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High-order accurate implicit-explicit time-stepping schemes for wave equations on overset grids 超集网格上波浪方程的高阶精确隐式-显式时间步进方案
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-21 DOI: 10.1016/j.jcp.2024.113513
Allison M. Carson , Jeffrey W. Banks, William D. Henshaw , Donald W. Schwendeman
New implicit and implicit-explicit time-stepping methods for the wave equation in second-order form are described with application to two and three-dimensional problems discretized on overset grids. The implicit schemes are single step, three levels in time, and based on the modified equation approach. Second and fourth-order accurate schemes are developed and they incorporate upwind dissipation for stability on overset grids. The fully implicit schemes are useful for certain applications such as the WaveHoltz algorithm for solving Helmholtz problems where very large time-steps are desired. Some wave propagation problems are geometrically stiff due to localized regions of small grid cells, such as grids needed to resolve fine geometric features, and for these situations the implicit time-stepping scheme is combined with an explicit scheme: the implicit scheme is used for component grids containing small cells while the explicit scheme is used on the other grids such as background Cartesian grids. The resulting partitioned implicit-explicit scheme can be many times faster than using an explicit scheme everywhere. The accuracy and stability of the schemes are studied through analysis and numerical computations.
介绍了二阶波方程的新隐式和隐式-显式时间步进方法,并将其应用于在超集网格上离散的二维和三维问题。隐式方案为单步、三阶时间,基于修正方程方法。此外,还开发了二阶和四阶精确方案,并将上风耗散纳入其中,以实现超集网格上的稳定性。全隐式方案在某些应用中非常有用,例如用于求解亥姆霍兹问题的 WaveHoltz 算法,需要非常大的时间步长。有些波传播问题由于局部区域的网格单元较小而在几何上比较僵硬,例如需要网格来解决精细的几何特征,在这种情况下,隐式时间步进方案与显式方案相结合:隐式方案用于包含小单元的组件网格,而显式方案用于其他网格,如背景笛卡尔网格。由此产生的分区隐式-显式方案比在任何地方使用显式方案都要快很多倍。通过分析和数值计算研究了这些方案的精度和稳定性。
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引用次数: 0
Numerical simulation of phase transition with the hyperbolic Godunov-Peshkov-Romenski model 利用双曲线戈杜诺夫-佩什科夫-罗缅斯基模型对相变进行数值模拟
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-21 DOI: 10.1016/j.jcp.2024.113514
Pascal Mossier , Steven Jöns , Simone Chiocchetti , Andrea D. Beck , Claus-Dieter Munz
In this paper, a thermodynamically consistent numerical solution of the interfacial Riemann problem for the first-order hyperbolic continuum model of Godunov, Peshkov and Romenski (GPR model) is presented. In the presence of phase transition, interfacial physics are governed by molecular interaction on a microscopic scale, beyond the scope of the macroscopic continuum model in the bulk phases. The developed approximate two-phase Riemann solvers tackle this multi-scale problem, by incorporating a local thermodynamic model to predict the interfacial entropy production. Using phenomenological relations of non-equilibrium thermodynamics, interfacial mass and heat fluxes are derived from the entropy production and provide closure at the phase boundary. We employ the proposed Riemann solvers in an efficient sharp interface level-set Ghost-Fluid framework to provide coupling conditions at phase interfaces under phase transition. As a single-phase benchmark, a Rayleigh-Bénard convection is studied to compare the hyperbolic thermal relaxation formulation of the GPR model against the hyperbolic-parabolic Euler-Fourier system. The novel interfacial Riemann solvers are validated against molecular dynamics simulations of evaporating shock tubes with the Lennard-Jones shifted and truncated potential. On a macroscopic scale, evaporating shock tubes are computed for the material n-Dodecane and compared against Euler-Fourier results. Finally, the efficiency and robustness of the scheme is demonstrated with shock-droplet interaction simulations that involve both phase transfer and surface tension, while featuring severe interface deformations.
