首页 > 最新文献

International Journal for Numerical Methods in Fluids最新文献

英文 中文
On robust boundary treatments for wall-modeled LES with high-order discontinuous finite element methods 用高阶非连续有限元方法对壁模型 LES 进行稳健边界处理
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-19 DOI: 10.1002/fld.5281
Yuma Fukushima, Takanori Haga

To robustly and accurately simulate wall-bounded turbulent flows at high Reynolds numbers, we propose suitable boundary treatments for wall-modeled large-eddy simulation (WMLES) coupled with a high-order flux reconstruction (FR) method. First, we show the need to impose an auxiliary boundary condition on auxiliary variables (solution gradients) that are commonly introduced in high-order discontinuous finite element methods (DFEMs). Auxiliary boundary conditions are introduced in WMLES, where the grid resolution is too coarse to resolve the inner layer of a turbulent boundary layer. Another boundary treatment to further enhance stability with under-resolved grids, is the use of a modal filter only in the wall-normal direction of wall-adjacent cells to remove the oscillations. A grid convergence study of turbulent channel flow with a high Reynolds number (Reτ5200$$ R{e}_{tau}approx 5200 $$) shows that the present WMLES framework accurately predicts velocity profiles, Reynolds shear stress, and skin friction coefficients at the grid resolutions recommended in the literature. It was confirmed that a small amount of filtering is sufficient to stabilize computation, with negligible influence on prediction accuracy. In addition, non-equilibrium periodic hill flow with a curved wall, including flow separation, reattachment, and acceleration at a high Reynolds number (Reh37,000$$ R{e}_happrox 37,000 $$), is reported. Considering stability and the prediction accuracy, we recommend a loose auxiliary wall boundary conditions with a less steep velocity gradient for WMLES using high-order DFEMs.

摘要为了稳健而准确地模拟高雷诺数下的壁面湍流,我们提出了壁面建模大涡流模拟(WMLES)与高阶通量重构(FR)方法相结合的合适边界处理方法。首先,我们说明了在高阶非连续有限元方法(DFEM)中通常引入的辅助变量(解梯度)上施加辅助边界条件的必要性。在 WMLES 中引入了辅助边界条件,因为网格分辨率太粗,无法解析湍流边界层的内层。另一种边界处理方法是仅在相邻单元的壁面法线方向使用模态滤波器来消除振荡,以进一步提高网格分辨率不足时的稳定性。对高雷诺数()湍流通道流进行的网格收敛研究表明,在文献推荐的网格分辨率下,目前的 WMLES 框架可以准确预测速度剖面、雷诺切应力和表皮摩擦系数。研究证实,少量滤波足以稳定计算,对预测精度的影响可以忽略不计。此外,还报告了具有弯曲壁面的非平衡周期性山丘流,包括高雷诺数()下的流动分离、重新附着和加速。考虑到稳定性和预测精度,我们建议在使用高阶 DFEM 的 WMLES 中采用宽松的辅助壁边界条件和较小的速度梯度。
{"title":"On robust boundary treatments for wall-modeled LES with high-order discontinuous finite element methods","authors":"Yuma Fukushima,&nbsp;Takanori Haga","doi":"10.1002/fld.5281","DOIUrl":"10.1002/fld.5281","url":null,"abstract":"<div>\u0000 \u0000 <p>To robustly and accurately simulate wall-bounded turbulent flows at high Reynolds numbers, we propose suitable boundary treatments for wall-modeled large-eddy simulation (WMLES) coupled with a high-order flux reconstruction (FR) method. First, we show the need to impose an auxiliary boundary condition on auxiliary variables (solution gradients) that are commonly introduced in high-order discontinuous finite element methods (DFEMs). Auxiliary boundary conditions are introduced in WMLES, where the grid resolution is too coarse to resolve the inner layer of a turbulent boundary layer. Another boundary treatment to further enhance stability with under-resolved grids, is the use of a modal filter only in the wall-normal direction of wall-adjacent cells to remove the oscillations. A grid convergence study of turbulent channel flow with a high Reynolds number (<span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>R</mi>\u0000 <msub>\u0000 <mrow>\u0000 <mi>e</mi>\u0000 </mrow>\u0000 <mrow>\u0000 <mi>τ</mi>\u0000 </mrow>\u0000 </msub>\u0000 <mo>≈</mo>\u0000 <mn>5200</mn>\u0000 </mrow>\u0000 <annotation>$$ R{e}_{tau}approx 5200 $$</annotation>\u0000 </semantics></math>) shows that the present WMLES framework accurately predicts velocity profiles, Reynolds shear stress, and skin friction coefficients at the grid resolutions recommended in the literature. It was confirmed that a small amount of filtering is sufficient to stabilize computation, with negligible influence on prediction accuracy. In addition, non-equilibrium periodic hill flow with a curved wall, including flow separation, reattachment, and acceleration at a high Reynolds number (<span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mi>R</mi>\u0000 <msub>\u0000 <mrow>\u0000 <mi>e</mi>\u0000 </mrow>\u0000 <mrow>\u0000 <mi>h</mi>\u0000 </mrow>\u0000 </msub>\u0000 <mo>≈</mo>\u0000 <mn>37</mn>\u0000 <mo>,</mo>\u0000 <mn>000</mn>\u0000 </mrow>\u0000 <annotation>$$ R{e}_happrox 37,000 $$</annotation>\u0000 </semantics></math>), is reported. Considering stability and the prediction accuracy, we recommend a loose auxiliary wall boundary conditions with a less steep velocity gradient for WMLES using high-order DFEMs.</p>\u0000 </div>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 7","pages":"1170-1193"},"PeriodicalIF":1.8,"publicationDate":"2024-03-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140167692","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Simulation of fluid-structure interaction using the boundary data immersion method with adaptive mesh refinement 利用自适应网格细化的边界数据浸入法模拟流固耦合效应
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-18 DOI: 10.1002/fld.5283
Yuan Wang, Wei Ge

