Analytical and Technical Analysis of the Computing Concepts and Applications with Emphasis in Predictive Analytics, Lattice Quantum Chromo Dynamics, and Computational Cosmology

K. N. Chopra
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Abstract

The studies related to the Concepts of Advanced Computing have been reviewed and discussed. The applications of Advanced computing in Particle Physics, Networking and Data Handling have been discussed. The facilities required for advanced computing are briefly described. Special emphasis has been placed on the role of Advanced Computing on Science and Engineering. Simulation for Optimization in Predictive Analytics, and also for maximizing the output and profit of the commerce and industry have also been briefly discussed. Design Considerations for Lattice Quantum Chromo Dynamics (QCD) have been discussed, and presented in this paper. The treatment has been based on expressing the strong interaction between quarks mediated by gluons, and considering the space-time lattice to be distributed across all of the nodes. The Lattice QCD (- D meson semileptonic decay amplitudes), as reported in the literature, has been technically discussed. Comparison between Quantum Electrodynamics (QED) and QCD has been briefly brought out. A brief description of the Simulation of large scale structures, cosmic web of dark matter filaments and halos, has also been given. The paper is expected to be useful to the new entrants in the field and also the senior Technology in the scientific fields. In particle physics the semileptonic decay of a hadron is a decay caused by the weak force in which one lepton (and the corresponding neutrino) is produced in addition to one or more hadrons. An example for this can be: K 0 → e – .
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对先进计算概念的相关研究进行了回顾和讨论。讨论了先进计算在粒子物理、网络和数据处理中的应用。简要介绍了先进计算所需的设备。特别强调的是高级计算在科学和工程中的作用。预测分析中的模拟优化,以及最大化商业和工业的产出和利润也进行了简要讨论。本文讨论了点阵量子色动力学(QCD)的设计考虑。该处理基于表达由胶子介导的夸克之间的强相互作用,并考虑时空晶格分布在所有节点上。本文对已有文献报道的晶格QCD (- D介子半光子衰减振幅)进行了技术讨论。对量子电动力学和量子电动力学进行了比较。对大尺度结构——暗物质细丝和晕的宇宙网的模拟也作了简要的描述。本文希望对该领域的新进入者和科学领域的高级技术人员有所帮助。在粒子物理学中,强子的半光子衰变是由弱作用力引起的一种衰变,在弱作用力中,除了一个或多个强子外,还产生一个轻子(和相应的中微子)。例如:K 0→e -。
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