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Numerical study of the Gross-Pitaevskii equation on a two-dimensional ring and vortex nucleation 二维环与涡旋成核的Gross-Pitaevskii方程数值研究
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2025-12-29 DOI: 10.1016/j.compfluid.2025.106956
Quentin Chauleur , Radu Chicireanu , Guillaume Dujardin , Jean-Claude Garreau , Adam Rançon
We consider the Gross-Pitaevskii equation with a confining ring potential with a Gaussian profile. By introducing a rotating sinusoidal perturbation, we numerically highlight the nucleation of quantum vortices in a particular regime throughout the dynamics. Numerical computations are made via a Strang splitting time integration and a two-point flux approximation Finite Volume scheme based on a particular admissible triangulation. We also develop numerical algorithms for vortex tracking adapted to our finite volume framework.
我们考虑具有高斯分布约束环势的Gross-Pitaevskii方程。通过引入旋转正弦微扰,我们在数值上强调了整个动力学过程中特定状态下量子漩涡的成核。采用奇异分裂时间积分法和基于特定可容许三角剖分的两点通量近似有限体积格式进行了数值计算。我们还开发了适用于有限体积框架的涡跟踪数值算法。
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引用次数: 0
A data-driven learned discretization approach in finite volume schemes for hyperbolic conservation laws and varying boundary conditions 双曲守恒律和变边界条件有限体积格式中数据驱动的学习离散化方法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-19 DOI: 10.1016/j.compfluid.2026.106978
G. de Romémont , F. Renac , J. Nunez , D. Gueyffier , F. Chinesta
This paper presents a data-driven finite volume method for solving 1D and 2D hyperbolic partial differential equations. This work builds upon prior research [5, 27, 75] incorporating a data-driven finite-difference approximation of smooth solutions of scalar conservation laws, where optimal coefficients of neural networks approximating space derivatives are learned based on accurate, but cumbersome solutions to these equations. We extend this approach to MUSCL-type finite volume approximations of hyperbolic scalar and systems of conservation laws. We also train the discretization to efficiently capture discontinuous solutions with shock and contact waves, as well as to the application of boundary conditions. The learning procedure of the data-driven model is extended through the definition of a new loss with added regularizers, paddings and adequate training databases. These new ingredients guarantee computational stability, preserve the accuracy of fine-grid solutions, and enhance overall performance. Numerical experiments using test cases from the literature in both one and two-dimensional spaces demonstrate that the learned model accurately reproduces fine-grid results on very coarse meshes achieving 20–50% gains in accuracy.
本文提出了一种数据驱动有限体积法求解一维和二维双曲型偏微分方程。这项工作建立在先前的研究[5,27,75]的基础上,结合了数据驱动的标量守恒定律光滑解的有限差分近似,其中逼近空间导数的神经网络的最佳系数是基于这些方程的精确但繁琐的解来学习的。我们将这种方法推广到双曲标量和守恒律系统的musl型有限体积近似。我们还训练离散化以有效地捕获具有激波和接触波的不连续解,以及边界条件的应用。数据驱动模型的学习过程通过添加正则化、填充和适当的训练数据库来定义新的损失进行扩展。这些新成分保证了计算稳定性,保持了细网格解决方案的准确性,并提高了整体性能。利用文献中一维和二维空间的测试用例进行的数值实验表明,所学习的模型在非常粗糙的网格上准确地再现了细网格结果,精度提高了20-50%。
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引用次数: 0
A hybrid implicit-explicit time integration for stiff chemically reacting flows based on adaptive component-splitting method 基于自适应分量分裂法的刚性化学反应流隐显混合时间积分
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-17 DOI: 10.1016/j.compfluid.2026.106977
Jingchao Zhang , Yue Zhang , Song Chen , Guanxin Hong
Numerical simulations of chemically reacting flows often suffer from stiffness arising from the large disparities in time scales among advection, diffusion, and chemical reactions, which severely limits computational efficiency. To address this challenge, this study proposes a hybrid implicit-explicit component-splitting method that decomposes the governing equations into two subsystems: a flow subsystem handling advection-viscous terms through explicit time integration, and a component subsystem treating diffusion-reaction terms via implicit time integration. This framework effectively combines the accuracy of explicit methods with the efficiency and stability of implicit schemes. In regions exhibiting strong stiffness, the local time step of the component subsystem is adaptively reduced by an appropriately chosen divisor to improve numerical stability and robustness. Furthermore, a species-invariance criterion based on local mass-fraction gradients and reaction activity is incorporated to selectively update the component subsystem, thereby reducing redundant computations. For unsteady flows, the proposed method permits significantly larger time steps than explicit Runge-Kutta schemes, while for steady flows it increases the maximum stable Courant-Friedrichs-Lewy number and reduces time cost per iteration. Several test cases, including hydrogen-air detonations and hypersonic non-equilibrium flows, demonstrate the method’s effectiveness: it maintains stability at large time steps, accurately captures the complex interactions between shock and detonation waves, and shows excellent agreement with high-order Runge-Kutta simulations. Overall, the proposed implicit-explicit method enables efficient, accurate, and robust simulations of chemically reacting flows with stiff chemistry.