The fluid-structure interaction is simulated using the boundary data immersion method. As the fluid-structure interface is smeared in the smoothing region, deviations are incurred in fluid simulations. For compressible flow, high order difference schemes with more mesh cells for the stencils are usually employed to achieve high overall accuracy, but near interfaces it requires wider smoothing region of several mesh cells for computational stability and hence lowers its accuracy significantly. To address this issue, the proposed algorithm switches to lower order difference schemes near the interfaces and applies adaptive mesh refining there to compensate the accuracy loss. Implemented with Structured Adaptive Mesh Refinement Application Infrastructure (SAMRAI), the algorithm shows notable improvement in the overall accuracy and efficiency in cases such as channel flow and flow past a cylinder. The algorithm is used to simulate the shock wave past a fixed or free cylinder with Ma =2.67$$ =2.67 $$ and Re =1482$$ =1482 $$, which reveals the relaxation process and the temporal evolution of the drag coefficient, it goes through a valley and maintains at relatively high value for the fixed cylinder, while that of the free cylinder tends to decrease in fluctuation which is found to be caused by the interaction between the forward moving cylinder and vortexes in the unsteady wake.

摘要 采用边界数据浸入法模拟流体与结构之间的相互作用。由于流固界面在平滑区域被抹平,因此在流体模拟中会产生偏差。对于可压缩流,通常采用网格单元较多的高阶差分方案来实现较高的整体精度,但在界面附近,为了计算的稳定性,需要多个网格单元的较宽平滑区域,因此精度大大降低。为解决这一问题,所提出的算法在界面附近切换到低阶差分方案,并在此应用自适应网格细化来补偿精度损失。该算法采用结构化自适应网格细化应用基础架构(SAMRAI),在通道流和流过圆柱体等情况下,整体精度和效率都有显著提高。该算法用于模拟冲击波流过具有 Ma 和 Re 值的固定圆柱体或自由圆柱体的情况,结果显示了阻力系数的弛豫过程和时间演化,固定圆柱体的阻力系数经历了一个低谷,并保持在相对较高的值,而自由圆柱体的阻力系数则在波动中趋于下降,这是由向前运动的圆柱体与不稳定尾流中的涡旋之间的相互作用引起的。
{"title":"Simulation of fluid-structure interaction using the boundary data immersion method with adaptive mesh refinement","authors":"Yuan Wang,&nbsp;Wei Ge","doi":"10.1002/fld.5283","DOIUrl":"10.1002/fld.5283","url":null,"abstract":"<div>\u0000 \u0000 <p>The fluid-structure interaction is simulated using the boundary data immersion method. As the fluid-structure interface is smeared in the smoothing region, deviations are incurred in fluid simulations. For compressible flow, high order difference schemes with more mesh cells for the stencils are usually employed to achieve high overall accuracy, but near interfaces it requires wider smoothing region of several mesh cells for computational stability and hence lowers its accuracy significantly. To address this issue, the proposed algorithm switches to lower order difference schemes near the interfaces and applies adaptive mesh refining there to compensate the accuracy loss. Implemented with Structured Adaptive Mesh Refinement Application Infrastructure (SAMRAI), the algorithm shows notable improvement in the overall accuracy and efficiency in cases such as channel flow and flow past a cylinder. The algorithm is used to simulate the shock wave past a fixed or free cylinder with Ma <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mo>=</mo>\u0000 <mn>2</mn>\u0000 <mo>.</mo>\u0000 <mn>67</mn>\u0000 </mrow>\u0000 <annotation>$$ =2.67 $$</annotation>\u0000 </semantics></math> and Re <span></span><math>\u0000 <semantics>\u0000 <mrow>\u0000 <mo>=</mo>\u0000 <mn>1482</mn>\u0000 </mrow>\u0000 <annotation>$$ =1482 $$</annotation>\u0000 </semantics></math>, which reveals the relaxation process and the temporal evolution of the drag coefficient, it goes through a valley and maintains at relatively high value for the fixed cylinder, while that of the free cylinder tends to decrease in fluctuation which is found to be caused by the interaction between the forward moving cylinder and vortexes in the unsteady wake.</p>\u0000 </div>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 7","pages":"1156-1169"},"PeriodicalIF":1.8,"publicationDate":"2024-03-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140167595","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Local discontinuous Galerkin method coupled with the implicit-explicit Runge–Kutta method for the time-dependent micropolar fluid equations 局部非连续伽勒金方法与隐式显式 Runge-Kutta 方法耦合用于时变微波流体方程
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-15 DOI: 10.1002/fld.5282
Mengqi Li, Demin Liu

In this article, the spatial local discontinuous Galerkin (LDG) approximation coupled with the temporal implicit-explicit Runge–Kutta (RK) evolution for the micropolar fluid equations are adopted to construct the discretization method. To avoid the incompressibility constraint, the artificial compressibility strategy method is used to convert the micropolar fluid equations into the Cauchy–Kovalevskaja type equations. Then the LDG method based on the modal expansion and the implicit-explicit RK method are properly combined to construct the expected third-order method. Theoretically, the unconditionally stable of the fully discrete method are derived in multidimensions for triangular meshs. And the numerical experiments are given to verify the theoretical and effectiveness of the presented methods.

