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DHONE: Density-based higher-order network embedding DHONE:基于密度的高阶网络嵌入
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-04-08 DOI: 10.1142/s012918312450133x
Wei Guan, Qing Guan, Yueran Duan

Studies have indicated that focusing solely on pairwise interactions between two nodes disregards the associativity among multi-nodes in the network’s local structure. This associativity can be seen as dependencies among nodes, where certain edges’ presence depends on the path leading to it. Examinations on diverse datasets have approved that the variable order of chained dependencies allows for the preservation of structure information, which enables the reconstruction of the original network into a Higher-Order Network (HON) with improved quality of network representation. This paper proposes a Density-based Higher-Order Network Embedding (DHONE) algorithm, which integrates the concept of higher-order density into the network-embedding process in order to classify the contribution of different orders of dependencies. Through the construction of a novel and effective higher-order adjacency matrix, DHONE steadily improves the accuracy of network representation learning. Experimental results demonstrate DHONEs proficiency in improving embedding accuracy and overall algorithm robustness. Furthermore, grounded in the concept of higher-order density proposed herein, numerous dependencies have been discerned within the network generated from trajectories, potentially indicating the role of multi-node structures in networks.

研究表明,只关注两个节点之间成对的相互作用会忽略网络局部结构中多个节点之间的关联性。这种关联性可视为节点之间的依赖关系,其中某些边的存在取决于通往该边的路径。对不同数据集的研究表明,链式依赖关系的可变顺序可以保留结构信息,从而将原始网络重构为高阶网络(HON),提高网络表示的质量。本文提出了一种基于密度的高阶网络嵌入(DHONE)算法,该算法将高阶密度的概念融入网络嵌入过程,以对不同阶依赖关系的贡献进行分类。通过构建新颖有效的高阶邻接矩阵,DHONE 稳步提高了网络表征学习的准确性。实验结果表明,DHONE 在提高嵌入精度和整体算法鲁棒性方面表现出色。此外,基于本文提出的高阶密度概念,在由轨迹生成的网络中发现了许多依赖关系,这可能表明了多节点结构在网络中的作用。
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引用次数: 0
The computational orthogonal shifted Legendre–Galerkin approach for handling fractional delay differential problems via adapting fractional M-derivative 通过调整分数 M 衍射处理分数延迟微分问题的计算正交移位 Legendre-Galerkin 方法
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-04-08 DOI: 10.1142/s0129183124501328
Hind Sweis, Omar Abu Arqub

This paper presents a numerical procedure for handling delay fractional differential problems where the derivative is defined using the M-fractional approach. The proposed scheme modus operandi is based on the shifted Legendre–Galerkin procedure, which is a powerful tool for solving complex differential models of generalized fractional derivatives. The method involves constructing a series of Legendre polynomials that form the basis functions for approximating the solution of the required problem. The coefficients of the series are obtained after solving an algebraic system of linear types that results from the application of the Galerkin practice. The numerical accuracy and convergence assessment are also presented together with various results. Simulations-based analyses are realized to validate the truthfulness and exactness of the process. The results manifest that the M-derivatives and the Galerkin practice provide alternative innovative approaches for handling M-delay fractional problems. Several keynotes and future recommendations are exhibited at the last with some selected references.

本文介绍了一种处理延迟分式微分问题的数值程序,该程序采用 M 分式方法定义导数。所提出的方案工作方式基于移位 Legendre-Galerkin 程序,该程序是解决广义分数导数复杂微分模型的有力工具。该方法包括构建一系列 Legendre 多项式,这些多项式构成了近似所需问题解的基函数。在求解由 Galerkin 方法产生的线性代数系统后,可获得数列的系数。数值精度和收敛性评估也与各种结果一起呈现。为验证过程的真实性和精确性,还进行了基于模拟的分析。结果表明,M 衍射和 Galerkin 实践为处理 M 延迟分数问题提供了替代性创新方法。最后还展示了一些关键问题和未来建议,并选取了一些参考文献。
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引用次数: 0
Aerodynamic performance of semi-wing with multiple winglets operating at low- and medium-range Reynolds numbers 在中低雷诺数下运行的带多个小翼的半机翼的空气动力性能
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-04-08 DOI: 10.1142/s0129183124501341
P. Sethunathan, K. K. Ramasamy, A. P. Sivasubramaniyam, R. Kannan

