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N-body算法及其并行化 被引量:7
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作者 王小伟 郭力 杨章远 《计算机与应用化学》 CAS CSCD 北大核心 2003年第1期195-200,共6页
N-body问题涉及了科学和工程中的许多领域,它的主要特点就是O(N^2)的计算量,采用并行计算方法是解决N-body问题巨大计算量的终极选择。针对该类问题的具体特点以及不同的并行计算机体系结构,目前有多种算法有效地减少了计算量,加快了求... N-body问题涉及了科学和工程中的许多领域,它的主要特点就是O(N^2)的计算量,采用并行计算方法是解决N-body问题巨大计算量的终极选择。针对该类问题的具体特点以及不同的并行计算机体系结构,目前有多种算法有效地减少了计算量,加快了求解速度。本文介绍了N-body问题的几种常见算法和它们的并行化方法。 展开更多
关键词 n-body 算法 并行
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Development of Multilayer Models of Globular Star Clusters and Study of Their Evolution
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作者 Joseph J. Smulsky 《Journal of Modern Physics》 2024年第8期1246-1299,共54页
Usually, models of globular star clusters are created by analyzing their luminosity and other observation parameters. The goal of this work is to create stable models of globular clusters based on the laws of mechanic... Usually, models of globular star clusters are created by analyzing their luminosity and other observation parameters. The goal of this work is to create stable models of globular clusters based on the laws of mechanics. It is necessary to set the coordinates, velocities and masses of the stars so that as a result of their gravitational interaction the globular cluster is not destroyed. This is not an easy task, and it has been solved in this paper. Using an exact solution of the axisymmetric gravitational interaction of N-bodies, single-layer spherical structures were created. They are combined into multilayer models of globular clusters. An algorithm and a program for their creation is described. As a result of solving the problem of gravitational interaction of N bodies, evolution of 5-, 10-, and 15-layer structures was studied. During the inter-body interaction, there proceeds a transition from the initial specially organized structure to a structure with bodies, uniformly distributed in space. The number of inter-body collisions decreases, and the globular cluster model passes into the stable form of its existence. The collisions of bodies and the acquisition of rotational motion and thermal energy by them are considered. As a result of the passage to scaled dimensions, the results were recalculated to the conditions of globular star clusters. The periods of rotation and the temperatures of merged stars are calculated. Attention is paid to a decreased central-body mass in the analyzed models of globular star clusters. 展开更多
关键词 n-body Problem SOLUTIOn Globular Star Clusters PROPERTIES
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A Simulation of the Dependence of Tidal Interaction on Galaxy Type in Compact Groups
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作者 Mark J. Henriksen Mateo Mejia 《International Journal of Astronomy and Astrophysics》 2024年第2期85-100,共16页
We have investigated the role that different galaxy types have in galaxy-galaxy interactions in compact groups. N-body simulations of 6 galaxies consisting of a differing mixture of galaxy types were run to compare th... We have investigated the role that different galaxy types have in galaxy-galaxy interactions in compact groups. N-body simulations of 6 galaxies consisting of a differing mixture of galaxy types were run to compare the relative importance of galaxy population demographic on evolution. Three different groups with differing galaxy content were tested: all spiral, a single elliptical and 50% elliptical. Tidal interaction strength and duration were recorded to assess the importance of an interaction. A group with an equal number of spiral and elliptical galaxies has some of the longest and strongest interactions with elliptical-elliptical interactions being most significant. These elliptical-elliptical interactions are not dominated by a single large event but consist of multiple interactions. Elliptical galaxies tidally interacting with spiral galaxies, have the next strongest interaction events. For the case when a group only has a single elliptical, the largest magnitude tidal interaction is an elliptical on a spiral. Spirals interact with each other through many small interactions. For a spiral only group, the interactions are the weakest compared to the other group types. These spiral interactions are not dominated by any singular event that might be expected to lead to a merger but are more of an ongoing harassment. These results suggest that within a compact group, early type galaxies will not form via merger out of an assemblage of spiral galaxies but rather that compact groups, in effect form around an early type galaxy. 展开更多
关键词 Galaxy Groups Galaxy Clusters Galaxy Evolution n-body Simulations