本文采用空间局部不连续 Galerkin(LDG)近似与时间隐式-显式 Runge-Kutta (RK)演化相结合的方法来构建微波流体方程的离散化方法。为避免不可压缩性约束,采用人工可压缩性策略方法将微波流体方程转换为 Cauchy-Kovalevskaja 型方程。然后将基于模态展开的 LDG 方法和隐式-显式 RK 方法适当结合,构建出预期的三阶方法。从理论上推导了全离散方法在多维三角网格下的无条件稳定性。并给出了数值实验来验证所提出方法的理论性和有效性。
{"title":"Local discontinuous Galerkin method coupled with the implicit-explicit Runge–Kutta method for the time-dependent micropolar fluid equations","authors":"Mengqi Li,&nbsp;Demin Liu","doi":"10.1002/fld.5282","DOIUrl":"10.1002/fld.5282","url":null,"abstract":"<p>In this article, the spatial local discontinuous Galerkin (LDG) approximation coupled with the temporal implicit-explicit Runge–Kutta (RK) evolution for the micropolar fluid equations are adopted to construct the discretization method. To avoid the incompressibility constraint, the artificial compressibility strategy method is used to convert the micropolar fluid equations into the Cauchy–Kovalevskaja type equations. Then the LDG method based on the modal expansion and the implicit-explicit RK method are properly combined to construct the expected third-order method. Theoretically, the unconditionally stable of the fully discrete method are derived in multidimensions for triangular meshs. And the numerical experiments are given to verify the theoretical and effectiveness of the presented methods.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 7","pages":"1137-1155"},"PeriodicalIF":1.8,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140149688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A centered limited finite volume approximation of the momentum convection operator for low-order nonconforming face-centered discretizations 用于低阶不符合面心离散的动量对流算子的中心限定有限体积近似值
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-11 DOI: 10.1002/fld.5276
A. Brunel, R. Herbin, J.-C. Latché
<p>We propose in this article a discretization of the momentum convection operator for fluid flow simulations on quadrangular or generalized hexahedral meshes. The space discretization is performed by the low-order nonconforming Rannacher–Turek finite element: the scalar unknowns are associated with the cells of the mesh while the velocities unknowns are associated with the edges or faces. The momentum convection operator is of finite volume type, and its expression is derived, as in MUSCL schemes, by a two-step technique: <span></span><math> <semantics> <mrow> <mo>(</mo> <mi>i</mi> <mo>)</mo> </mrow> <annotation>$$ (i) $$</annotation> </semantics></math> computation of a tentative flux, here, with a centered approximation of the velocity, and <span></span><math> <semantics> <mrow> <mo>(</mo> <mi>i</mi> <mi>i</mi> <mo>)</mo> </mrow> <annotation>$$ (ii) $$</annotation> </semantics></math> limitation of this flux using monotonicity arguments. The limitation procedure is of algebraic type, in the sense that its does not invoke any slope reconstruction, and is independent from the geometry of the cells. The derived discrete convection operator applies both to constant or variable density flows and may thus be implemented in a scheme for incompressible or compressible flows. To achieve this goal, we derive a discrete analogue of the computation <span></span><math> <semantics> <mrow> <msub> <mrow> <mi>u</mi> </mrow> <mrow> <mi>i</mi> </mrow> </msub> <mspace></mspace> <mo>(</mo> <msub> <mrow> <mi>∂</mi> </mrow> <mrow> <mi>t</mi> </mrow> </msub> <mo>(</mo> <mi>ρ</mi> <msub> <mrow> <mi>u</mi> </mrow> <mrow> <mi>i</mi> </mrow> </msub> <mo>)</mo> <mo>+</mo> <mtext>div</mtext> <mo>(</mo> <mi>ρ</mi> <msub> <mrow> <mi>u</mi> </mrow> <mrow>
我们在本文中提出了一种动量对流算子的离散化方法,用于在四面体或广义六面体网格上进行流体流动模拟。空间离散化由低阶非服从 Rannacher-Turek 有限元完成:标量未知量与网格单元相关联,而速度未知量与边或面相关联。动量对流算子属于有限体积类型,其表达式与 MUSCL 方案一样,通过以下两步技术得出:(i)$$ (i) $$ 计算暂定通量(此处为速度的中心近似值);(ii)$$ (ii) $$ 使用单调性论据限制该通量。限制过程属于代数类型,即不需要任何斜率重构,并且与单元的几何形状无关。推导出的离散对流算子既适用于恒定密度流,也适用于可变密度流,因此可以在不可压缩流或可压缩流方案中实施。为了实现这一目标,我们推导了计算的离散模拟ui(∂t(ρui)+div(ρuiu)=12∂t(ρui2)+12div(ρui2u)$$ {u}_ikern0.3em Big({partial}_tleft(rho {u}_iright)+operatorname{div}left(rho {u}_iboldsymbol{u}right)=frac{1}{2}{partial}_tleft(rho{u}_i^2right)+frac{1}{2}operatorname{div}left(rho {u}_i^2boldsymbol{u}right) $$ (其中 u$$ boldsymbol{u} $$ 是速度、ui$$ {u}_i $$ 其分量之一,ρ$$ rho $$ 密度,并假设质量平衡成立),并讨论这一结果的两个应用:首先,我们获得了不可压缩流和各向同性可压缩流的半隐式时间方案的稳定性结果;其次,我们建立了一个一致的半隐式时间方案,该方案基于内部能量平衡而非总能量的离散化。通过对不可压缩 Navier-Stokes 方程、各向气压和完全可压缩 Navier-Stokes 方程以及可压缩欧拉方程进行数值测试,评估了所提出的离散对流算子的性能。
{"title":"A centered limited finite volume approximation of the momentum convection operator for low-order nonconforming face-centered discretizations","authors":"A. Brunel,&nbsp;R. Herbin,&nbsp;J.-C. Latché","doi":"10.1002/fld.5276","DOIUrl":"10.1002/fld.5276","url":null,"abstract":"&lt;p&gt;We propose in this article a discretization of the momentum convection operator for fluid flow simulations on quadrangular or generalized hexahedral meshes. The space discretization is performed by the low-order nonconforming Rannacher–Turek finite element: the scalar unknowns are associated with the cells of the mesh while the velocities unknowns are associated with the edges or faces. The momentum convection operator is of finite volume type, and its expression is derived, as in MUSCL schemes, by a two-step technique: &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;(&lt;/mo&gt;\u0000 &lt;mi&gt;i&lt;/mi&gt;\u0000 &lt;mo&gt;)&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ (i) $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; computation of a tentative flux, here, with a centered approximation of the velocity, and &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mo&gt;(&lt;/mo&gt;\u0000 &lt;mi&gt;i&lt;/mi&gt;\u0000 &lt;mi&gt;i&lt;/mi&gt;\u0000 &lt;mo&gt;)&lt;/mo&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;annotation&gt;$$ (ii) $$&lt;/annotation&gt;\u0000 &lt;/semantics&gt;&lt;/math&gt; limitation of this flux using monotonicity arguments. The limitation procedure is of algebraic type, in the sense that its does not invoke any slope reconstruction, and is independent from the geometry of the cells. The derived discrete convection operator applies both to constant or variable density flows and may thus be implemented in a scheme for incompressible or compressible flows. To achieve this goal, we derive a discrete analogue of the computation &lt;span&gt;&lt;/span&gt;&lt;math&gt;\u0000 &lt;semantics&gt;\u0000 &lt;mrow&gt;\u0000 &lt;msub&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;u&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;i&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/msub&gt;\u0000 &lt;mspace&gt;&lt;/mspace&gt;\u0000 &lt;mo&gt;(&lt;/mo&gt;\u0000 &lt;msub&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;∂&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;t&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/msub&gt;\u0000 &lt;mo&gt;(&lt;/mo&gt;\u0000 &lt;mi&gt;ρ&lt;/mi&gt;\u0000 &lt;msub&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;u&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;i&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;/msub&gt;\u0000 &lt;mo&gt;)&lt;/mo&gt;\u0000 &lt;mo&gt;+&lt;/mo&gt;\u0000 &lt;mtext&gt;div&lt;/mtext&gt;\u0000 &lt;mo&gt;(&lt;/mo&gt;\u0000 &lt;mi&gt;ρ&lt;/mi&gt;\u0000 &lt;msub&gt;\u0000 &lt;mrow&gt;\u0000 &lt;mi&gt;u&lt;/mi&gt;\u0000 &lt;/mrow&gt;\u0000 &lt;mrow&gt;\u0000 ","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"1104-1135"},"PeriodicalIF":1.8,"publicationDate":"2024-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fld.5276","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140124315","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Approximate inner solvers for block preconditioning of the incompressible Navier–Stokes problems discretized by isogeometric analysis 用等距分析法对不可压缩纳维-斯托克斯问题进行分块预处理的近似内求解器
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-07 DOI: 10.1002/fld.5280
Jiří Egermaier, Hana Horníková

