various intermolecular potentials such as hard-sphere, Maxwell, and shielded Coulomb interactions), and the simplified Shakhov kinetic model equation.
基于玻尔兹曼动力学方程的稀薄气体流动线性稳定性分析最近引起了人们的研究兴趣,因为它在高空高超声速流动中的潜在应用,其中稀薄效应可以使Navier-Stokes方程失效。由于玻尔兹曼方程是在六维相空间中定义的,直接求解相关的特征值问题在计算上是难以解决的。本文提出了一种求解线性稳定性方程的有效迭代方法。解决方案过程包括外部和内部迭代。在外迭代中,采用移幂逆法计算所选特征值及其对应的感兴趣特征函数。对于对高维系统求速度分布函数逆的内迭代,我们采用了最近开发的通用综合迭代格式,保证了快速收敛和渐近保持的性质。作为概念验证,我们的方法在平面声波和库埃特流中显示出高效率和高精度。每个特征对的计算只需要几百次的动力学方程迭代,并且空间单元的大小可以明显大于近连续流状态下的分子平均自由程。特别是对于声音问题,我们首次观察到,当气体分子的平均自由程与声波长相当时,不同粘度指数的Navier-Stokes方程、Boltzmann方程(反映各种分子间势,如硬球、麦克斯韦和屏蔽库仑相互作用)和简化的Shakhov动力学模型方程的结果存在较大差异。
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引用次数: 0
A generalized ENO reconstruction in compact GKS for compressible flow simulations 压缩流模拟中紧凑GKS的广义ENO重构
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114612
Fengxiang Zhao , Kun Xu
This paper presents a generalized ENO (GENO)-type nonlinear reconstruction scheme for compressible flow simulations. The proposed reconstruction preserves the accuracy of the linear scheme while maintaining essentially non-oscillatory behavior at discontinuities. By generalizing the adaptive philosophy of ENO schemes, the method employs a smooth path function that directly connects high-order linear reconstruction with a reliable lower-order alternative. This direct adaptive approach significantly simplifies the construction of nonlinear schemes, particularly for very high-order methods on unstructured meshes. A comparative analysis with various WENO methods demonstrates the reliability and accuracy of the proposed reconstruction, which provides an optimal transition between linear and nonlinear reconstructions across all limiting cases based on stencil smoothness. The consistency and performance of the GENO reconstruction are validated through implementation in both high-order compact gas-kinetic schemes (GKS) and non-compact Riemann-solver-based schemes. Benchmark tests confirm the robustness and shock-capturing capabilities of GENO, with particularly superior performance when integrated with compact schemes. This work advances the construction methodology of nonlinear schemes and establishes ENO-type reconstruction as a mature and practical approach for engineering applications.
本文提出了一种用于可压缩流动模拟的广义ENO (GENO)型非线性重构方案。所提出的重建保留了线性格式的准确性,同时在不连续处保持了本质上的非振荡行为。该方法通过推广ENO方案的自适应原理,采用光滑路径函数将高阶线性重构与可靠的低阶替代直接连接起来。这种直接自适应方法大大简化了非线性格式的构建,特别是对于非结构化网格上的高阶方法。通过与各种WENO方法的对比分析,证明了所提出的重建方法的可靠性和准确性,该方法在基于模板平滑性的所有极限情况下提供了线性和非线性重建之间的最佳过渡。通过在高阶紧凑型气体动力学格式(GKS)和非紧凑型黎曼解算器格式下的实现,验证了GENO重构的一致性和性能。基准测试证实了GENO的稳健性和冲击捕获能力,与紧凑方案集成时具有特别优越的性能。本文提出了非线性格式的构建方法,确立了eno型重构作为一种成熟实用的工程应用方法。
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引用次数: 0
Adaptive hyper-reduction of non-sparse operators: Application to parametric particle-based kinetic plasma models 非稀疏算子的自适应超约简:在参数化粒子动力学等离子体模型中的应用
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.jcp.2025.114609
Cecilia Pagliantini , Federico Vismara
This paper proposes an adaptive hyper-reduction method to reduce the computational cost associated with the simulation of parametric particle-based kinetic plasma models, specifically focusing on the Vlasov-Poisson equation. Conventional model order reduction and hyper-reduction techniques are often ineffective for such models due to the non-sparse nature of the nonlinear operators arising from the interactions between particles. To tackle this issue, we propose an adaptive, structure-preserving hyper-reduction method that leverages a decomposition of the discrete reduced Hamiltonian into a linear combination of terms, each depending on a few components of the state. The proposed approximation strategy allows to: (i) preserve the Hamiltonian structure of the problem; (ii) evaluate nonlinear non-sparse operators in a computationally efficient way; (iii) overcome the Kolmogorov barrier of transport-dominated problems via evolution of the approximation space and adaptivity of the rank of the solution. The proposed method is validated on numerical benchmark simulations, demonstrating stable and accurate performance with substantial runtime reductions compared to the full order model.