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Accurate machine learning models based on small dataset of energetic materials through spatial matrix featurization methods 被引量:6
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作者 Chao Chen Danyang Liu +4 位作者 Siyan Deng Lixiang Zhong Serene Hay Yee Chan Shuzhou Li Huey Hoon Hng 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2021年第12期364-375,I0009,共13页
A large database is desired for machine learning(ML) technology to make accurate predictions of materials physicochemical properties based on their molecular structure.When a large database is not available,the develo... A large database is desired for machine learning(ML) technology to make accurate predictions of materials physicochemical properties based on their molecular structure.When a large database is not available,the development of proper featurization method based on physicochemical nature of target proprieties can improve the predictive power of ML models with a smaller database.In this work,we show that two new featurization methods,volume occupation spatial matrix and heat contribution spatial matrix,can improve the accuracy in predicting energetic materials' crystal density(ρ_(crystal)) and solid phase enthalpy of formation(H_(f,solid)) using a database containing 451 energetic molecules.Their mean absolute errors are reduced from 0.048 g/cm~3 and 24.67 kcal/mol to 0.035 g/cm~3 and 9.66 kcal/mol,respectively.By leave-one-out-cross-validation,the newly developed ML models can be used to determine the performance of most kinds of energetic materials except cubanes.Our ML models are applied to predict ρ_(crystal) and H_(f,solid) of CHON-based molecules of the 150 million sized PubChem database,and screened out 56 candidates with competitive detonation performance and reasonable chemical structures.With further improvement in future,spatial matrices have the potential of becoming multifunctional ML simulation tools that could provide even better predictions in wider fields of materials science. 展开更多
关键词 Small database machine learning Energetic materials screening Spatial matrix featurization method Crystal density Formation enthalpy n-body interactions
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A Survey on Parallel Computing and its Applications in Data-Parallel Problems Using GPU Architectures 被引量:5
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作者 Cristobal A.Navarro Nancy Hitschfeld-Kahler Luis Mateu 《Communications in Computational Physics》 SCIE 2014年第2期285-329,共45页
Parallel computing has become an important subject in the field of computer science and has proven to be critical when researching high performance solutions.The evolution of computer architectures(multi-core and many... Parallel computing has become an important subject in the field of computer science and has proven to be critical when researching high performance solutions.The evolution of computer architectures(multi-core and many-core)towards a higher number of cores can only confirm that parallelism is the method of choice for speeding up an algorithm.In the last decade,the graphics processing unit,or GPU,has gained an important place in the field of high performance computing(HPC)because of its low cost and massive parallel processing power.Super-computing has become,for the first time,available to anyone at the price of a desktop computer.In this paper,we survey the concept of parallel computing and especially GPU computing.Achieving efficient parallel algorithms for the GPU is not a trivial task,there are several technical restrictions that must be satisfied in order to achieve the expected performance.Some of these limitations are consequences of the underlying architecture of the GPU and the theoretical models behind it.Our goal is to present a set of theoretical and technical concepts that are often required to understand the GPU and its massive parallelism model.In particular,we show how this new technology can help the field of computational physics,especially when the problem is data-parallel.We present four examples of computational physics problems;n-body,collision detection,Potts model and cellular automata simulations.These examples well represent the kind of problems that are suitable for GPU computing.By understanding the GPU architecture and its massive parallelism programming model,one can overcome many of the technical limitations found along the way,design better GPU-based algorithms for computational physics problems and achieve speedups that can reach up to two orders of magnitude when compared to sequential implementations. 展开更多
关键词 GPU computing parallel computing computing models algorithms data parallel massive parallelism Potts model Ising Model collision detection n-body Cellular Automata.