We deal with efficient numerical solution of the steady incompressible Navier–Stokes equations (NSE) using our in-house solver based on the isogeometric analysis (IgA) approach. We are interested in the solution of the arising saddle-point linear systems using preconditioned Krylov subspace methods. Based on our comparison of ideal versions of several state-of-the-art block preconditioners for linear systems arising from the IgA discretization of the incompressible NSE, suitable candidates have been selected. In the present paper, we focus on selecting efficient approximate solvers for solving subsystems within these preconditioning methods. We investigate the impact on the convergence of the outer solver and aim to identify an effective combination. For this purpose, we compare convergence properties of the selected solution approaches for problems with different viscosity values, mesh refinement levels and discretization bases.

我们使用基于等几何分析(IgA)方法的内部求解器处理稳定不可压缩纳维-斯托克斯方程(NSE)的高效数值求解。我们感兴趣的是使用预处理克雷洛夫子空间方法求解所产生的鞍点线性系统。根据我们对不可压缩 NSE 的 IgA 离散化产生的线性系统的几个最先进的块预处理理想版本的比较,我们选择了合适的候选方案。在本文中,我们将重点选择高效的近似求解器,用于求解这些预处理方法中的子系统。我们研究了外求解器收敛性的影响,旨在找出一个有效的组合。为此,我们比较了所选求解方法对不同粘度值、网格细化程度和离散化基础的问题的收敛特性。
{"title":"Approximate inner solvers for block preconditioning of the incompressible Navier–Stokes problems discretized by isogeometric analysis","authors":"Jiří Egermaier,&nbsp;Hana Horníková","doi":"10.1002/fld.5280","DOIUrl":"10.1002/fld.5280","url":null,"abstract":"<p>We deal with efficient numerical solution of the steady incompressible Navier–Stokes equations (NSE) using our in-house solver based on the isogeometric analysis (IgA) approach. We are interested in the solution of the arising saddle-point linear systems using preconditioned Krylov subspace methods. Based on our comparison of ideal versions of several state-of-the-art block preconditioners for linear systems arising from the IgA discretization of the incompressible NSE, suitable candidates have been selected. In the present paper, we focus on selecting efficient approximate solvers for solving subsystems within these preconditioning methods. We investigate the impact on the convergence of the outer solver and aim to identify an effective combination. For this purpose, we compare convergence properties of the selected solution approaches for problems with different viscosity values, mesh refinement levels and discretization bases.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"1078-1103"},"PeriodicalIF":1.8,"publicationDate":"2024-03-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fld.5280","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140072877","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Enforcing accurate volume conservation in VOF-based long-term simulations of turbulent bubble-laden flows on coarse grids 在粗网格上基于 VOF 的含气泡湍流长期模拟中强制执行精确的体积守恒
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-05 DOI: 10.1002/fld.5279
Elias Trautner, Josef Hasslberger, Paolo Cifani, Markus Klein

