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Self-consistent field theory for loop-containing polymers: A general algorithm for path-determination 含环聚合物的自洽场理论:路径确定的通用算法
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-02 DOI: 10.1016/j.cpc.2024.109330
Takashi Honda , Yoshinori Tomiyoshi , Toshihiro Kawakatsu

An algorithm was developed for self-consistent field theory (SCFT) simulations of loop-containing polymers (LCPs), where the total number of independent loops (fundamental cycles in the polymer structure) is characterized by the “cycle rank.” Although various multi-ring and cage-like polymers have been reported, there is no explicit SCFT scheme for LCPs with multiple loops. An LCP was cut to open its fundamental cycles to form a pseudo-tree-like polymer. Conventional SCFT calculations for pseudo-tree-like polymers require extra spatial constraints on the pseudo-free endpoints generated by opening the fundamental cycle, which increases the computational cost. A reduction in the computational cost was observed, and the algorithm was applied to microphase-separated structures of small LCPs.

为含环聚合物(LCP)的自洽场理论(SCFT)模拟开发了一种算法,其中独立环(聚合物结构中的基本循环)的总数以 "循环等级 "为特征。虽然已有各种多环和笼状聚合物的报道,但目前还没有明确的 SCFT 方案用于多环 LCP。对 LCP 进行切割,打开其基本循环,形成了一种伪树状聚合物。对伪树状聚合物的传统 SCFT 计算需要对打开基本循环产生的伪自由端点施加额外的空间约束,这增加了计算成本。我们观察到计算成本有所降低,并将该算法应用于小型 LCP 的微相分离结构。
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引用次数: 0
A well-balanced finite volume solver for the 2D shallow water magnetohydrodynamic equations with topography 具有地形的二维浅水磁流体动力学方程的均衡有限体积求解器
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-08-02 DOI: 10.1016/j.cpc.2024.109328
Abou Cissé , Imad Elmahi , Imad Kissami , Ahmed Ratnani

In this paper, a second-order finite volume Non-Homogeneous Riemann Solver is used to obtain an approximate solution for the two-dimensional shallow water magnetohydrodynamic (SWMHD) equations considering non-flat bottom topography. We investigate the stability of a perturbed steady state, as well as the stability of energy in these equations after a perturbation of a steady state using a dispersive analysis. To address the elliptic constraint hB=0, the GLM (Generalized Lagrange Multiplier) method designed specifically for finite volume schemes, is used. The proposed solver is implemented on unstructured meshes and verifies the exact conservation property. Several numerical results are presented to validate the high accuracy of our schemes, the well-balanced, and the ability to resolve smooth and discontinuous solutions. The developed finite volume Non-Homogeneous Riemann Solver and the GLM method offer a reliable approach for solving the SWMHD equations, preserving numerical and physical equilibrium, and ensuring stability in the presence of perturbations.

本文使用二阶有限体积非均质黎曼求解器求得考虑非平底地形的二维浅水磁流体动力学(SWMHD)方程的近似解。我们研究了扰动稳定状态的稳定性,并利用分散分析法研究了这些方程在扰动稳定状态后的能量稳定性。为了解决椭圆约束,我们使用了专门为有限体积方案设计的 GLM(广义拉格朗日乘法器)方法。提出的求解器在非结构网格上实现,并验证了精确守恒特性。我们给出了一些数值结果,以验证我们的方案精度高、平衡性好,以及解决平滑和不连续解的能力。所开发的有限体积非均质黎曼求解器和 GLM 方法为求解 SWMHD 方程提供了可靠的方法,保持了数值和物理平衡,并确保了在存在扰动时的稳定性。
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引用次数: 0
Melting phenomena of self-organized magnetic structures investigated by variational autoencoder 利用变异自动编码器研究自组织磁性结构的熔化现象
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-30 DOI: 10.1016/j.cpc.2024.109329
H.G. Yoon , D.B. Lee , S.M. Park , J.W. Choi , H.Y. Kwon , C. Won

The phase transition phenomenon is an important research topic in various physical studies. However, it is difficult to define the order parameters in many complex systems involving self-organized structures. We propose a method to define order parameters using a variational autoencoder network. To demonstrate these capabilities, we trained a deep learning network with a dataset composed of spin configurations in a chiral magnetic system at various temperatures. It removes thermal fluctuations from the input data and leaves the remaining structural information with a spin magnitude. We define an order parameter with magnitude of output spins and compare the results with those of conventional analysis. The comparison indicates similar results. Using the order parameter, the thermal properties of the chiral magnetic system were investigated by varying the physical parameters and data size.

