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A coarse-mesh semi-analytical framework for incompressible flows: Extending the Nodal Integral-Immersed Boundary Method 不可压缩流的粗网格半解析框架:扩展节点积分浸入边界法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2026-01-07 DOI: 10.1016/j.compfluid.2026.106967
Amritpal Singh , Neeraj Kumar , Abdellah Hadjadj , Mostafa Safdari Shadloo
This work extends the Nodal Integral-Immersed Boundary Method (NIM-IBM) to the solution of steady incompressible Navier-Stokes equations in complex geometries. The NIM provides a coarse-mesh, semi-analytical discretization that maintains second-order spatial accuracy, while the sharp-interface IBM enforces boundary conditions on non-body-fitted Cartesian grids. To address the challenges of pressure-velocity coupling and mass conservation near immersed boundaries, the formulation integrates a hybrid MAC-SOLA (Marker and Cell-Solution Algorithm) pressure-correction scheme, preserving the analytical structure of NIM and avoiding complex matrix couplings at cut cells. The proposed framework is validated against multiple benchmark problems involving internal and external flows. Results show that the method accurately captures key flow features and benchmark quantities, even on coarse meshes, with good agreement to experimental and high-resolution numerical data. The approach offers a computationally efficient and geometrically flexible alternative for incompressible flow simulations, with potential for extension to unsteady and high-Reynolds-number regimes.
本文将节点积分浸入边界法推广到复杂几何中稳定不可压缩Navier-Stokes方程的求解中。NIM提供了一个保持二阶空间精度的粗网格、半解析离散化,而IBM的锐接口在非体拟合的笛卡尔网格上执行边界条件。为了解决浸入式边界附近的压力-速度耦合和质量守恒问题,该配方集成了一种混合MAC-SOLA(标记和细胞-解决算法)压力校正方案,既保留了NIM的分析结构,又避免了切割细胞处复杂的矩阵耦合。针对涉及内部和外部流的多个基准问题验证了所提出的框架。结果表明,即使在粗糙网格上,该方法也能准确捕获关键流特征和基准量,与实验和高分辨率数值数据吻合良好。该方法为不可压缩流动模拟提供了一种计算效率高、几何上灵活的替代方案,并有可能扩展到非定常和高雷诺数状态。
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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 : 2026-01-07 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
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 : 2026-01-06 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
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 : 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
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 : 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
Gauss-Newton Natural Gradient Descent for Physics-informed Computational Fluid Dynamics 高斯-牛顿自然梯度下降的物理通知计算流体动力学
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-28 DOI: 10.1016/j.compfluid.2025.106955
Anas Jnini , Flavio Vella , Marius Zeinhofer
We propose Gauss-Newton’s method in function space for the solution of the Navier-Stokes equations in the physics-informed neural network (PINN) framework. Upon discretization, this yields a natural gradient method that provably mimics the function space dynamics. Our computational results demonstrate close to single-precision accuracy measured in relative L2 norm on a number of benchmark problems. To the best of our knowledge, this constitutes the first contribution in the PINN literature that solves the Navier-Stokes equations to this degree of accuracy. Finally, we show that given a suitable integral discretization, the proposed optimization algorithm agrees with Gauss-Newton’s method in parameter space. This allows a matrix-free formulation enabling efficient scalability to large network sizes.
在物理信息神经网络(PINN)框架下,提出了求解Navier-Stokes方程的函数空间高斯-牛顿方法。在离散化之后,这产生了一种自然梯度方法,可以证明它模拟了函数空间动力学。我们的计算结果表明,在许多基准问题上,相对L2范数测量的精度接近单精度。据我们所知,这构成了PINN文献中第一个以这种精度解决Navier-Stokes方程的贡献。最后,我们证明了在适当的积分离散化条件下,所提出的优化算法在参数空间上符合高斯-牛顿方法。这使得一个无矩阵的公式能够有效地扩展到大型网络规模。
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引用次数: 0
Fine-tuning physics-informed neural networks for cavity flows using coordinate transformation 利用坐标变换对腔体流动的物理信息神经网络进行微调
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-27 DOI: 10.1016/j.compfluid.2025.106957
Ryuta Takao , Satoshi Ii
Physics-informed neural networks (PINNs) have attracted attention as an alternative approach to solve partial differential equations using a deep neural network (DNN). Their simplicity and capability allow them to solve inverse problems for many applications. Despite the versatility of PINNs, it remains challenging to reduce their training cost. Using a DNN pre-trained with an arbitrary dataset with transfer learning or fine-tuning is a potential solution. However, a pre-trained model using a different geometry and flow condition than the target may not produce suitable results. This paper proposes a fine-tuning approach for PINNs with coordinate transformation, modelling lid-driven cavity flows with various shapes. We formulate the inverse problem, where the reference data inside the domain and wall boundary conditions are given. A pre-trained PINN model with an arbitrary Reynolds number and shape is used to initialize a target DNN. To reconcile the reference shape with different targets, governing equations as a loss of the PINNs are given with coordinate transformation using a deformation gradient tensor. Numerical examples for various cavity flows with square, rectangular, shear deformed and inflated geometries demonstrate that the proposed fine-tuning approach improves the training convergence compared with a randomly-initialized model. A pre-trained model with a similar geometry to the target further increases training efficiency. These findings are useful for real-world applications such as modelling intra-aneurysmal blood flows in clinical use.