This study proposes two different strategies to enforce accurate volume conservation in volume-of-fluid (VOF)-based simulations of turbulent bubble-laden flows on coarse grids. It is demonstrated that, without a correction, minimal volume errors on a time-step level, caused by the under-resolution of the interface, can accumulate to significant deviations from the intended flow conditions despite the comparably good volume conservation properties of the geometric VOF method. In particular, large volume errors are observed for challenging setups combining coarse grid resolutions and comparably high Reynolds and Eötvös numbers. The problem is reinforced for long-term simulations in periodic domains, which are often performed to collect flow statistics of bubbly flows. The first proposed volume conservation method simply corrects the volume error of a bubble by uniformly adding or removing the respective amount of gas volume in the interface cells. The second proposed method performs an additional reconstruction and advection step of the VOF field using a non-divergence-free velocity field, which can be interpreted as a slight dilatation or contraction of the bubble. A comparison between the global flow statistics as well as the individual bubble dynamics for both volume conservation methods reveals that the results are quasi-identical for a number of challenging test cases, while the gas volume is accurately conserved. The proposed methods allow to perform numerical simulations of freely deformable bubbles in turbulent flows for setups that have previously been out of reach for this numerical framework.

本研究提出了两种不同的策略,用于在基于流体体积(VOF)的粗网格湍流气泡流模拟中执行精确的体积守恒。结果表明,尽管几何 VOF 方法具有相当好的体积守恒特性,但如果不进行修正,由于界面分辨率不足而导致的时间步级上的最小体积误差会累积成与预期流动条件的显著偏差。特别是在结合粗网格分辨率和相当高的雷诺数和埃特沃斯数的挑战性设置中,可以观察到较大的体积误差。这一问题在周期性区域的长期模拟中更为突出,而这种模拟通常是为了收集气泡流的流动统计数据。第一种建议的体积守恒方法只是通过在界面单元中均匀添加或移除相应数量的气体体积来修正气泡的体积误差。第二种拟议方法使用无发散速度场对 VOF 场执行额外的重建和平流步骤,这可以理解为气泡的轻微扩张或收缩。对两种体积守恒方法的全局流动统计和单个气泡动力学进行比较后发现,在一些具有挑战性的测试案例中,结果基本相同,同时气体体积得到了精确守恒。所提出的方法可以对湍流中的可自由变形气泡进行数值模拟,而以前的数值框架是无法实现这种模拟的。
{"title":"Enforcing accurate volume conservation in VOF-based long-term simulations of turbulent bubble-laden flows on coarse grids","authors":"Elias Trautner,&nbsp;Josef Hasslberger,&nbsp;Paolo Cifani,&nbsp;Markus Klein","doi":"10.1002/fld.5279","DOIUrl":"10.1002/fld.5279","url":null,"abstract":"<p>This study proposes two different strategies to enforce accurate volume conservation in volume-of-fluid (VOF)-based simulations of turbulent bubble-laden flows on coarse grids. It is demonstrated that, without a correction, minimal volume errors on a time-step level, caused by the under-resolution of the interface, can accumulate to significant deviations from the intended flow conditions despite the comparably good volume conservation properties of the geometric VOF method. In particular, large volume errors are observed for challenging setups combining coarse grid resolutions and comparably high Reynolds and Eötvös numbers. The problem is reinforced for long-term simulations in periodic domains, which are often performed to collect flow statistics of bubbly flows. The first proposed volume conservation method simply corrects the volume error of a bubble by uniformly adding or removing the respective amount of gas volume in the interface cells. The second proposed method performs an additional reconstruction and advection step of the VOF field using a non-divergence-free velocity field, which can be interpreted as a slight dilatation or contraction of the bubble. A comparison between the global flow statistics as well as the individual bubble dynamics for both volume conservation methods reveals that the results are quasi-identical for a number of challenging test cases, while the gas volume is accurately conserved. The proposed methods allow to perform numerical simulations of freely deformable bubbles in turbulent flows for setups that have previously been out of reach for this numerical framework.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"1057-1077"},"PeriodicalIF":1.8,"publicationDate":"2024-03-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fld.5279","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140046847","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
High-resolution mapping type WENO-Z schemes for solving compressible flow 用于求解可压缩流动的高分辨率映射型 WENO-Z 方案
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-03-04 DOI: 10.1002/fld.5275
Shujiang Tang, Mingjun Li

This paper presents a new WENO-Z scheme (WENO-MZ) that incorporates a mapping function to enhance the weights of the less smooth sub-stencils. The mapping function uses an innovative approach to modify the weight ratio of the less smooth sub-stencil to the smooth stencil. In addition, we present the WENO-MD scheme, which is a further development of the WENO-MZ scheme that incorporates a modifier function. The WENO-MD scheme shows improvements over the WENO-MZ scheme by achieving an improved optimal order at critical points in higher orders and by increasing the proportion of less smooth sub-stencils. Theoretical and numerical experiments have shown that the newly developed methods have improved shock capture capabilities and resolution compared to WENO-JS, WENO-Z, WENO-M, WENO-D, and WENO-AIM, and also lead to significant computational time savings compared to WENO-M and WENO-AIM.