化学反应流动的数值模拟由于平流、扩散和化学反应在时间尺度上的巨大差异而存在刚度问题,严重限制了计算效率。为了解决这一挑战,本研究提出了一种隐式-显式混合分量分裂方法,该方法将控制方程分解为两个子系统:通过显式时间积分处理平流粘性项的流动子系统,以及通过隐式时间积分处理扩散反应项的分量子系统。该框架有效地结合了显式方法的准确性和隐式方法的效率和稳定性。在刚性较强的区域,采用适当选择的除数自适应减小分量子系统的局部时间步长,提高数值稳定性和鲁棒性。此外,结合基于局部质量分数梯度和反应活度的物种不变性准则,选择性地更新组件子系统,从而减少冗余计算。对于非定常流动,该方法比显式龙格-库塔格式允许更大的时间步长,而对于稳定流动,该方法增加了最大稳定Courant-Friedrichs-Lewy数,减少了每次迭代的时间成本。包括氢气-空气爆炸和高超声速非平衡流在内的几个测试案例证明了该方法的有效性:它在大时间步长下保持稳定性,准确捕获激波和爆震波之间复杂的相互作用,并与高阶龙格-库塔模拟显示出极好的一致性。总的来说,所提出的隐式显式方法能够高效、准确和稳健地模拟具有刚性化学反应的化学反应流。
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引用次数: 0
Supersonic shear and wall-bounded flows with body-fitted meshes using the semi-Lagrangian lattice Boltzmann method: Boundary schemes and applications 使用半拉格朗日晶格玻尔兹曼方法的体拟合网格的超音速剪切和壁有界流动:边界格式和应用
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-06 DOI: 10.1016/j.compfluid.2026.106959
Philipp Spelten , Dominik Wilde , Mario Christopher Bedrunka , Dirk Reith , Holger Foysi
Lattice Boltzmann method (LBM) simulations of incompressible flows are nowadays common and well established. However, compressible supersonic flows with strong variable density and intrinsic compressibility effects pose particular challenges and are subject to ongoing research. The recently developed semi-Lagrangian lattice Boltzmann method (SLLBM) is capable of simulating two- and three-dimensional viscous compressible supersonic flows. This paper presents bounce-back, thermal, inlet, and outlet boundary conditions new to the method and their application to problems including heated or cooled walls, often required for supersonic flow cases. Using these boundary conditions, the SLLBM’s capabilities are demonstrated in various test cases, including a supersonic 2D NACA-0012 airfoil, flow around a 3D sphere, and, to the best of our knowledge, for the first time using an LBM, the 3D simulation of a supersonic turbulent channel flow at a bulk Mach number of Ma=1.5 and a 3D temporal supersonic compressible mixing layer at convective Mach numbers ranging from Ma=0.3 to Ma=1.2. The results show that the compressible SLLBM is able to adequately capture intrinsic and variable density compressibility effects.