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并行时空处理模型下的快速N-body算法 被引量:3
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作者 王伟 曾栩鸿 +2 位作者 王福焕 傅丽丽 曾国荪 《计算机科学与探索》 CSCD 2011年第11期1006-1013,共8页
图形处理器(graphic processing unit,GPU)的最新发展已经能够以低廉的成本提供高性能的通用计算。基于GPU的CUDA(compute unified device architecture)和OpenCL(open computing language)编程模型为程序员提供了充足的类似于C语言的... 图形处理器(graphic processing unit,GPU)的最新发展已经能够以低廉的成本提供高性能的通用计算。基于GPU的CUDA(compute unified device architecture)和OpenCL(open computing language)编程模型为程序员提供了充足的类似于C语言的应用程序接口(application programming interface,API),便于程序员发挥GPU的并行计算能力。采用图形硬件进行加速计算,通过一种新的GPU处理模型——并行时间空间模型,对现有GPU上的N-body实现进行了分析,从而提出了一种新的GPU上快速仿真N-body问题的算法,并在AMD的HD Radeon 5850上进行了实现。实验结果表明,相对于CPU上的实现,获得了400倍左右的加速;相对于已有GPU上的实现,也获得了2至5倍的加速。 展开更多
关键词 n-body 并行计算 通用图形处理器(GPGPU) 时间空间模型
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Existence and Uniqueness of Nested Regular Quadrilateral Central Configurations 被引量:2
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作者 LIUXue-fei 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2005年第1期59-64,共6页
Two cases of the nested configurations in R3 consisting of two regular quadrilaterals are discussed. One case of them do not form central configuration, the other case can be central configuration. In the second case ... Two cases of the nested configurations in R3 consisting of two regular quadrilaterals are discussed. One case of them do not form central configuration, the other case can be central configuration. In the second case the existence and uniqueness of the central configuration are studied. If the configuration is a central configuration, then all masses of outside layer are equivalent, similar to the masses of inside layer. At the same time the following relation between r(the ratio of the sizes) and mass ratio b = m/m must be satisfied in which the masses at outside layer are not less than the masses at inside layer, and the solution of this kind of central configuration is unique for the given ratio (6) of masses. 展开更多
关键词 n-body problems nested quadrilaterals central configurations existence and uniqueness
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FMM算法在Cell/B.E.处理器上实现的分析与验证 被引量:1
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作者 唐振 张倬 +1 位作者 柴亚辉 徐炜民 《计算机工程与科学》 CSCD 北大核心 2011年第8期79-83,共5页
FMM算法[1]是基于树结构的,用于解决多体问题(N-Body)的经典算法。它将N-Body问题的计算复杂度由O(N2)降为O(N),并且能达到任意精度。通用CPU在计算规模较大的N-Body问题时需要耗费大量的时间。为了加速算法的执行,本文对FMM算法在Cell/... FMM算法[1]是基于树结构的,用于解决多体问题(N-Body)的经典算法。它将N-Body问题的计算复杂度由O(N2)降为O(N),并且能达到任意精度。通用CPU在计算规模较大的N-Body问题时需要耗费大量的时间。为了加速算法的执行,本文对FMM算法在Cell/B.E.处理器上的实现进行了分析与验证。首先从功能上将FMM算法分解为八个核心过程,在此基础上根据计算特点的不同,对八个核心过程进行归类,最后选取其中有代表性的核心步骤,阐述了其在Cell/B.E.上实现的可行性问题,以及部分核心步骤的设计和实现过程。实验结果表明,选定的FMM算法核心步骤在Cell/B.E.上可以获得相对通用CPU较高的加速比。 展开更多
关键词 FMM n-body Cell/B.E. 加速 分析和验证
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Analytic calculation of formation enthalpies directly from interatomic potentials for binary and ternary refractory metal systems 被引量:1
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作者 DAI Ye, LI JiaHao, CHE XingLai & LIU BaiXin Advanced Materials Laboratory, Department of Materials Science and Engineering, Tsinghua University, Beijing 100084, China. 《Science China(Technological Sciences)》 SCIE EI CAS 2010年第7期2015-2019,共5页
An analytic method is proposed to calculate the formation enthalpy directly from empirical n-body potential and applied to the binary and ternary systems consisting of the refractory metals Mo, Nb, Ta and W. It turns ... An analytic method is proposed to calculate the formation enthalpy directly from empirical n-body potential and applied to the binary and ternary systems consisting of the refractory metals Mo, Nb, Ta and W. It turns out that the calculated enthalpies are in overall agreement with experimental observations and some other theoretical calculations. Interestingly, it shows that the formation enthalpies of the ternary systems are significantly affected by those of the constituent binary systems. 展开更多
关键词 n-body potential REFRACTORY materials TERnARY SYSTEMS THERMODYnAMIC COMPUTATIOnS
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基于FPGA的高性能计算中全局流水的研究 被引量:2