本文提出了戈杜诺夫、佩什科夫和罗缅斯基的一阶双曲连续体模型(GPR 模型)的界面黎曼问题的热力学一致数值解。在存在相变的情况下,界面物理受微观尺度上分子相互作用的支配,超出了体相宏观连续模型的范围。所开发的近似两相黎曼求解器通过结合局部热力学模型来预测界面熵的产生,从而解决了这一多尺度问题。利用非平衡热力学的现象学关系,从熵的产生推导出界面质量通量和热通量,并提供相边界的封闭性。我们在一个高效的尖锐界面水平集 Ghost-Fluid 框架中采用了所提出的黎曼求解器,为相变下的相界面提供耦合条件。作为单相基准,我们研究了雷利-贝纳德对流,以比较 GPR 模型的双曲热松弛公式与双曲-抛物线欧拉-傅里叶系统。利用 Lennard-Jones 移位和截断势对蒸发冲击管进行分子动力学模拟,验证了新型界面黎曼求解器。在宏观尺度上,计算了正十二烷材料的蒸发冲击管,并与欧拉-傅里叶结果进行了比较。最后,通过涉及相转移和表面张力,同时具有严重界面变形的冲击-液滴相互作用模拟,证明了该方案的效率和稳健性。
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引用次数: 0
Maxwell boundary condition for discrete velocity methods: Macroscopic physical constraints and Lagrange multiplier-based implementation 离散速度法的麦克斯韦边界条件:宏观物理约束和基于拉格朗日乘法器的实现
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-19 DOI: 10.1016/j.jcp.2024.113518
Xi-Qun Lu , Si-Ming Cheng , Li-Ming Yang , Hang Ding , Xi-Yun Lu
In this paper, we propose an algorithm that imposes macroscopic physical constraints with Lagrange multiplier approach in implementing the Maxwell boundary condition within the framework of the discrete velocity method. For the simulation of rarefied gas flows in the presence of solid walls with complex geometry, the distribution function in the reflection region of the wall surface needs to be constructed in the discrete velocity space, to fulfill the specular reflection in the Maxwell boundary condition. The construction process should not consist of interpolation only, but include certain macroscopic physical constraints at the wall surface, so as to correctly account for gas-surface interaction on a macroscopic level. We demonstrate that for the specular reflection, keeping the symmetry of the first three moments of the distribution function between the incident and reflected region is sufficient for maintaining the conservation of mass, momentum, and energy at the wall surface. Furthermore, to strictly satisfy macroscopic physical constraints, a Lagrange multiplier method is introduced into the construction of the distribution function to correct the pure interpolation solution. In addition, the construction process requires the inversion of a large and sparse matrix (of dimension N × N, where N is the number of points in the velocity space). To improve the computational efficiency, the matrix inversion is converted into that of a much smaller matrix, i.e. (D + 2) × (D + 2) in the d-dimensional physical space. A series of numerical experiments are conducted to examine the performance of the proposed algorithm under different flow conditions. We demonstrate that the results obtained by the proposed algorithm are more accurate than the pure interpolation solution, comparing with the benchmark data. Moreover, after the validation of our results with previous studies, we find that the method significantly enhances the conservation of total mass and energy, especially for flows in an enclosed domain.