物理信息神经网络(pinn)作为一种利用深度神经网络(DNN)求解偏微分方程的替代方法引起了人们的关注。它们的简单性和功能使它们能够解决许多应用程序的逆向问题。尽管pin具有多功能性,但降低其培训成本仍然具有挑战性。使用带有迁移学习或微调的任意数据集预训练的深度神经网络是一种潜在的解决方案。然而,使用与目标不同的几何形状和流动条件的预训练模型可能无法产生合适的结果。本文提出了一种基于坐标变换的pinn微调方法,对不同形状的盖驱动腔流进行建模。给出了区域内的参考数据和壁面边界条件,给出了反问题的形式。使用一个具有任意雷诺数和形状的预训练PINN模型来初始化目标DNN。为了协调不同目标的参考形状,利用变形梯度张量进行坐标变换,给出了作为pinn损失的控制方程。对方形、矩形、剪切变形和膨胀几何形状的空腔流动进行了数值模拟,结果表明,与随机初始化模型相比,该方法提高了训练收敛性。与目标几何形状相似的预训练模型进一步提高了训练效率。这些发现对于现实世界的应用是有用的,例如模拟临床使用的动脉瘤内血流。
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引用次数: 0
Curve boundary algorithms based on interpolation for multiphase lattice Boltzmann method 基于插值的多相晶格玻尔兹曼法曲线边界算法
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-26 DOI: 10.1016/j.compfluid.2025.106954
Dingyu Song , Fu Ling , Yonggang Zhang , Binghai Wen
Boundary treatment is an essential issue in the modelling of fluid flows with high accuracy. While the curved boundary conditions can improve the accuracy of simulating complex geometric boundaries in single-phase flows in the lattice Boltzmann method, they usually lead to significant mass leakage and computational errors in multiphase flow. This is primarily because the traditional curved boundary conditions fail to account for nonlinear density variations in the transition region caused by nonideal effects. This study incorporates the nonideal effect into an interpolation scheme and proposes the interpolation-based curved boundary algorithm for multiphase flow, including linear, quadratic, and cubic interpolation schemes. Static and dynamic multiphase simulations with large density ratios demonstrate that this method effectively improves the computational accuracy of multiphase flow boundary conditions. The required mass compensation is negligible, and the spurious velocity is reduced by an order of magnitude compared to conventional methods.
边界处理是高精度流体流动建模的关键问题。虽然曲面边界条件可以提高晶格玻尔兹曼法模拟单相流动复杂几何边界的精度,但在多相流动中往往会导致较大的质量泄漏和计算误差。这主要是因为传统的弯曲边界条件不能解释由非理想效应引起的过渡区域的非线性密度变化。本研究将非理想效应纳入插值方案,提出了基于插值的多相流曲线边界算法,包括线性、二次和三次插值方案。大密度比的静态和动态多相流模拟结果表明,该方法有效地提高了多相流边界条件的计算精度。所需的质量补偿可以忽略不计,并且与传统方法相比,伪速度降低了一个数量级。
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引用次数: 0
An all-Mach cell-centered multi-dimensional finite volume numerical scheme for the Euler equations 欧拉方程的全马赫中心多维有限体积数值格式
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-25 DOI: 10.1016/j.compfluid.2025.106951
Alessia Del Grosso , Wasilij Barsukow , Raphaël Loubère , Pierre-Henri Maire
In the context of the numerical approximation of Euler equations, great efforts have been devoted to developing schemes that can accurately reproduce solutions in low Mach number flows. Solutions of classic Finite Volume (FV) schemes are usually plagued by an excessive diffusion as the numerical scheme is not consistent with the limit equations for the Mach number that tends to zero. Instead, a numerical scheme that satisfies such a property is called Asymptotic-Preserving (AP). In this paper, we propose an AP FV scheme for the multi-dimensional Euler equations. In classic FV methods, the numerical approximation of the face flux is obtained by means of a two-state 1D approximate Riemann Solver (RS) in the normal direction to the face. Here, we rely on a node-based flux approximation that exploits a particular RS involving a nodal quantity which depends on all the cells around a given node. Such an idea has been exploited by Barsukow et al. (2023) for the linear acoustic equations. Their method is vorticity-preserving, but its extension to the Euler equations proved to be far from trivial. For such a reason, a change of perspective is needed in the definition of the RS.