本文提出了一种自适应超约化方法,以减少与参数化粒子动力学等离子体模型模拟相关的计算成本,特别是针对Vlasov-Poisson方程。由于粒子间相互作用产生的非线性算子的非稀疏性质,传统的模型降阶和超降阶技术往往对此类模型无效。为了解决这个问题,我们提出了一种自适应的、保持结构的超约化方法,该方法利用将离散的约简哈密顿量分解为项的线性组合,每个项依赖于状态的几个组成部分。所提出的近似策略允许:(i)保留问题的哈密顿结构;(ii)以计算效率高的方式计算非线性非稀疏算子;(iii)通过近似空间的演化和解秩的自适应克服运输主导问题的Kolmogorov障碍。通过数值基准仿真验证了该方法的有效性,与全阶模型相比,该方法性能稳定、准确,运行时间大大缩短。
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引用次数: 0
Compact discrete unified gas kinetic scheme for unsteady and steady particle-based multiscale Boltzmann transport 基于粒子的非定常和定常多尺度玻尔兹曼输运的紧凑离散统一气体动力学方案
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-23 DOI: 10.1016/j.jcp.2025.114629
Changming Zhong , Zhaoli Guo , Xiafeng Zhou
A compact discrete unified gas kinetic scheme (CDUGKS) and its compact steady-state DUGKS (CSDUGKS) are developed in this work to solve a variety of particle-based multiscale transport problems. The core innovation lies in a compact reconstruction scheme, which determines the distribution function at cell interfaces using only local information within a single cell, thereby avoiding the use of data from multiple neighboring cells as in traditional DUGKS formulations. This compact reconstruction significantly enhances the accuracy and robustness of both original unsteady and steady DUGKS methods, particularly for strongly inhomogeneous problems on coarse meshes. The proposed compact reconstruction scheme is highly general and can be readily extended to various numerical limiters by incorporating compact gradients. It is also applicable to other frameworks, such as discrete velocity or ordinate methods and related transport solvers. Several representative particle-based multiscale transport problems—including phonon heat conduction, photon gray radiative transfer, and multigroup neutron transport—are conducted to assess the performance of the proposed CDUGKS and CSDUGKS. Numerical results demonstrate that the compact schemes outperform the original DUGKS and SDUGKS in terms of accuracy, particularly in configurations involving steep gradients, large optical thickness variations, and material discontinuities. Moreover, the compact reconstruction operates entirely within a single cell, making it particularly advantageous for massively parallel implementations. Overall, the proposed CDUGKS and CSDUGKS offer a robust, accurate, and scalable framework for solving complicated multiscale transport problems, and provide a promising basis for future extensions to large-scale practical engineering applications.
本文提出了一种紧凑的离散统一气体动力学格式(CDUGKS)及其紧凑的稳态气体动力学格式(CSDUGKS),用于解决各种基于粒子的多尺度输运问题。核心创新在于紧凑的重建方案,该方案仅使用单个单元内的局部信息来确定单元接口处的分布函数,从而避免使用传统DUGKS公式中来自多个相邻单元的数据。这种紧凑的重建大大提高了原非定常和定常DUGKS方法的精度和鲁棒性,特别是对于粗糙网格上的强非齐次问题。所提出的紧致重建方案具有高度的通用性,并且可以通过结合紧致梯度很容易地扩展到各种数值限制器。它也适用于其他框架,如离散速度或坐标方法和相关的运输求解器。几个代表性的基于粒子的多尺度传输问题,包括声子热传导、光子灰色辐射传输和多群中子传输,进行了评估所提出的CDUGKS和CDUGKS的性能。数值结果表明,紧凑方案在精度方面优于原始DUGKS和SDUGKS,特别是在涉及陡峭梯度、大光学厚度变化和材料不连续的配置中。此外,紧凑的重构完全在单个单元内操作,这使得它对大规模并行实现特别有利。总体而言,CDUGKS和CDUGKS为解决复杂的多尺度运输问题提供了一个强大、准确和可扩展的框架,并为未来扩展到大规模实际工程应用提供了有希望的基础。
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引用次数: 0
Thermodynamically consistent modeling and simulation of the moving contact line problem in non-isothermal two-phase flows 非等温两相流中移动接触线问题的热力学一致性建模与仿真
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-23 DOI: 10.1016/j.jcp.2025.114590
Junkai Wang, Qiaolin He
According to the dynamic van der Waals theory, we propose a thermodynamically consistent model for non-isothermal two-phase flows with contact line motion. In this model, fluid temperature is treated as a primary variable, characterized by the proposed temperature governing equation, rather than being derived from intermediate variables such as total energy density, internal energy density or entropy density. The hydrodynamic boundary conditions, which represent a generalization of the generalized Navier slip boundary condition for non-isothermal flows, are imposed in the proposed model. We then derive the dimensionless form of the model and prove that it rigorously satisfies both the first and second laws of thermodynamics. Based on the dimensionless system, an efficient numerical scheme is constructed by extending the multiple scalar auxiliary variable approach to the entropy production. The resulting scheme is decoupled, linear, unconditionally entropy-stable, and preserves mass conservation as well as the boundedness of number density at the fully discrete level. Several numerical results are presented to validate the effectiveness and stability of the proposed method.
根据动态范德华理论,提出了具有接触线运动的非等温两相流的热力学一致性模型。在该模型中,流体温度被视为主要变量,由所提出的温度控制方程表征,而不是由总能量密度、内能密度或熵密度等中间变量导出。在该模型中引入了非等温流动的广义Navier滑移边界条件。然后我们推导出模型的无量纲形式,并证明它严格满足热力学第一定律和第二定律。在无量纲系统的基础上,将多标量辅助变量方法推广到熵产生中,构造了一种有效的数值格式。所得到的格式是解耦的、线性的、无条件熵稳定的,并且在完全离散水平上保持质量守恒以及数密度的有界性。数值结果验证了该方法的有效性和稳定性。
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引用次数: 0
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Journal of Computational Physics
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