摘要 本文提出了一种新的 WENO-Z 方案(WENO-MZ),该方案采用了一种映射函数来增强不平滑子模板的权重。该映射函数采用一种创新方法来修改较不平滑子钢网与平滑钢网的权重比。此外,我们还提出了 WENO-MD 方案,它是 WENO-MZ 方案的进一步发展,其中包含了一个修改函数。与 WENO-MZ 方案相比,WENO-MD 方案在高阶临界点的最佳阶数方面有所改进,并增加了较不平滑子钢网的比例。理论和数值实验表明,与 WENO-JS、WENO-Z、WENO-M、WENO-D 和 WENO-AIM 相比,新开发的方法具有更强的冲击捕捉能力和分辨率,与 WENO-M 和 WENO-AIM 相比,还显著节省了计算时间。
{"title":"High-resolution mapping type WENO-Z schemes for solving compressible flow","authors":"Shujiang Tang,&nbsp;Mingjun Li","doi":"10.1002/fld.5275","DOIUrl":"10.1002/fld.5275","url":null,"abstract":"<div>\u0000 \u0000 <p>This paper presents a new WENO-Z scheme (WENO-MZ) that incorporates a mapping function to enhance the weights of the less smooth sub-stencils. The mapping function uses an innovative approach to modify the weight ratio of the less smooth sub-stencil to the smooth stencil. In addition, we present the WENO-MD scheme, which is a further development of the WENO-MZ scheme that incorporates a modifier function. The WENO-MD scheme shows improvements over the WENO-MZ scheme by achieving an improved optimal order at critical points in higher orders and by increasing the proportion of less smooth sub-stencils. Theoretical and numerical experiments have shown that the newly developed methods have improved shock capture capabilities and resolution compared to WENO-JS, WENO-Z, WENO-M, WENO-D, and WENO-AIM, and also lead to significant computational time savings compared to WENO-M and WENO-AIM.</p>\u0000 </div>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"1031-1056"},"PeriodicalIF":1.8,"publicationDate":"2024-03-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140036968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Conservative solution transfer between anisotropic meshes for time-accurate hybridized discontinuous Galerkin methods 时间精确混合非连续伽勒金方法各向异性网格间的保守解转移
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-29 DOI: 10.1002/fld.5278
Tomáš Levý, Georg May

We present a hybridized discontinuous Galerkin (HDG) solver for general time-dependent balance laws. In particular, we focus on a coupling of the solution process for unsteady problems with our anisotropic mesh refinement framework. The goal is to properly resolve all relevant unsteady features with the smallest possible number of mesh elements, and hence to reduce the computational cost of numerical simulations while maintaining its accuracy. A crucial step is then to transfer the numerical solution between two meshes, as the anisotropic mesh adaptation is producing highly skewed, non-nested sequences of triangular grids. For this purpose, we adopt the Galerkin projection for the HDG solution transfer as it preserves the conservation of physically relevant quantities and does not compromise the accuracy of high-order method. We present numerical experiments verifying these properties of the anisotropically adaptive HDG method.

我们提出了一种混合非连续伽勒金(HDG)求解器,可用于一般时变平衡定律。我们特别关注非稳态问题的求解过程与各向异性网格细化框架之间的耦合。我们的目标是用尽可能少的网格元素妥善解决所有相关的非稳态特征,从而在保持精度的同时降低数值模拟的计算成本。由于各向异性网格调整会产生高度倾斜、非嵌套的三角形网格序列,因此关键的一步是在两个网格之间转换数值解。为此,我们采用伽勒金投影法进行 HDG 解法转移,因为它既能保持物理相关量的守恒性,又不会影响高阶方法的精度。我们通过数值实验验证了各向异性自适应 HDG 方法的这些特性。
{"title":"Conservative solution transfer between anisotropic meshes for time-accurate hybridized discontinuous Galerkin methods","authors":"Tomáš Levý,&nbsp;Georg May","doi":"10.1002/fld.5278","DOIUrl":"10.1002/fld.5278","url":null,"abstract":"<p>We present a hybridized discontinuous Galerkin (HDG) solver for general time-dependent balance laws. In particular, we focus on a coupling of the solution process for unsteady problems with our anisotropic mesh refinement framework. The goal is to properly resolve all relevant unsteady features with the smallest possible number of mesh elements, and hence to reduce the computational cost of numerical simulations while maintaining its accuracy. A crucial step is then to transfer the numerical solution between two meshes, as the anisotropic mesh adaptation is producing highly skewed, non-nested sequences of triangular grids. For this purpose, we adopt the Galerkin projection for the HDG solution transfer as it preserves the conservation of physically relevant quantities and does not compromise the accuracy of high-order method. We present numerical experiments verifying these properties of the anisotropically adaptive HDG method.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"1011-1030"},"PeriodicalIF":1.8,"publicationDate":"2024-02-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fld.5278","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140007751","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Predicting aerosol transmission in airplanes: Benefits of a joint approach using experiments and simulation 预测气溶胶在飞机上的传播:采用实验和模拟联合方法的益处
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-26 DOI: 10.1002/fld.5277
Christian Leithäuser, Victor Norrefeldt, Elisa Thiel, Michael Buschhaus, Jörg Kuhnert, Pratik Suchde