相变现象是各种物理研究中的一个重要课题。然而,在许多涉及自组织结构的复杂系统中,很难定义阶次参数。我们提出了一种利用变异自动编码器网络定义阶次参数的方法。为了展示这些能力,我们用一个由不同温度下手性磁性系统中的自旋配置组成的数据集训练了一个深度学习网络。它消除了输入数据中的热波动,留下了带有自旋幅度的剩余结构信息。我们用输出自旋的大小定义了一个阶次参数,并将结果与传统分析进行了比较。比较结果表明两者类似。利用阶次参数,通过改变物理参数和数据大小,研究了手性磁性系统的热特性。
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引用次数: 0
libEMMI_MGFD: A program of marine controlled-source electromagnetic modelling and inversion using frequency-domain multigrid solver libEMMI_MGFD: 使用频域多网格求解器进行海洋可控源电磁建模和反演的程序
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-29 DOI: 10.1016/j.cpc.2024.109327
Pengliang Yang, An Ping

We develop a software package libEMMI_MGFD for 3D frequency-domain marine controlled-source electromagnetic (CSEM) modelling and inversion. It is the first open-source C program tailored for geometrical multigrid (GMG) CSEM simulation. An volumetric anisotropic averaging scheme has been employed to compute effective medium for modelling over uniform and nonuniform grid. The computing coordinate is aligned with acquisition geometry by rotation with the azimuth and dip angles, facilitating the injection of the source and the extraction of data with arbitrary orientations. Efficient nonlinear optimization is achieved using quasi-Newton scheme assisted with bisection backtracking line search. In constructing the modularized Maxwell solver and evaluating the misfit and gradient for 3D CSEM inversion, the reverse communication technique is the key to the compaction of the software while maintaining the computational performance. A number of numeric tests demonstrate the efficiency of the modelling while preserving the solution accuracy. A 3D marine CSEM inversion example has been examined for resistivity imaging.

我们开发了一个用于三维频域海洋可控源电磁(CSEM)建模和反演的软件包 libEMMI_MGFD。这是首个为几何多网格(GMG)CSEM 仿真量身定制的开源 C 程序。它采用了体积各向异性平均方案来计算有效介质,以便在均匀和非均匀网格上建模。计算坐标通过方位角和倾角的旋转与采集几何对齐,便于注入源和提取任意方向的数据。采用准牛顿方案,辅以分段回溯线搜索,实现了高效的非线性优化。在构建模块化麦克斯韦求解器和评估三维 CSEM 反演的失配和梯度时,反向通信技术是在保持计算性能的同时压缩软件的关键。大量数值测试证明了建模的效率,同时保持了求解精度。针对电阻率成像的三维海洋 CSEM 反演实例进行了研究。
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引用次数: 0
Efficient calculation of magnetocrystalline anisotropy energy using symmetry-adapted Wannier functions 利用对称适配的万尼尔函数高效计算磁晶各向异性能
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-29 DOI: 10.1016/j.cpc.2024.109325
Hiroto Saito, Takashi Koretsune

Magnetocrystalline anisotropy, a crucial factor in magnetic properties and applications like magnetoresistive random-access memory, often requires extensive k-point mesh in first-principles calculations. In this study, we develop a Wannier orbital tight-binding model incorporating crystal and spin symmetries and utilize time-reversal symmetry to divide magnetization components. This model enables efficient computation of magnetocrystalline anisotropy. Applying this method to L10 FePt and FeNi, we calculate the dependence of the anisotropic energy on k-point mesh size, chemical potential, spin-orbit interaction, and magnetization direction. The results validate the practicality of the models to the energy order of 100[μeV/f.u.] for these systems.