本文提出了一种在离散速度法框架内实施麦克斯韦边界条件时采用拉格朗日乘法施加宏观物理约束的算法。为了模拟存在复杂几何形状固体壁面的稀薄气体流,需要在离散速度空间中构建壁面反射区域的分布函数,以满足麦克斯韦边界条件中的镜面反射。构建过程不应仅由插值组成,而应包括壁面的某些宏观物理约束,以便在宏观上正确解释气体与壁面的相互作用。我们证明,对于镜面反射,在入射和反射区域之间保持分布函数前三个矩的对称性就足以维持壁面的质量、动量和能量守恒。此外,为了严格满足宏观物理约束,在构建分布函数时引入了拉格朗日乘法,以修正纯插值求解。此外,构建过程需要反演一个大型稀疏矩阵(维度为 N × N,其中 N 为速度空间中的点数)。为了提高计算效率,矩阵反演被转换为更小矩阵的反演,即 d 维物理空间中的 (D + 2) × (D + 2)。我们进行了一系列数值实验,以检验拟议算法在不同流动条件下的性能。与基准数据相比,我们证明了所提算法得到的结果比纯插值解法更精确。此外,在将我们的结果与之前的研究进行验证后,我们发现该方法显著提高了总质量和总能量的守恒性,尤其是对于封闭域中的流动。
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引用次数: 0
A Shifted Boundary Method for the compressible Euler equations 可压缩欧拉方程的偏移边界法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113512
Xianyi Zeng , Ting Song , Guglielmo Scovazzi
The Shifted Boundary Method (SBM) is applied to compressible Euler flows, with and without shock discontinuities. The SBM belongs to the class of unfitted (or immersed, or embedded) finite element methods and avoids integration over cut cells (and the associated implementation/stability issues) by reformulating the original boundary value problem over a surrogate (approximate) computational domain. Accuracy is maintained by modifying the original boundary conditions using Taylor expansions. Hence the name of the method, that shifts the location and values of the boundary conditions. We specifically discuss the advantages the proposed method offers in avoiding spurious numerical artifacts in two scenarios: (a) when curved boundaries are represented by body-fitted polygonal approximations and (b) when the Kutta condition needs to be imposed in immersed simulations of airfoils. An extensive suite of numerical tests is included.
偏移边界法(SBM)适用于有和无冲击不连续的可压缩欧拉流。SBM 属于非拟合(或浸入式或嵌入式)有限元方法,通过在代用(近似)计算域上重新表述原始边界值问题,避免了在切割单元上进行积分(以及相关的执行/稳定性问题)。通过泰勒展开来修改原始边界条件,从而保持精度。因此,该方法被命名为 "移动边界条件的位置和数值"。我们具体讨论了所提方法在两种情况下避免虚假数值伪影的优势:(a) 当曲面边界由体拟合多边形近似表示时;(b) 当需要在机翼浸没模拟中施加库塔条件时。其中包括一套广泛的数值测试。
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引用次数: 0
Local time-stepping for the shallow water equations using CFL optimized forward-backward Runge-Kutta schemes 使用 CFL 优化的前向后 Runge-Kutta 方案对浅水方程进行局部时间步进分析
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113511
Jeremy R. Lilly , Giacomo Capodaglio , Darren Engwirda , Robert L. Higdon , Mark R. Petersen
The Courant–Friedrichs–Lewy (CFL) condition is a well known, necessary condition for the stability of explicit time-stepping schemes that effectively places a limit on the size of the largest admittable time-step for a given problem. We formulate and present a new local time-stepping (LTS) scheme optimized, in the CFL sense, for the shallow water equations (SWEs). This new scheme, called FB-LTS, is based on the CFL optimized forward-backward Runge-Kutta schemes from Lilly et al. [16]. We show that FB-LTS maintains exact conservation of mass and absolute vorticity when applied to the TRiSK spatial discretization [21], and provide numerical experiments showing that it retains the temporal order of the scheme on which it is based (second order). We implement FB-LTS, along with a certain operator splitting, in MPAS-Ocean to test computational performance. This scheme, SplitFB-LTS, is up to 10 times faster than the classical four-stage, fourth-order Runge-Kutta method (RK4), and 2.3 times faster than an existing strong stability preserving Runge-Kutta based LTS scheme with the same operator splitting (SplitLTS3). Despite this significant increase in efficiency, the solutions produced by SplitFB-LTS are qualitatively equivalent to those produced by both RK4 and SplitLTS3.