在欧拉方程的数值近似的背景下,大量的努力已经投入到开发方案,可以准确地再现解在低马赫数流动。经典有限体积格式的解由于不符合马赫数趋于零的极限方程,通常存在过度扩散的问题。相反,满足这种性质的数值格式称为渐近保持(AP)。本文提出了多维欧拉方程的AP - FV格式。在经典的FV方法中,面通量的数值逼近是通过在面法线方向上的两态一维近似黎曼解算器(RS)获得的。在这里,我们依赖于一个基于节点的通量近似,它利用了一个特定的RS,涉及一个节点数量,这个节点数量取决于给定节点周围的所有细胞。Barsukow等人(2023)在线性声学方程中利用了这种想法。他们的方法是保持涡度的,但将其推广到欧拉方程被证明远非微不足道。因此,在RS的定义中需要改变视角。
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引用次数: 0
Numerical investigation of flow induced by plasma actuators around a circular cylinder in quiescent air under duty-cycle actuation 占空比作用下静空气中等离子体作动器绕圆柱体流动的数值研究
IF 3 3区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2025-12-24 DOI: 10.1016/j.compfluid.2025.106953
Zihao Zhu, Pau Fradera-Soler, Yalu Zhu, Feng Liu
The flow induced by a pair of Dielectric-Barrier-Discharge (DBD) plasma actuators symmetrically-mounted on a circular cylinder in quiescent air is simulated by solving the Unsteady Reynolds-Averaged Navier-Stokes (URANS) equations. A new body-force model for the plasma actuator is developed, which yields significantly improved agreement with experiments. In addition to velocity and vorticity fields, the computations provide time-instantaneous and time-averaged pressure field and pressure and skin friction distributions over the cylinder, which have not been available from existing experiments for this problem. The computational results are analyzed to reveal the relations between the plasma body force, pressure field, velocity, vorticity, forces on the cylinder, and momentum imparted to the flow as they impact the flow control effectiveness for different duty-cycle ratio and frequency of the plasma actuation input. A pair of cumulative vortices is discovered outside the experimental measurement window for the first time by the computations. Regardless of the level of duty-cycle frequency and the detailed near field vortex patterns, the vortices appear to eventually accumulate some distance downstream of the cylinder and move very slowly downstream. The present study is of direct relevance to problems involving vortex shedding and noise production from many circular-shaped aeronautical and civil structures. It helps to provide the necessary fundamental understanding of the flow physics and guidance for future design and optimization of DBD plasma actuators for flow control.
通过求解非定常reynolds - average Navier-Stokes (URANS)方程,模拟了对称安装在圆柱上的一对介质阻挡放电(DBD)等离子体致动器在静止空气中的流动。建立了一种新的等离子体作动器的体力模型,该模型与实验结果吻合较好。除了速度和涡量场之外,计算还提供了时间瞬时和时间平均的压力场以及气缸上的压力和表面摩擦分布,这些都是现有实验无法得到的。通过对计算结果的分析,揭示了在不同占空比和频率下,等离子体体力、压力场、速度、涡量、施加在气缸上的力和传递给流动的动量对流动控制效果的影响关系。通过计算,首次在实验测量窗口外发现了一对累积涡。不管占空比频率的高低和详细的近场涡旋模式如何,涡旋似乎最终会在圆柱体下游积累一定距离,并向下游缓慢移动。本研究直接涉及许多圆形航空和民用结构的涡脱落和噪声产生问题。它有助于为流动物理提供必要的基本理解,并为未来设计和优化用于流动控制的DBD等离子体致动器提供指导。
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引用次数: 0
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