磁晶各向异性是磁性能和磁阻随机存取存储器等应用中的一个关键因素,在第一原理计算中通常需要大量的-点网格。在这项研究中,我们建立了一个包含晶体和自旋对称性的万尼尔轨道紧密结合模型,并利用时间反转对称性来划分磁化分量。该模型可高效计算磁晶各向异性。将此方法应用于铂铁和镍铁,我们计算了各向异性能量对-点网格大小、化学势、自旋轨道相互作用和磁化方向的依赖性。结果验证了模型在这些系统的能量阶上的实用性。
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引用次数: 0
KelbgLIP: Program implementation of the high-temperature Kelbg density matrix for path integral and molecular dynamics simulations with long-range Coulomb interaction KelbgLIP:高温 Kelbg 密度矩阵的程序实现,用于具有长程库仑相互作用的路径积分和分子动力学模拟
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-29 DOI: 10.1016/j.cpc.2024.109326
G.S. Demyanov, P.R. Levashov

In this paper, we present the KelbgLIP code to implement the previously obtained analytical density matrix that includes Coulomb long-range interactions. The method is based on the work of G. Kelbg, who derived a high temperature density matrix for the Coulomb potential. To include all long-range interactions in the density matrix, we use the Ewald technique, specifically the angular-averaged Ewald potential (AAEP). The solution of the Blöch equation within the AAEP has a direct analytic form that can be easily implemented in classical and quantum Monte Carlo or molecular dynamics codes, including exchange effects. The potential part of the density matrix remains finite at small distances, preventing the collapse of a two-component system. Using KelbgLIP, one can calculate the diagonal Kelbg-AAE pseudopotential and the pair density matrix. In the case of a hydrogen plasma, the code is able to calculate action, kinetic and potential energy in the path integral representation. We validated our approach by simulating a nondegenerate weakly coupled hydrogen plasma and obtained the thermodynamic limit in agreement with the Debye-Hückel approximation. In addition, we observe the agreement with classical simulations using the unbounded from below AAEP, which is possible in the weakly-coupled regime.

在本文中,我们介绍了实现先前获得的包含库仑长程相互作用的分析密度矩阵的代码。该方法基于 G. Kelbg 的研究成果,他推导出了库仑势的高温密度矩阵。为了在密度矩阵中包含所有长程相互作用,我们使用了埃瓦尔德技术,特别是角平均埃瓦尔德势(AAEP)。布洛赫方程在 AAEP 中的求解具有直接的解析形式,可以很容易地在经典和量子蒙特卡罗或分子动力学代码中实现,包括交换效应。密度矩阵的电势部分在小距离时保持有限,从而防止了双组分系统的坍缩。利用 ,可以计算对角 Kelbg-AAE 伪势和对密度矩阵。在氢等离子体的情况下,代码能够以路径积分的形式计算作用能、动能和势能。我们通过模拟非enerate 弱耦合氢等离子体验证了我们的方法,并获得了与 Debye-Hückel 近似一致的热力学极限。此外,我们还观察到与使用自下而上无约束 AAEP 的经典模拟结果一致,这在弱耦合体系中是可能的。
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引用次数: 0
Adaptive unified gas-kinetic scheme for diatomic gases with rotational and vibrational nonequilibrium 具有旋转和振动非平衡的双原子气体的自适应统一气体动力学方案
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-26 DOI: 10.1016/j.cpc.2024.109324
Yufeng Wei , Wenpei Long , Kun Xu

Multiscale nonequilibrium physics at large variations of local Knudsen number are encountered in applications of aerospace engineering and micro-electro-mechanical systems, such as high-speed flying vehicles and low pressure of the encapsulation. An accurate description of flow physics in all flow regimes within a single computation requires a genuinely multiscale method. The adaptive unified gas-kinetic scheme (AUGKS) is developed for such multiscale flow simulation. The AUGKS applies discretized velocity space to accurately capture the non-equilibrium physics in the multiscale UGKS, and adaptively employs continuous distribution functions following Chapman–Enskog expansion to efficiently recover near-equilibrium flow region in GKS. The UGKS and GKS are dynamically connected at the cell interface through the fluxes from the discretized and continuous gas distribution functions, which avoids any buffer zone between them. In this study, the AUGKS with rotation and vibration non-equilibrium is developed based on a multiple temperature relaxation model. The real gas effect in different flow regimes has been properly captured. To capture aerodynamic heating accurately, the heat flux modifications from the rotation and vibration modes are also included in the current scheme. Unstructured discrete particle velocity space is adopted to further improve the computational performance of the AUGKS. Numerical tests, including Sod tube, normal shock structure, high-speed flow around the two-dimensional cylinder and three-dimensional sphere and space vehicles, and an unsteady nozzle plume flow from the continuum flow to the background vacuum, have been conducted to validate the current scheme. In comparison with the original UGKS, the current scheme speeds up the computation, reduces the memory requirement, and maintains the equivalent accuracy for multiscale flow simulation, which provides an effective tool for nonequilibrium flow simulations, especially for the flows at low and medium speed.