库兰特-弗里德里希斯-刘伊(Courant-Friedrichs-Lewy,CFL)条件是显式时间步进方案稳定性的一个众所周知的必要条件,它有效地限制了给定问题的最大可接受时间步进的大小。我们针对浅水方程(SWE)制定并提出了一种在 CFL 意义上优化的新局部时间步进(LTS)方案。这一新方案被称为 FB-LTS,基于 Lilly 等人 [16] 的 CFL 优化前向-后向 Runge-Kutta 方案。我们的研究表明,FB-LTS 在应用于 TRiSK 空间离散化[21]时保持了质量和绝对涡度的精确守恒,并提供了数值实验,表明它保持了其所基于方案的时间阶次(二阶)。我们在 MPAS-Ocean 中实施了 FB-LTS 以及某种算子拆分,以测试计算性能。这种名为 SplitFB-LTS 的方案比经典的四阶 Runge-Kutta 方法(RK4)快 10 倍,比现有的基于 Runge-Kutta 的强稳定性 LTS 方案(SplitLTS3)快 2.3 倍。尽管效率大幅提高,但 SplitFB-LTS 所产生的解与 RK4 和 SplitLTS3 所产生的解在质量上是相同的。
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引用次数: 0
Improving turbulence modeling for gas turbine blades: A novel approach to address flow transition and stagnation point anomalies 改进燃气轮机叶片的湍流建模:解决流动过渡和停滞点异常的新方法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113499
Ali Akbar Shahbazi , Vahid Esfahanian
Accurate prediction of temperature and Heat Transfer Coefficient (HTC) distributions over gas turbine blades is crucial for the design process and life assessment of these components. Numerical studies of flow over gas turbine blades face significant challenges in accurately simulating two complex phenomena: (1) the transition of flow from laminar to turbulent, and (2) stagnation point flow at the leading edge. Many turbulence models tend to overpredict the temperature on turbine blades, leading to incorrect identification of hot-spot regions and, consequently, erroneous estimations of blade life. This paper investigates the performance of various turbulence models in simulating flow and heat transfer over gas turbine vanes. The study includes three full turbulence models, i.e., Spalart-Allmaras (SA), Shear Stress Transport kω (SST-kw), and v2f (V2F), as well as two transitional models, i.e., Transition SST (Trans-SST) and kkLω (k-kl-w). Simulation results indicate that the v2f, Trans-SST, and kkLω models can detect flow transition. However, the transition length and onset location predicted by the Trans-SST and kkLω models do not align with experimental data. Conversely, the v2f model suffers from over-predictions at the leading edge due to stagnation point anomaly. To address these issues and due to capacities of the V2F model, this study proposes two modifications to enhance the performance of the V2F model. First, the production term of turbulent kinetic energy is redefined to mitigate the stagnation point anomaly. Second, the model is recalibrated to improve the prediction of flow transition. The new model, named the Production Modified V2F (PMV2F) model, shows promising results in predicting temperature and heat transfer coefficients.
准确预测燃气轮机叶片上的温度和传热系数(HTC)分布对于这些部件的设计过程和寿命评估至关重要。对燃气轮机叶片上流动的数值研究在准确模拟两种复杂现象方面面临重大挑战:(1) 气流从层流向湍流的过渡,以及 (2) 前缘的停滞点流动。许多湍流模型倾向于过高预测涡轮叶片上的温度,从而导致热点区域的错误识别,进而导致对叶片寿命的错误估计。本文研究了各种湍流模型在模拟燃气轮机叶片上的流动和传热方面的性能。研究包括三种完全湍流模型,即 Spalart-Allmaras (SA)、剪应力传输 k-ω (SST-kw) 和 v2-f (V2F),以及两种过渡模型,即 Transition SST (Trans-SST) 和 k-kL-ω (k-kl-w)。仿真结果表明,v2-f、Trans-SST 和 k-kL-ω 模型都能检测流量过渡。然而,Trans-SST 和 k-kL-ω 模型预测的过渡长度和起始位置与实验数据不一致。相反,由于停滞点异常,v2-f 模型对前缘的预测过高。针对这些问题以及 V2F 模型的能力,本研究提出了两项修改建议,以提高 V2F 模型的性能。首先,重新定义了湍流动能的产生项,以缓解停滞点异常。其次,对模型进行重新校准,以改进对流动转变的预测。新模型被命名为生产修正 V2F(PMV2F)模型,在预测温度和传热系数方面显示出良好的效果。
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引用次数: 0
A novel energy-bounded Boussinesq model and a well balanced and stable numerical discretisation 新颖的能量约束布森斯克模型和平衡稳定的数值离散化方法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113516
Magnus Svärd, Henrik Kalisch
Many Boussinesq models suffer from nonlinear instabilities, especially in the context of rapid variations in the bed topography. In this work, a Boussinesq system is put forward which is derived in such a way as to be both linearly and nonlinearly energy-stable.