Birds have traits that can induce better aerodynamic efficiency along with high manoeuvring capability during its flight, which could be shared with unmanned aerial vehicles for improving their aerodynamic performances. One such feature of the wing tip, i.e. the primary feathers of the birds could be an effective geometrical feature to reduce the wing tip vortices. This paper presents the bio-inspired wing tip devices, i.e. three-and four-tipped multiple winglets in reducing the strength of vortices emanating from the wing tip of the wing operating in the Reynolds number (Re) of 0.9794×105 and 0.9794×106. Different combinations of both three- and four-tipped multiple winglets have been designed by varying the cant angle of each tip. Numerical simulations were carried out using Ansys-Fluent by solving three-dimensional Reynolds averaged Navier–Stokes formulations coupled with k-ϵ turbulence model to resolve the features of tip vortices. The simulation clearly indicates that there is a strong correlation between the size of the vortices and the aerodynamic performance parameters such as CL/CD, (CL)max, CL0.5/CD, CL1.5/CD. The three- and four-tipped multiple winglets are effective in reducing vortex drag by disintegrating large strength vortex which occurs in the tip of s

鸟类在飞行过程中具有更好的空气动力效率和更强的机动能力,无人驾驶航空飞行器可以利用这些特点来改善其空气动力性能。翼尖的一个特征,即鸟类的主要羽毛,可以成为减少翼尖涡流的有效几何特征。本文介绍了受生物启发的翼尖装置,即三尖和四尖多翼小翼,用于降低在雷诺数(Re)为 0.9794×105 和 0.9794×106 条件下工作的飞机翼尖产生的涡流强度。通过改变每个翼尖的倾斜角,设计了不同的三翼尖和四翼尖多重小翼组合。使用 Ansys-Fluent 进行了数值模拟,通过求解三维雷诺平均纳维-斯托克斯公式和 k-ϵ 湍流模型来解析翼尖涡流的特征。模拟结果清楚地表明,涡流的大小与 CL/CD、(CL)max、CL0.5/CD、CL1.5/CD 等气动性能参数之间存在很强的相关性。三尖和四尖多翼小翼通过将直翼翼尖出现的大强度涡流分解成少量小强度涡流,从而有效降低了涡流阻力。与直翼相比,在 Re 值为 0.9794×105 的情况下,翼尖角组合为 50、30、10 的三尖多翼小翼的气动效率提高了 22% 至 23%,翼尖角组合为 60、50、40、30 的四尖多翼小翼的气动效率提高了 21% 至 22%。四尖多翼小翼的纵向静态稳定性也比三尖多翼小翼和直翼小翼有显著改善。
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引用次数: 0
Numerical investigation of heat transfer in wire and tube-based phase change material heat exchanger 线管式相变材料热交换器传热的数值研究
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-23 DOI: 10.1142/s0129183124501274
Devendra Dandotiya, Nitin. D. Banker, Anil Jaiswal, Naveen G. Patil

The utilization of latent heat storage units with their high energy density and isothermal heat transfer behavior can enhance the performance of thermal energy systems. This study aims to investigate the effect of fin placement on the melting time of a wire and tube-based Phase Change Material (PCM) heat exchanger using numerical simulations. The study introduces a new complex geometry for the heat exchanger, and numerical analysis of heat transfer was conducted in Ansys Fluent software using an established solidification and melting model. The numerical results were validated against experimental data, and it was found that the position of the tubes and fins had a significant impact on heat transfer within the PCM. The model was able to predict temperature data with a maximum discrepancy of 3%.