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作者 朱永华 朱聪 郑衍衡 《计算机工程与设计》 CSCD 北大核心 2011年第10期3382-3385,3390,共5页
针对FPGA的全局流水进行了研究,采用CPU+FPGA的混合架构,论证了FPGA实现全局流水的优越性:使用FPGA进行全局流水可以在CPU处理过程中减少FPGA等待时间,提高FPGA的利用率;可以减少FPGA与CPU之间的通信量以及程序在CPU端的存储开销;可以均... 针对FPGA的全局流水进行了研究,采用CPU+FPGA的混合架构,论证了FPGA实现全局流水的优越性:使用FPGA进行全局流水可以在CPU处理过程中减少FPGA等待时间,提高FPGA的利用率;可以减少FPGA与CPU之间的通信量以及程序在CPU端的存储开销;可以均衡CPU负载,使得CPU有空闲时间处理其它任务。用N-Body的FMM算法作为例子,对优越性分别作了分析,并设计了实验方案,实验结果表明了FPGA实现全局流水的优越性。 展开更多
关键词 全局流水 异构体系结构 现场可编程门阵列 多体问题 快速多极算法
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Structural analysis of rubble-pile asteroids applied to collisional evolution 被引量:2
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作者 Yang Yu Derek CRichardson Patrick Michel 《Astrodynamics》 2017年第1期57-69,共13页
Solar system small bodies come in a wide variety of shapes and sizes,which are achieved following very individual evolutional paths through billions of years.Nevertheless,some common mechanisms can still be found duri... Solar system small bodies come in a wide variety of shapes and sizes,which are achieved following very individual evolutional paths through billions of years.Nevertheless,some common mechanisms can still be found during these processes,e.g.,rubble-pile asteroids tend towards fluid equilibrium as they are reshaped by external disturbances.This paper focuses on the reshaping process of rubble-pile asteroids driven by meteorite impacts.A mesoscale cluster of solid spheres is employed as the principal model for a rubble-pile asteroid,for which little is actually known about their interior structure.We take this simple model as a rough guide to the qualitative aspects of the reshaping processes,and it can reveal,to some degree,the inner workings of rubble-pile asteroids.In our study,numerous possible equilibrium configurations are obtained via Monte Carlo simulation,and the structural stability of these configurations is determined via eigen analysis of the geometric constructions.The eigen decomposition reveals a connection between the cluster’s reactions and the types of external disturbance.Numerical simulations are performed to verify the analytical results.The gravitational N-body code pkdgrav is used to mimic the responses of the cluster under intermittent non-dispersive impacts.We statistically confirm that the stability index I S,the total gravitational potential P G,and the volume of inertia ellipsoid V E show consistent tendency of variation.A common regime is found in which the clusters tend towards crystallization under intermittent impacts,i.e.,only the configurations with high structural stability survive under the external disturbances.The results suggest the trivial non-disruptive impacts might play an important role in the rearrangement of the constituent blocks,which may strengthen these rubble piles and help to build a robust structure under impacts of similar magnitude.The final part of this study consists of systematic simulations over two parameters,the projectile momentum and the rotational sp 展开更多
关键词 asteroids interior structure geological processes n-body simulations gravitational aggregates meteorite impacts
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Double Pyramidal Central Configurations with a Concave Quadrilateral Base
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作者 刘学飞 《Journal of Chongqing University》 CAS 2002年第1期67-69,共3页
As for a double pyramidal central configuration in 6-body problems, the case when its base is a concave polygon is studied. By advancing several assumptions according to the definition of double pyramidal central conf... As for a double pyramidal central configuration in 6-body problems, the case when its base is a concave polygon is studied. By advancing several assumptions according to the definition of double pyramidal central configuration and deducing two theorems and two corollaries on this subject, the essential and sufficient conditions to form a double pyramidal central configuration with a concave quadrilateral base are demonstrated. 展开更多
关键词 n-body problems Concave quadrilateral base Central configuration.