The proposed system is designed to be robust for coastal simulations with sharply varying bathymetric features while maintaining the dispersive accuracy at any constant depth. For constant bathymetries, the system has the same linear dispersion relation as Peregrine's system ([22]). Furthermore, the system transitions smoothly to the shallow-water system as the depth goes to zero.
In the one-dimensional case, we design a stable finite-volume scheme and demonstrate its robustness, accuracy and stability under grid refinement in a suite of test problems including Dingemans's wave experiment.
Finally, we generalise the system to the two-dimensional case.
许多布森斯克模型都存在非线性不稳定性,特别是在海床地形快速变化的情况下。在这项工作中,提出了一种布西内斯克系统,其推导方式既是线性的,也是非线性的,具有能 量稳定性。所提出的系统设计用于具有急剧变化的水深特征的沿岸模拟,具有鲁棒性,同时在 任何恒定深度下都能保持分散精度。对于恒定的水深,该系统与 Peregrine 系统([22])具有相同的线性频散关系。在一维情况下,我们设计了一个稳定的有限体积方案,并在一系列测试问题(包括 Dingemans 的波浪实验)中证明了该方案在网格细化下的鲁棒性、精确性和稳定性。
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引用次数: 0
Parallel Eulerian-Lagrangian coupling method on hierarchical meshes 分层网格上的并行欧拉-拉格朗日耦合方法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113509
Tim Wegmann , Ansgar Niemöller , Matthias Meinke , Wolfgang Schröder
An Eulerian-Lagrangian coupling method based on hierarchical meshes is presented, which allows an efficient parallelization on high-performance computing hardware. It features an interleaved execution pattern with non-blocking communication, where the hierarchical mesh structure facilitates the redistribution of the computational load. The Lagrangian and Eulerian solvers use hierarchical Cartesian meshes which share a common coarse mesh level. The domain decomposition is based on a space-filling curve defined on the joint computational mesh, where the load is projected to a coarse mesh level used for the partitioning. The performance of the coupled method is evaluated for the problem of spray modeling in turbulent flow. A solution adaptive mesh is utilized for the large-eddy simulation of the flow field and the Lagrangian tracking method is used for the spray particles. Static and dynamic workload estimators are compared with respect to the alleviation of load imbalances. Liquid fuel spray injection in a constant pressure chamber and in an internal combustion engine serves as applications with varying scale resolution and localized computational load. The parallel efficiency of the approach on high performance systems is demonstrated for meshes with up to 2.8109 cells and 21106 particles. Detailed performance analyses show a performance gain of the novel algorithm of approx. 20% compared to a non-interleaved time step execution for two-way coupled spray injection simulations. Results of strong scaling experiments at different injection phases show a good parallel performance with an efficiency of up to 81% using 262000 MPI processes.
本文介绍了一种基于分层网格的欧拉-拉格朗日耦合方法,该方法可在高性能计算硬件上实现高效并行化。它采用非阻塞通信交错执行模式,分层网格结构有助于重新分配计算负荷。拉格朗日求解器和欧拉求解器使用分层笛卡尔网格,这些网格共享一个粗网格层。域分解基于在联合计算网格上定义的空间填充曲线,载荷投射到用于分区的粗网格层。针对湍流中的喷雾建模问题,对耦合方法的性能进行了评估。流场的大涡流模拟使用了自适应网格解决方案,喷雾粒子则使用了拉格朗日跟踪方法。比较了静态和动态工作量估算器对减轻负载不平衡的作用。恒压室和内燃机中的液体燃料喷射应用具有不同的尺度分辨率和局部计算负荷。该方法在高性能系统上的并行效率已在网格多达 2.8⋅109 个单元和 21⋅106 个粒子时得到证实。详细的性能分析表明,在双向耦合喷射模拟中,与非交错时间步执行相比,新算法的性能提高了约 20%。不同喷射阶段的强扩展实验结果表明,使用 262000 个 MPI 进程,并行性能良好,效率高达 81%。
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引用次数: 0
The localized radial basis function collocation method for dendritic solidification, solid phase sintering and wetting phenomenon based on phase field 基于相场的树枝状凝固、固相烧结和润湿现象的局部径向基函数搭配法
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113515
Pengfei Jiang , Hui Zheng , Jingang Xiong , Timon Rabczuk
Phase-field has been effectively applied to many complex problems according to the mesh based method. However, the computational speed of the numerical method based on phase-field still needs improved. In this paper, an improved localized radial basis function collocation method (LRBFCM) based on the adaptive support domain is employed to the phase-field methods. The proposed adaptive support domain can increase the stability of the LRBFCM, and the improved LRBFCM is much more efficient than the traditional finite element method (FEM) in coupling with phase-field methods. The proposed approach is further applied to the single-phase dendrite solidification, two-phase sintering, and three-phase wetting phenomena. We compare the efficiency of the proposed LRBFCM with different numerical methods, which show that the LRBFCM combined with the Fourier spectral method can deal with the three-phase model with more than ten million nodes easily.