在航空航天工程和微型机电系统(如高速飞行器和低压封装)的应用中,会遇到局部努森数变化较大的多尺度非平衡物理学问题。要在一次计算中准确描述所有流动状态下的流动物理,需要一种真正的多尺度方法。自适应统一气体动力学方案(AUGKS)就是为这种多尺度流动模拟而开发的。AUGKS 采用离散化速度空间来准确捕捉多尺度 UGKS 中的非平衡态物理,并在 Chapman-Enskog 扩展后自适应地采用连续分布函数来有效恢复 GKS 中的近平衡流动区域。通过离散和连续气体分布函数的通量,UGKS 和 GKS 在单元界面上动态连接,从而避免了它们之间的缓冲区。本研究基于多重温度弛豫模型开发了具有旋转和振动非平衡特性的 AUGKS。不同流动状态下的真实气体效应已被正确捕捉。为了准确捕捉空气动力加热,旋转和振动模式的热通量修正也被纳入了当前的方案。非结构化离散粒子速度空间的采用进一步提高了 AUGKS 的计算性能。为了验证当前方案,进行了包括 Sod 管、法向冲击结构、围绕二维圆柱体和三维球体的高速流动以及空间飞行器、从连续流到背景真空的非稳定喷嘴羽流等在内的数值试验。与原始 UGKS 相比,当前方案加快了计算速度,减少了内存需求,并保持了多尺度流动模拟的等效精度,为非平衡流动模拟,尤其是中低速流动模拟提供了有效工具。
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引用次数: 0
A second-order particle Fokker-Planck model for rarefied gas flows 稀薄气体流的二阶粒子福克-普朗克模型
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-25 DOI: 10.1016/j.cpc.2024.109323
Sanghun Kim, Woonghwi Park, Eunji Jun

The direct simulation Monte Carlo (DSMC) method has become a powerful tool for studying rarefied gas flows. However, for the DSMC method to be effective, the cell size must be smaller than the mean free path, and the time step smaller than the mean collision time. These constraints make it difficult to use the DSMC method in multiscale rarefied gas flows. Over the past decade, the particle Fokker-Planck (FP) method has been studied to address computational cost issues in the near-continuum regime. To capture the main features of the Boltzmann equation, various FP models have been proposed, such as the quadratic entropic FP (Quad-EFP) and the ellipsoidal statistical FP (ESFP). Nevertheless, few studies have clearly demonstrated that the FP method offers a computational advantage over the DSMC method without sacrificing accuracy. This is because conventional particle FP methods have employed first-order accuracy schemes. The present study proposes a unified stochastic particle ESFP (USP-ESFP) model. This model improves the accuracy of shear stress and heat flux predictions. Additionally, a spatial interpolation scheme is introduced to the particle FP method. The numerical test cases include relaxation problem, Couette flows, Poiseuille flows, velocity perturbation, and hypersonic flows around a cylinder. The results show that the USP-ESFP model agrees well with both analytical and DSMC results. Furthermore, the USP-ESFP model is found to be less sensitive to cell size and time step than the DSMC method, resulting in a factor of four speed-up for the considered hypersonic flow around a cylinder.

直接模拟蒙特卡罗(DSMC)方法已成为研究稀薄气体流动的有力工具。然而,要使 DSMC 方法有效,单元大小必须小于平均自由路径,时间步长必须小于平均碰撞时间。这些限制使得 DSMC 方法难以用于多尺度稀薄气体流动。在过去的十年中,人们一直在研究粒子福克-普朗克(FP)方法,以解决近连续状态下的计算成本问题。为了捕捉波尔兹曼方程的主要特征,人们提出了各种 FP 模型,如二次熵 FP(Quad-EFP)和椭圆统计 FP(ESFP)。然而,很少有研究清楚地证明 FP 方法比 DSMC 方法在不牺牲精度的情况下具有计算优势。这是因为传统的粒子 FP 方法采用的是一阶精度方案。本研究提出了一种统一的随机粒子 ESFP(USP-ESFP)模型。该模型提高了剪应力和热通量预测的精度。此外,粒子 FP 方法还引入了空间插值方案。数值测试案例包括弛豫问题、Couette 流、Poiseuille 流、速度扰动和绕圆柱体的高超音速流。结果表明,USP-ESFP 模型与分析结果和 DSMC 结果非常吻合。此外,与 DSMC 方法相比,USP-ESFP 模型对单元大小和时间步长的敏感性较低,因此对于所考虑的绕圆柱体的高超音速流动,速度提高了四倍。
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引用次数: 0
The final version of the 5D histogram package NORA 5D 直方图软件包 NORA 的最终版本
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-25 DOI: 10.1016/j.cpc.2024.109320
I.M. Sitnik

The presented software package is an advanced analogue of the famous HBOOK and, in part, ROOT packages.