晶格玻尔兹曼法(LBM)模拟不可压缩流动是目前较为普遍和成熟的方法。然而,具有强变密度和内禀可压缩性效应的可压缩超音速流动带来了特殊的挑战,是正在进行的研究课题。最近发展的半拉格朗日晶格玻尔兹曼方法(SLLBM)能够模拟二维和三维的粘性可压缩超音速流动。本文介绍了该方法中新的反弹、热、入口和出口边界条件,以及它们在包括加热或冷却壁在内的问题中的应用,这些问题通常需要超音速流动情况。使用这些边界条件,SLLBM的能力在各种测试案例中得到了证明,包括超音速2D ncaa -0012翼型,围绕3D球体流动,以及据我们所知,首次使用LBM,在整体马赫数Ma=1.5时超音速湍流通道流动的3D模拟,以及在对流马赫数Ma=0.3至Ma=1.2时3D时间超音速可压缩混合层。结果表明,可压缩SLLBM能够充分捕捉固有压缩率和变密度压缩率效应。
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引用次数: 0
Dual formulation finite-volume methods on overlapping meshes for hyperbolic conservation laws 双曲守恒律重叠网格的对偶公式有限体积方法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2025-12-29 DOI: 10.1016/j.compfluid.2025.106952
Rémi Abgrall , Alina Chertock , Alexander Kurganov , Lorenzo Micalizzi
In this work, we introduce new second-order schemes for one- and two-dimensional hyperbolic systems of conservation laws. Following an approach recently proposed in [R. Abgrall, Commun. Appl. Math. Comput., 5 (2023), pp. 370–402], we consider two different formulations of the studied system (the original conservative formulation and a primitive one containing nonconservative products), and discretize them on overlapping staggered meshes using two different numerical schemes. The novelty of our approach is twofold. First, we introduce an original paradigm making use of overlapping finite-volume (FV) meshes over which cell averages of conservative and primitive variables are evolved using semi-discrete FV methods: The nonconservative system is discretized by a path-conservative central-upwind scheme, and its solution is used to evaluate very simple numerical fluxes for the discretization of the original conservative system. Second, to ensure the nonlinear stability of the resulting method, we design a post-processing, which also guarantees a conservative coupling between the two sets of variables. We test the proposed semi-discrete dual formulation finite-volume methods on several benchmarks for the Euler equations of gas dynamics.
在这项工作中,我们引入了新的二阶格式的一和二维双曲系统的守恒定律。最近,[R.]Abgrall Commun。达成。数学。第一版。, 5 (2023), pp. 370-402],我们考虑了所研究系统的两种不同的公式(原始保守公式和包含非保守乘积的原始公式),并使用两种不同的数值格式将它们离散在重叠的交错网格上。我们方法的新颖之处有两个。首先,我们引入了一种利用重叠有限体积(FV)网格的原始范式,其中保守变量和原始变量的单元平均值使用半离散FV方法进行演化:非保守系统通过路径保守中心迎风格式离散,其解用于评估原始保守系统离散化的非常简单的数值通量。其次,为了保证结果方法的非线性稳定性,我们设计了后处理,保证了两组变量之间的保守耦合。我们在几个气体动力学欧拉方程的基准上测试了所提出的半离散对偶公式有限体积方法。
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引用次数: 0
A generalized Active Flux method of arbitrarily high order in two dimensions 二维任意高阶的广义有源通量方法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2025-11-04 DOI: 10.1016/j.compfluid.2025.106886
Wasilij Barsukow , Praveen Chandrashekar , Christian Klingenberg , Lisa Lechner
The Active Flux method can be seen as an extended finite volume method. The degrees of freedom of this method are cell averages, as in finite volume methods, and in addition shared point values at the cell interfaces, giving rise to a globally continuous reconstruction. Its classical version was introduced as a one-stage fully discrete, third-order method. Recently, a semi-discrete version of the Active Flux method was presented with various extensions to arbitrarily high order in one space dimension. In this paper we extend the semi-discrete Active Flux method on two-dimensional Cartesian grids to arbitrarily high order, by including moments as additional degrees of freedom (hybrid finite element–finite volume method). The stability of this method is studied for linear advection. For a fully discrete version, using an explicit Runge-Kutta method, a CFL restriction is derived. We end by presenting numerical examples for hyperbolic conservation laws.