根据基于网格的方法,相场已有效地应用于许多复杂问题。然而,基于相场的数值方法的计算速度仍有待提高。本文在相场方法的基础上,采用了一种基于自适应支撑域的改进型局部径向基函数配准法(LRBFCM)。所提出的自适应支撑域可以提高 LRBFCM 的稳定性,改进后的 LRBFCM 在与相场方法耦合时比传统的有限元方法(FEM)更有效。我们将所提出的方法进一步应用于单相树枝晶凝固、两相烧结和三相润湿现象。我们比较了所提出的 LRBFCM 与不同数值方法的效率,结果表明 LRBFCM 与傅立叶谱方法相结合可以轻松处理节点数超过 1000 万的三相模型。
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引用次数: 0
Spurious vorticity in Eulerian and Lagrangian methods 欧拉和拉格朗日方法中的虚假涡度
IF 3.8 2区 物理与天体物理 Q2 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-10-18 DOI: 10.1016/j.jcp.2024.113510
David Sidilkover
Lagrangian methods for computational continuum mechanics, since their inception, traditionally relied on staggered meshes. This feature, while facilitating their robustness and reliability, presented some difficulties. The latter motivated the search for collocated Lagrangian schemes. One of the attempts to develop such a scheme was the CAVEAT method/code. Numerical solutions produced by this method suffered sometimes from large vorticity errors, which could lead to mesh entanglement and premature run termination. The efforts to devise a more robust collocated scheme began to bear fruit a couple of decades later starting from the groundbreaking method GLACE, closely followed by EUCCLHYD and later on by CCH and others.
One of the aims of this paper is to present a novel Lagrangian collocated factorizable scheme. The notion of a factorizable method was introduced more than two decades ago within the Eulerian approach. It designates a numerical scheme that reflects/preserves the mixed character of the Euler equations, i.e. does not introduce non-physical coupling between the different factors of the system of equations - advection and acoustics operators.
Another aim of this paper is to explore the connection between the factorizability property of a Lagrangian method and whether or not it suffers from spurious vorticity. Several existing schemes are surveyed for this purpose. A conjecture summarizing our findings is formulated.
用于计算连续介质力学的拉格朗日方法自诞生以来,一直依赖于交错网格。这一特点在提高其稳健性和可靠性的同时,也带来了一些困难。后者促使人们寻找交错拉格朗日方案。CAVEAT 方法/代码就是开发这种方案的尝试之一。这种方法产生的数值解有时会出现较大的涡度误差,从而导致网格缠结和运行过早终止。几十年后,从开创性的 GLACE 方法开始,设计更稳健的同位方案的努力开始结出硕果,紧随其后的是 EUCCLHYD,以及后来的 CCH 和其他方法。可因子方法的概念早在二十多年前的欧拉方法中就已提出。本文的另一个目的是探索拉格朗日方法的可因子性与是否会产生虚假涡度之间的联系。为此,本文对几种现有方案进行了调查。本文提出了一个猜想,总结了我们的发现。
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引用次数: 0
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Journal of Computational Physics
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