We investigate the transmission of aerosol particles in an airplane cabin with a joint approach using experiments and simulation. Experiments were conducted in a realistic aircraft cabin with heated dummies acting as passengers. A Sheffield head with an aerosol generator was used to emulate an infected passenger and particle numbers were measured at different locations throughout the cabin to quantify the exposure of other passengers. The same setting was simulated with a computational fluid dynamics model consisting of a Lagrange continuous phase for capturing the air flow, coupled with a Lagrange suspended discrete phase to represent the aerosols. Virtual measurements were derived from the simulation and compared with the experiments. Our main results are: the experimental setup provides good measurements well suited for model validation, the simulation does correctly reproduce the fundamental mechanisms of aerosol dispersion and simulations can help to improve the understanding of aerosol transmission for example by visualizing particle distributions. Furthermore, with findings from the simulation it was possible to crucially improve the experimental setup, proving that feedback between the numerical and the hardware world is indeed beneficial.

我们采用实验和模拟相结合的方法研究了气溶胶粒子在飞机机舱内的传播情况。实验是在一个逼真的机舱内进行的,乘客是加热的假人。使用带有气溶胶发生器的谢菲尔德头模拟受感染的乘客,并在机舱内不同位置测量粒子数量,以量化其他乘客的接触情况。使用计算流体动力学模型模拟了相同的环境,该模型由用于捕捉气流的拉格朗日连续相和用于表示气溶胶的拉格朗日悬浮离散相组成。通过模拟得出虚拟测量结果,并与实验进行比较。我们的主要结果是:实验装置提供了良好的测量结果,非常适合模型验证;模拟确实正确地再现了气溶胶扩散的基本机制;模拟有助于提高对气溶胶传播的理解,例如通过可视化粒子分布。此外,利用模拟结果还可以对实验装置进行重大改进,这证明了数值世界和硬件世界之间的反馈确实是有益的。
{"title":"Predicting aerosol transmission in airplanes: Benefits of a joint approach using experiments and simulation","authors":"Christian Leithäuser,&nbsp;Victor Norrefeldt,&nbsp;Elisa Thiel,&nbsp;Michael Buschhaus,&nbsp;Jörg Kuhnert,&nbsp;Pratik Suchde","doi":"10.1002/fld.5277","DOIUrl":"10.1002/fld.5277","url":null,"abstract":"<p>We investigate the transmission of aerosol particles in an airplane cabin with a joint approach using experiments and simulation. Experiments were conducted in a realistic aircraft cabin with heated dummies acting as passengers. A Sheffield head with an aerosol generator was used to emulate an infected passenger and particle numbers were measured at different locations throughout the cabin to quantify the exposure of other passengers. The same setting was simulated with a computational fluid dynamics model consisting of a Lagrange continuous phase for capturing the air flow, coupled with a Lagrange suspended discrete phase to represent the aerosols. Virtual measurements were derived from the simulation and compared with the experiments. Our main results are: the experimental setup provides good measurements well suited for model validation, the simulation does correctly reproduce the fundamental mechanisms of aerosol dispersion and simulations can help to improve the understanding of aerosol transmission for example by visualizing particle distributions. Furthermore, with findings from the simulation it was possible to crucially improve the experimental setup, proving that feedback between the numerical and the hardware world is indeed beneficial.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"991-1010"},"PeriodicalIF":1.8,"publicationDate":"2024-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/fld.5277","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139981645","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Hybrid large eddy simulation and Lagrangian simulation of a compressible turbulent planar jet with a chemical reaction 对发生化学反应的可压缩湍流平面射流进行大涡模拟和拉格朗日混合模拟
IF 1.8 4区 工程技术 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-02-25 DOI: 10.1002/fld.5273
Jiabao Xing, Tomoaki Watanabe, Koji Nagata

Large eddy simulation (LES) coupled with Lagrangian particle simulation (LPS) is applied to investigate high-speed turbulent reacting flows. Here, LES solves a velocity field while LPS solves scalar transport equations with notional particles. Although LPS does not require sub-grid scale models for chemical source terms, molecular diffusion has to be modeled by a so-called mixing model, for which a mixing volume model (MVM), that is originally proposed for an inert scalar in incompressible flow, is extended to reactive scalars in compressible flows. The extended model is based on a relaxation process toward the average of nearby notional particles and assumes a common mixing timescale for all species. LES/LPS with the MVM is applied to a temporally-evolving compressible turbulent planar jet with an isothermal reaction and is tested by comparing the results with direct numerical simulation (DNS). The results show that LES/LPS well predicts the statistics of mass fractions. As the jet Mach number increases, the reaction progress delays due to the delayed jet development. This Mach number dependence is also well reproduced in LES/LPS. The mean molecular diffusion term of the product calculated as a function of its mass fraction also agrees well between LES/LPS and DNS. An important parameter for the MVM is the distance among particles, for which the requirement for accurate prediction is presented for the present test case. LES/LPS with the MVM is expected to be a promising method for investigating compressible turbulent reactive flows at a moderate computational cost.