主动通量法可以看作是一种扩展的有限体积法。与有限体积法一样,该方法的自由度是单元平均值,并且在单元界面处共享点值,从而产生全局连续重建。它的经典版本是作为一阶完全离散的三阶方法引入的。近年来,提出了一种半离散版本的有源通量法,并在一维空间上进行了各种扩展,达到任意高阶。本文通过将矩作为附加自由度(有限元-有限体积混合法),将二维笛卡尔网格上的半离散有源通量法扩展到任意高阶。研究了该方法对线性平流的稳定性。对于完全离散的版本,使用显式龙格-库塔方法,导出了CFL限制。最后,我们给出双曲守恒定律的数值例子。
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引用次数: 0
A low-dissipation continuous Galerkin formulation for turbulent premixed combustion 紊流预混燃烧的低耗散连续伽辽金公式
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-14 DOI: 10.1016/j.compfluid.2026.106973
Antonio Blanco-Casares, Daniel Mira, Oriol Lehmkuhl
This work presents a low-dissipative numerical method to solve the scalar transport equation with an exhaustive analysis of its application to reacting flows in the limit of perfectly premixed combustion with a low-Mach number formulation. A tabulated flamelet model is used to simplify the chemical reactions. The proposed method is presented for a generic conservation law and its property-preserving capability is proved on linear advection tests, in which it proves the preservation of strong gradients and the ability of controlling overshoots-undershoots. Even though the TVD property is not guaranteed, the numerical oscillations are greatly reduced. Then, the method is adapted to solve the convection-diffusion transport scalar equation with source terms, which is the core of any reacting flow simulation. The implementation is validated with the one-dimensional flame problem and then is tested in a turbulent combustion case. The comparison between the results obtained with conventional methods based on high-dissipation and the proposed low-dissipative approach shows clear benefits of the later, the interfaces are sharper and there is an improvement in the representation of the flame front. This formulation also shows capability to capture much more flow structures which make the simulation a closer representation of the actual physics.
本文提出了一种求解标量输运方程的低耗散数值方法,并详尽分析了该方法在低马赫数公式下完全预混燃烧极限反应流中的应用。采用表化火焰模型来简化化学反应。提出了一种通用的守恒律,并在线性平流试验中证明了该方法的保性,证明了该方法具有强梯度的保性和超调-欠调的控制能力。即使不能保证TVD特性,数值振荡也大大减少。然后,将该方法应用于求解具有源项的对流扩散输运标量方程,这是任何反应流动模拟的核心。通过一维火焰问题验证了该方法的有效性,并在湍流燃烧情况下进行了测试。将基于高耗散的传统方法与基于低耗散的方法的计算结果进行比较,结果表明低耗散方法的优点明显,界面更清晰,火焰前缘的表征也有所改善。该公式还显示了捕获更多流动结构的能力,这使得模拟更接近实际物理的表示。
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引用次数: 0
Modeling and analysis of swirling flow in cyclone separators using various hybrid scale-resolving approaches 采用各种混合尺度分解方法对旋风分离器内旋流进行建模和分析
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-14 DOI: 10.1016/j.compfluid.2026.106972
Mustafa Ishak Benzaza , David Uystepruyst , François Beaubert , Damien Méresse , François Delcourt , Céline Morin
This work investigates both experimentally and numerically the turbulent flow within cyclonic separators using DES and VLES turbulence methods. Numerical predictions are validated against Hoekstra’s experimental data, showing that DES accurately captures the tangential velocity and pressure drop, but struggles to reproduce the axial velocity, particularly near the vortex core. Several outlet boundary conditions, including the addition of an obstacle, are tested to improve flow representation. A mapped pressure boundary condition offers a more physically consistent solution. Furthermore, spectral analysis is used to identify the end of the unsteady transient regime and the dominant flow frequencies. The effect of cyclone body height is also investigated both experimentally and numerically by comparing two industrial configurations. Shorter cyclone bodies lead to lower velocities and higher swirl numbers at the cyclone body and near the outlet, while taller cyclones significantly mitigate the Precessing Vortex Core effect and reduce vortex intensity at the outlet region.