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Existence and uniqueness for a class of double pyramidal central configurations with a concave pentagonal base
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作者 刘学飞 《Journal of Chongqing University》 CAS 2003年第1期28-30,共3页
Based on some necessary conditions for double pyramidal central configurations with a concave pentagonal base, for any given ratio of masses, the existence and uniqueness of a class of double pyramidal central configu... Based on some necessary conditions for double pyramidal central configurations with a concave pentagonal base, for any given ratio of masses, the existence and uniqueness of a class of double pyramidal central configurations with a concave pentagonal base in 7-body problems are proved and the range of the ratio between radius and half-height is obtained, within which the 7 bodies involved form a central configuration or form uniquely a central configuration. 展开更多
关键词 n-body problem existence and uniqueness concave pentagonal base double pyramidal central configuration
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P沟道VDMOS器件抗辐射加固技术研究 被引量:1
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作者 冯建 吴建 +3 位作者 吴雪 谭开洲 王斌 杨永晖 《微电子学》 CSCD 北大核心 2017年第4期581-585,共5页
针对功率器件的抗辐射加固技术,从入射粒子对半导体材料的辐射损伤机理出发,设计了一种-150 V抗辐射P沟道VDMOS器件。该器件采取的抗辐射加固措施有:在颈区的上方形成局部厚场氧化层结构;在N体区进行高剂量离子注入掺杂;在850℃低温条... 针对功率器件的抗辐射加固技术,从入射粒子对半导体材料的辐射损伤机理出发,设计了一种-150 V抗辐射P沟道VDMOS器件。该器件采取的抗辐射加固措施有:在颈区的上方形成局部厚场氧化层结构;在N体区进行高剂量离子注入掺杂;在850℃低温条件下生长栅氧化层。通过仿真分析和试验进行了验证,该器件在最劣漏偏置条件下抗总剂量达到3 k Gy,抗单粒子烧毁和单粒子栅穿的LET值为99.1 Me V·cm^2/mg。该器件适用于星用抗辐射DC-DC电源系统。 展开更多
关键词 功率器件 抗辐射加固 局部厚场氧化层 n体区 栅氧化层
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通过数值模拟技术探索暗物质晕的密度轮廓 被引量:1
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作者 王杰 《科学通报》 EI CAS CSCD 北大核心 2021年第11期1327-1335,共9页
数值模拟技术不仅帮助我们确立了以暗物质、暗能量为主导的LCDM(Λcold dark matter)标准宇宙学模型,也帮助我们对暗物质形成的结构体——暗晕的各种属性给出了精细的刻画,特别是暗物质晕的密度轮廓.本文首先回顾了这一领域自20世纪80... 数值模拟技术不仅帮助我们确立了以暗物质、暗能量为主导的LCDM(Λcold dark matter)标准宇宙学模型,也帮助我们对暗物质形成的结构体——暗晕的各种属性给出了精细的刻画,特别是暗物质晕的密度轮廓.本文首先回顾了这一领域自20世纪80年代以来的发展历史.通过数值模拟,人们发现,暗晕密度轮廓并非理论模型预测的单一幂律分布,而是从内向外,幂指数从-1左右到-3逐渐变化;而且,暗晕的内部结构由其形成历史决定.此后,人们逐步对100万太阳质量以上暗晕的内部结构有了非常精准的刻画.但由于计算资源的限制,对比这一质量小的暗晕则依然了解甚少.最近通过新开发的多重模拟技术,我们才得以对从最小的地球大小的暗晕(10-6太阳质量)到最大的星系团暗晕(1015太阳质量)的内部结构给出精确描述.本文对这一重要进展进行了详细的解读.总之,对所有质量暗晕的密度轮廓的认识将会帮助我们理解物质在宇宙中的分布、暗晕形成在星系形成过程中的作用,同时也将帮助我们去探索如何更好地通过天体物理方法来确定暗物质的本质属性,但重子物质的各种复杂物理过程对暗晕内部结构,特别是密度轮廓的影响依然还是一个开放的问题,这也将是我们下一步需要研究的主要方向. 展开更多
关键词 暗物质 暗晕 暗物质探测 宇宙学 数值模拟 n体模拟
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On the Semianalytical Two-Body Regularization in N-Body Simulations
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作者 Sergey Chernyagin Kirill Lezhnin 《Journal of Applied Mathematics and Physics》 2015年第2期124-129,共6页
A two-body regularization for N-body problem based on perturbation theory for Keplerian problem is discussed. We provide analytical estimations of accuracy and conduct N-body experiments in order to compare it with st... A two-body regularization for N-body problem based on perturbation theory for Keplerian problem is discussed. We provide analytical estimations of accuracy and conduct N-body experiments in order to compare it with state-of-the-art Hermite integrator. It is shown that this regularization keeps some features that allow overcoming KS-regularization in some particular cases. 展开更多
关键词 n-body PROBLEM nUMERICAL Simulations
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Gravitational transformation of gaseous clouds: The formation of spiral galaxies and disk planets
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作者 Andrei Pavlov 《Natural Science》 2014年第4期151-170,共20页