大涡模拟(LES)与拉格朗日粒子模拟(LPS)相结合,用于研究高速湍流反应流。在这里,LES 解决的是速度场,而 LPS 解决的是带有名义粒子的标量输运方程。虽然 LPS 不需要化学源项的子网格尺度模型,但分子扩散必须通过所谓的混合模型来模拟,为此,最初针对不可压缩流中的惰性标量提出的混合体积模型(MVM)被扩展到可压缩流中的反应标量。扩展模型基于向附近名义粒子平均值的弛豫过程,并假定所有物种具有共同的混合时间尺度。采用 MVM 的 LES/LPS 被应用于具有等温反应的时变可压缩湍流平面射流,并通过将结果与直接数值模拟(DNS)进行比较进行了测试。结果表明,LES/LPS 可以很好地预测质量分数的统计量。随着射流马赫数的增加,由于射流发展的延迟,反应进程也随之延迟。LES/LPS 也很好地再现了这种马赫数相关性。作为其质量分数函数计算的产物平均分子扩散项在 LES/LPS 和 DNS 中也很吻合。MVM 的一个重要参数是粒子间的距离,在本测试案例中提出了精确预测的要求。采用 MVM 的 LES/LPS 预计将成为一种以中等计算成本研究可压缩湍流反应流的有前途的方法。
{"title":"Hybrid large eddy simulation and Lagrangian simulation of a compressible turbulent planar jet with a chemical reaction","authors":"Jiabao Xing,&nbsp;Tomoaki Watanabe,&nbsp;Koji Nagata","doi":"10.1002/fld.5273","DOIUrl":"10.1002/fld.5273","url":null,"abstract":"<p>Large eddy simulation (LES) coupled with Lagrangian particle simulation (LPS) is applied to investigate high-speed turbulent reacting flows. Here, LES solves a velocity field while LPS solves scalar transport equations with notional particles. Although LPS does not require sub-grid scale models for chemical source terms, molecular diffusion has to be modeled by a so-called mixing model, for which a mixing volume model (MVM), that is originally proposed for an inert scalar in incompressible flow, is extended to reactive scalars in compressible flows. The extended model is based on a relaxation process toward the average of nearby notional particles and assumes a common mixing timescale for all species. LES/LPS with the MVM is applied to a temporally-evolving compressible turbulent planar jet with an isothermal reaction and is tested by comparing the results with direct numerical simulation (DNS). The results show that LES/LPS well predicts the statistics of mass fractions. As the jet Mach number increases, the reaction progress delays due to the delayed jet development. This Mach number dependence is also well reproduced in LES/LPS. The mean molecular diffusion term of the product calculated as a function of its mass fraction also agrees well between LES/LPS and DNS. An important parameter for the MVM is the distance among particles, for which the requirement for accurate prediction is presented for the present test case. LES/LPS with the MVM is expected to be a promising method for investigating compressible turbulent reactive flows at a moderate computational cost.</p>","PeriodicalId":50348,"journal":{"name":"International Journal for Numerical Methods in Fluids","volume":"96 6","pages":"962-990"},"PeriodicalIF":1.8,"publicationDate":"2024-02-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139969631","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
International Journal for Numerical Methods in Fluids
全部 Acc. Chem. Res. ACS Applied Bio Materials ACS Appl. Electron. Mater. ACS Appl. Energy Mater. ACS Appl. Mater. Interfaces ACS Appl. Nano Mater. ACS Appl. Polym. Mater. ACS BIOMATER-SCI ENG ACS Catal. ACS Cent. Sci. ACS Chem. Biol. ACS Chemical Health & Safety ACS Chem. Neurosci. ACS Comb. Sci. ACS Earth Space Chem. ACS Energy Lett. ACS Infect. Dis. ACS Macro Lett. ACS Mater. Lett. ACS Med. Chem. Lett. ACS Nano ACS Omega ACS Photonics ACS Sens. ACS Sustainable Chem. Eng. ACS Synth. Biol. Anal. Chem. BIOCHEMISTRY-US Bioconjugate Chem. BIOMACROMOLECULES Chem. Res. Toxicol. Chem. Rev. Chem. Mater. CRYST GROWTH DES ENERG FUEL Environ. Sci. Technol. Environ. Sci. Technol. Lett. Eur. J. Inorg. Chem. IND ENG CHEM RES Inorg. Chem. J. Agric. Food. Chem. J. Chem. Eng. Data J. Chem. Educ. J. Chem. Inf. Model. J. Chem. Theory Comput. J. Med. Chem. J. Nat. Prod. J PROTEOME RES J. Am. Chem. Soc. LANGMUIR MACROMOLECULES Mol. Pharmaceutics Nano Lett. Org. Lett. ORG PROCESS RES DEV ORGANOMETALLICS J. Org. Chem. J. Phys. Chem. J. Phys. Chem. A J. Phys. Chem. B J. Phys. Chem. C J. Phys. Chem. Lett. Analyst Anal. Methods Biomater. Sci. Catal. Sci. Technol. Chem. Commun. Chem. Soc. Rev. CHEM EDUC RES PRACT CRYSTENGCOMM Dalton Trans. Energy Environ. Sci. ENVIRON SCI-NANO ENVIRON SCI-PROC IMP ENVIRON SCI-WAT RES Faraday Discuss. Food Funct. Green Chem. Inorg. Chem. Front. Integr. Biol. J. Anal. At. Spectrom. J. Mater. Chem. A J. Mater. Chem. B J. Mater. Chem. C Lab Chip Mater. Chem. Front. Mater. Horiz. MEDCHEMCOMM Metallomics Mol. Biosyst. Mol. Syst. Des. Eng. Nanoscale Nanoscale Horiz. Nat. Prod. Rep. New J. Chem. Org. Biomol. Chem. Org. Chem. Front. PHOTOCH PHOTOBIO SCI PCCP Polym. Chem.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1