The main features of the package are as follows.

Standard operations (accumulation, simulation, transformation) are extended up to 5D objects.

A new type of transformations of objects has been introduced, the x- transformation, which includes convolution of distributions.

Objects are accessed mainly by alphabetical name.

The formation of the object space is carried out using a data file, where the user can choose the form of setting attributes.

Automatic adjustment of object attributes is possible (only the number of channels is set).

The number of channels for each of the axes of the object is unlimited.

Operations between two objects (addition, subtraction, etc.) are possible with mismatched attributes. Only the ranks of the objects should match.

Data output is carried out in two forms, for graphics and for fit.

Group operations are provided for visualization, outputting files for graphics.

In the last version the program for x-converting 2D to 2D has been added.

A group of small programs has been added to simplify the user interface.

Improved representation of 2D objects, while removing the limit on the number of channels for all axes.

A number of bugs are fixed.

All programmes are written in FORTRAN-90.

The investigation has been performed at the Veksler and Baldin Laboratory of High Energy Physics, JINR.

本软件包是著名的 HBOOK 软件包(部分为 ROOT 软件包)的高级模拟版本。本软件包的主要特 点如下:标准操作(累积、模拟、转换)扩展至 5D 物体,引入了一种新型的对象转换方式,即 x- 转换,其中包括分布的卷积。对象空间的形成是通过数据文件进行的,用户可以选择设置属性的形式。可以自动调整对象的属性(仅设置通道数),对象各轴的通道数不受限制。数据输出有两种形式,图形输出和拟合输出。为可视化和图形输出文件提供了分组操作。所有程序都是用 FORTRAN-90 编写的。
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引用次数: 0
A novel model for direct numerical simulation of suspension dynamics with arbitrarily shaped convex particles 用于直接数值模拟任意形状凸颗粒悬浮动力学的新型模型
IF 7.2 2区 物理与天体物理 Q1 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-07-18 DOI: 10.1016/j.cpc.2024.109321
Jan E. Marquardt , Nicolas Hafen , Mathias J. Krause

This study presents an innovative direct numerical simulation approach for complex particle systems with irregular shapes and large numbers. Using partially saturated methods, it accurately models arbitrary shapes, albeit at considerable computational cost when integrating a compatible contact model. The introduction of a novel parallelization strategy significantly improves the performance of the contact model, enabling efficient four-way coupled simulations. Through hindered settling studies, the criticality of the explicit contact model for maintaining simulation accuracy is highlighted, especially at high particle volume fractions and low Archimedes numbers. The feasibility of simulating thousands of arbitrarily shaped convex particles is demonstrated with up to 1934 surface-resolved particles. The study also confirms the grid independence and linear convergence of the method. It shows for the first time that cube swarms settle 13 to 26% slower than swarms of volume-equivalent spheres across different Archimedes numbers (500 to 2000) and particle volume fractions (10 to 30%). These findings emphasize the shape dependence of particle systems and suggest avenues for exploring their nuanced dynamics.

本研究针对形状不规则、数量庞大的复杂粒子系统提出了一种创新的直接数值模拟方法。利用部分饱和方法,它可以精确地模拟任意形状的粒子,尽管在集成兼容的接触模型时需要相当大的计算成本。新颖并行化策略的引入大大提高了接触模型的性能,实现了高效的四向耦合模拟。通过受阻沉降研究,凸显了显式接触模型对于保持模拟精度的关键性,尤其是在高颗粒体积分数和低阿基米德数的情况下。通过多达 1934 个表面分辨粒子,证明了模拟数千个任意形状凸粒子的可行性。研究还证实了该方法的网格独立性和线性收敛性。研究首次表明,在不同的阿基米德数(500 到 2000)和粒子体积分数(10% 到 30%)条件下,立方体粒子群的沉降速度比体积相等的球体粒子群慢 13% 到 26%。这些发现强调了粒子系统的形状依赖性,并提出了探索其微妙动态的途径。
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引用次数: 0
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Computer Physics Communications
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