Gravitation is one of the central forces playing an important role in formation of natural systems like galaxies and planets. Gravitational forces between particles of a gaseous cloud transform the cloud into spherica... Gravitation is one of the central forces playing an important role in formation of natural systems like galaxies and planets. Gravitational forces between particles of a gaseous cloud transform the cloud into spherical shells and disks of higher density during gravitational contraction. The density can reach that of a solid body. The theoretical model was tested to model the formation of a spiral galaxy and Saturn. The formations of a spiral galaxy and Saturn and its disk are simulated using a novel N-body self-gravitational model. It is demonstrated that the formation of the spirals of the galaxy and disk of the planet is the result of gravitational contraction of a slowly rotated particle cloud that has a shape of slightly deformed sphere for Saturn and ellipsoid for the spiral galaxy. For Saturn, the sphere was flattened by a coefficient of 0.8 along the axis of rotation. During the gravitational contraction, the major part of the cloud transformed into a planet and a minor part transformed into a disk. The thin structured disk is a result of the electromagnetic interaction in which the magnetic forces acting on charged particles of the cloud originate from the core of the planet. 展开更多
关键词 GRAVITATIOn Planets Saturn’s Rings Computer Simulation Planet’s Interior Structure Formation of GALAXIES Spiral GALAXIES n-body Simulations
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一种基于大同步并行编程模式的N体问题的优化实现
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作者 祝永志 王喜燕 《电子技术(上海)》 2015年第2期28-32,共5页
文章基于多核机群系统对并行编程模型进行了深入研究,实现了多层次并行体系结构的Open MP/MPI混合编程模型的设计。在以SMP机群系统为背景的情况下,实现其节点间和节点内的分层,运用多层次的并行编程模型进行实验与分析。同时对多层次... 文章基于多核机群系统对并行编程模型进行了深入研究,实现了多层次并行体系结构的Open MP/MPI混合编程模型的设计。在以SMP机群系统为背景的情况下,实现其节点间和节点内的分层,运用多层次的并行编程模型进行实验与分析。同时对多层次并行编程模型的性能进行深入的研究,提出了一种大同步混合设计新思路。设计了N-Body问题的大同步优化并行算法,并在曙光TC 5000A机群上与传统的并行算法作了性能方面的比较。通过理论研究并结合大量的实验分析统计,得到了多核机群的混合并行编程模型的性能优化的诸多结论。 展开更多
关键词 n-body MPI OPEnMP 大同步算法 性能优化
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Accuracy and Computational Cost of Interpolation Schemes While Performing <i>N</i>-Body Simulations
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作者 Shafiq Ur Rehman 《American Journal of Computational Mathematics》 2014年第5期446-454,共9页
The continuous approximations play a vital role in N-body simulations. We constructed three different types, namely, one-step (cubic and quintic Hermite), two-step, and three-step Hermite interpolation schemes. The co... The continuous approximations play a vital role in N-body simulations. We constructed three different types, namely, one-step (cubic and quintic Hermite), two-step, and three-step Hermite interpolation schemes. The continuous approximations obtained by Hermite interpolation schemes and interpolants for ODEX2 and ERKN integrators are discussed in this paper. The primary focus of this paper is to measure the accuracy and computational cost of different types of interpolation schemes for a variety of gravitational problems. The gravitational problems consist of Kepler’s two-body problem and the more realistic problem involving the Sun and four gas-giants—Jupiter, Saturn, Uranus, and Neptune. The numerical experiments are performed for the different integrators together with one-step, two-step, and three-step Hermite interpolation schemes, as well as the interpolants. 展开更多
关键词 n-body Simulation InTEGRATORS InTERPOLATIOn SCHEMES
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A DWT Power Spectrum Analysis of PSCz Galaxies
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作者 Yiao-HuYang Long-LongFeng 《Chinese Journal of Astronomy and Astrophysics》 CSCD 北大核心 2001年第3期200-212,共13页
The power spectrum estimator based on the Discrete Wavelet Transfor- mation (DWT) is applied to detect the clustering power in the IRAS Point Source Catalog Redshift Survey (PSCz). Comparison with mock samples extract... The power spectrum estimator based on the Discrete Wavelet Transfor- mation (DWT) is applied to detect the clustering power in the IRAS Point Source Catalog Redshift Survey (PSCz). Comparison with mock samples extracted from N-body simulation shows that the DWT power spectrum estimator could provide a robust measurement of banded fluctuation power over a range of wavenumbers 0.1 ~ 2.0hMpc-1. We have fitted three typical CDM models (SCDM, τCDM and CDM) using the Peacock-Dodds formula including non-linear evolution and redshift distortion. We find that, our results are in good agreement with other statistical measurements of the PSCz. 展开更多
关键词 large-scale structure of Universe - Methods: n-body simulations
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