本文采用DES和VLES湍流方法对旋风分离器内的湍流进行了实验和数值研究。数值预测与Hoekstra的实验数据进行了对比,结果表明DES可以准确地捕捉到切向速度和压降,但很难重现轴向速度,特别是在涡旋核心附近。测试了几种出口边界条件,包括添加障碍物,以改善流动表现。映射的压力边界条件提供了物理上更一致的解决方案。在此基础上,利用谱分析方法确定了非定常暂态状态的终点和主导流动频率。通过对两种工业结构的比较,研究了旋流器体高度的影响。较短的气旋体导致气旋体和出口附近的速度较低,旋涡数较高,而较高的气旋显著减轻了进动涡核效应,降低了出口区域的旋涡强度。
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引用次数: 0
A fully implicit Discontinuous Galerkin finite element scheme for the 2D vertically averaged and moment equations 二维垂直平均和矩方程的全隐式间断Galerkin有限元格式
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-10 DOI: 10.1016/j.compfluid.2026.106969
Matteo Savino, Alessia Ferrari, Renato Vacondio, Paolo Mignosa
In this work, we introduce a novel fully implicit numerical scheme for the two-dimensional Vertically Averaged and Moment (VAM) system of equations. The method combines a Discontinuous Galerkin (DG) discretization of the homogeneous system with a local Taylor-based reconstruction of the non-conservative terms, ensuring stability without the need for empirical tuning parameters. The full set of equations is advanced in time, following a third-order accurate linear implicit Runge-Kutte (LIRK) method, through a single implicit step, where the fluxes and source terms are linearized via a Taylor-series expansion, thus avoiding computationally expensive iterative solvers. The effectiveness of the approach is demonstrated against experimental benchmarks, showing excellent agreement in both steady and unsteady flow regimes. Notably, the scheme remains robust for Courant-Friedrichs-Lewy (CFL) numbers up to 10, underscoring its potential for efficient large-scale simulations. Most importantly, the proposed formulation enables the simulation of non-hydrostatic pressure flows within a two-dimensional grid, thereby capturing essential three-dimensional effects without the prohibitive cost of fully 3D solvers.
在这项工作中,我们引入了一种新的二维垂直平均和矩(VAM)方程组的全隐式数值格式。该方法结合了齐次系统的不连续伽辽金(DG)离散化和非保守项的局部泰勒重建,确保了系统的稳定性,而无需经验整定参数。完整的方程组在时间上先进,遵循三阶精确线性隐式龙格-库特(lik)方法,通过一个隐式步骤,其中通量和源项通过泰勒级数展开线性化,从而避免了计算昂贵的迭代求解器。该方法的有效性与实验基准进行了对比,在稳定和非稳定流动状态下均表现出良好的一致性。值得注意的是,该方案对于柯朗-弗里德里希-路易(CFL)数高达10仍然保持稳健,强调了其高效大规模模拟的潜力。最重要的是,所提出的公式能够在二维网格内模拟非静水压力流动,从而捕获基本的三维效果,而无需完全3D求解器的高昂成本。
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引用次数: 0
Large-eddy simulation of decaying stratified turbulence 衰减分层湍流的大涡模拟
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-03-15 Epub Date: 2026-01-07 DOI: 10.1016/j.compfluid.2026.106968
Thomas S. Chyczewski, David A. Boger, Norman F. Foster
Large-eddy simulations (LESs) of homogeneous, initially isotropic turbulence decaying in a stratified environment were performed using an isotropic sub-grid scale model and compared to previously reported direct numerical simulation (DNS) results. The evolution of potential and kinetic energy, as well as key similarity parameters dependent on velocity fluctuations, turbulent kinetic energy dissipation rate, and turbulence length scales, were analyzed to assess the performance of the model in a stratified flow where anisotropy extends to very small scales. Favorable agreement between LES and DNS results was found, despite the Ozmidov scale, which characterizes the size of the smallest anisotropic eddies, not being resolved and the buoyancy length scale, at which buoyancy-induced Kelvin-Helmholtz instabilities develop, being marginally resolved.
采用各向同性亚网格尺度模型对分层环境中均匀的、初始各向同性的湍流进行了大涡模拟(LESs),并与之前报道的直接数值模拟(DNS)结果进行了比较。分析了位能和动能的演化,以及依赖于速度波动、湍流动能耗散率和湍流长度尺度的关键相似参数,以评估该模型在各向异性扩展到非常小尺度的分层流动中的性能。尽管表征最小各向异性涡旋大小的Ozmidov尺度没有得到解决,而浮力长度尺度(浮力诱导的Kelvin-Helmholtz不稳定性发展的尺度)得到了略微解决,但LES和DNS的结果之间存在良好的一致性。
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引用次数: 0
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