潜热储存装置具有能量密度高和等温传热的特点,利用潜热储存装置可以提高热能系统的性能。本研究旨在通过数值模拟,研究翅片位置对线管式相变材料(PCM)热交换器熔化时间的影响。研究为热交换器引入了一种新的复杂几何形状,并在 Ansys Fluent 软件中使用已建立的凝固和熔化模型对传热进行了数值分析。数值结果与实验数据进行了验证,发现管和鳍片的位置对 PCM 内部的热传递有重大影响。该模型能够预测温度数据,最大偏差为 3%。
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引用次数: 0
Heuristic optimal transport in branching networks 分支网络中的启发式优化传输
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-12 DOI: 10.1142/s0129183124501201
M. Andrecut

Optimal transport aims to learn a mapping of sources to targets by minimizing the cost, which is typically defined as a function of distance. The solution to this problem consists of straight line segments optimally connecting sources to targets, and it does not exhibit branching. These optimal solutions are in stark contrast with both natural, and man-made transportation networks, where branching structures are prevalent. Here, we discuss a fast heuristic branching method for optimal transport in networks. We also provide several numerical applications to synthetic examples, a simplified cardiovascular network, and the “Santa Claus” distribution network which includes 141182 cities around the world, with known location and population.

最佳传输的目的是通过最小化成本(通常定义为距离的函数)来学习源到目标的映射。这一问题的解决方案由直线段组成,以最佳方式连接信号源和目标,而且不会出现分支。这些最优解与自然和人造交通网络形成了鲜明对比,在自然和人造交通网络中,分支结构非常普遍。在这里,我们讨论了一种用于优化网络运输的快速启发式分支方法。我们还提供了几个合成实例的数值应用、一个简化的心血管网络和 "圣诞老人 "配送网络(包括全球 141182 个已知位置和人口的城市)。
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引用次数: 0
Parameter Estimation for Fractional-order Nonlinear Systems Based on Improved Sparrow Search Algorithm 基于改进的麻雀搜索算法的分数阶非线性系统参数估计
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-01 DOI: 10.1142/s0129183124501316
Yongqiang Zhou, Renhuan Yang, Yibin Chen, Qidong Huang, Chao Shen, Xiuzeng Yang, Ling Zhang, Mengyu Wei
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引用次数: 0
Prediction of Industrial Electricity Consumption Based on Grey Cluster Weighted Markov Model 基于灰色簇加权马尔可夫模型的工业用电量预测
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-01 DOI: 10.1142/s0129183124501304
Huimin Chen, Xiaoyan Sun, Liqin Fu, Bokui Chen
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引用次数: 0
Entrainment and Mixing of Unsteady Gravity Currents in Compound Channels 复合水道中的非稳态重力流的夹带与混合
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-01 DOI: 10.1142/s0129183124501298
Elnaz Vahed, M. Khosravi, M. Javan
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引用次数: 0
Impacts of Molecular characteristics on induced Knudsen force in the micro gas sensor 分子特性对微型气体传感器中的诱导努森力的影响
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-03-01 DOI: 10.1142/s0129183124501286
Iman Shiryanpoor, P. Valipour, M. Barzegar Gerdroodbary, M. Shahbazi, A. Abazari
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引用次数: 0
Quantum wave representation of dissipative fluids 耗散流体的量子波表征
IF 1.9 4区 物理与天体物理 Q2 Mathematics Pub Date : 2024-02-09 DOI: 10.1142/s0129183124501006
Luca Salasnich, Sauro Succi, Adriano Tiribocchi

We present a mapping between a Schrödinger equation with a shifted nonlinear potential and the Navier–Stokes equation. Following a generalization of the Madelung transformations, we show that the inclusion of the Bohm quantum potential plus the laplacian of the phase field in the nonlinear term leads to continuity and momentum equations for a dissipative incompressible Navier–Stokes fluid. An alternative solution, built using a complex quantum diffusion, is also discussed. The present models may capture dissipative effects in quantum fluids, such as Bose–Einstein condensates, as well as facilitate the formulation of quantum algorithms for classical dissipative fluids.

我们提出了具有移动非线性势的薛定谔方程与纳维-斯托克斯方程之间的映射。根据马德隆变换的一般化,我们证明了在非线性项中加入玻姆量子势和相场的拉普拉斯,可以得到耗散不可压缩纳维-斯托克斯流体的连续性方程和动量方程。此外,还讨论了利用复杂量子扩散建立的另一种解决方案。目前的模型可以捕捉量子流体(如玻色-爱因斯坦凝聚体)中的耗散效应,并促进经典耗散流体量子算法的制定。
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引用次数: 0
期刊
International Journal of Modern Physics C
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