Advances In Mathematical Methods And High Performance Computing

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Advances in Mathematical Methods and High Performance Computing

Vinai K. Singh,David Gao,Andreas Fischer
Advances in Mathematical Methods and High Performance Computing Book PDF

Author : Vinai K. Singh,David Gao,Andreas Fischer
Publisher : Springer
Page : 503 pages
File Size : 47,5 Mb
Release : 2019-02-14
Category : Computers
ISBN : 9783030024871

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Advances in Mathematical Methods and High Performance Computing by Vinai K. Singh,David Gao,Andreas Fischer Pdf

This special volume of the conference will be of immense use to the researchers and academicians. In this conference, academicians, technocrats and researchers will get an opportunity to interact with eminent persons in the field of Applied Mathematics and Scientific Computing. The topics to be covered in this International Conference are comprehensive and will be adequate for developing and understanding about new developments and emerging trends in this area. High-Performance Computing (HPC) systems have gone through many changes during the past two decades in their architectural design to satisfy the increasingly large-scale scientific computing demand. Accurate, fast, and scalable performance models and simulation tools are essential for evaluating alternative architecture design decisions for the massive-scale computing systems. This conference recounts some of the influential work in modeling and simulation for HPC systems and applications, identifies some of the major challenges, and outlines future research directions which we believe are critical to the HPC modeling and simulation community.

Computational Science and High Performance Computing

Egon Krause,Yurii I. Shokin,Nina Shokina
Computational Science and High Performance Computing Book PDF

Author : Egon Krause,Yurii I. Shokin,Nina Shokina
Publisher : Springer Science & Business Media
Page : 400 pages
File Size : 50,7 Mb
Release : 2006-08-10
Category : Technology & Engineering
ISBN : 9783540323761

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Computational Science and High Performance Computing by Egon Krause,Yurii I. Shokin,Nina Shokina Pdf

ThisvolumeispublishedastheproceedingsoftheRussian-GermanAdvanced Research workshop on Computational Science and High Performance C- puting in Novosibirsk Academgorodok in September 2003. The contributions of these proceedings were provided and edited by the authors, chosen after a careful selection and reviewing. The workshop was organized by the Institute of Computational Techno- gies SB RAS (Novosibirsk, Russia) and the High Performance Computing Center Stuttgart (Stuttgart, Germany). The objective was the discussion of the latest results in computational science and to develop a close coope- tion between Russian and German specialists in the above-mentioned ?eld. The main directions of the workshop are associated with the problems of computational hydrodynamics, application of mathematical methods to the development of new generation of materials, environment protection pr- lems, development of algorithms, software and hardware support for hi- performance computation, and designing modern facilities for visualization of computational modelling results. The importance of the workshop topics was con?rmed by the partici- tion of representatives of major research organizations engaged in the so- tion of the most complex problems of mathematical modelling, development of new algorithms, programs and key elements of new information techno- gies. Among the Russian participants were researchers of the Institutes of the Siberian Branch of the Russian Academy of Sciences: Institute of Com- tational Technologies, Institute of Computational Mathematics and Mat- matical Geophysics, Institute of Computational Modelling, Russian Federal Nuclear Center, All-Russian Research Institute of Experimental Physics, - merovo State University.

Recent Trends in Mathematical Modeling and High Performance Computing

Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer
Recent Trends in Mathematical Modeling and High Performance Computing Book PDF

Author : Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer
Publisher : Springer Nature
Page : 441 pages
File Size : 55,9 Mb
Release : 2021-08-23
Category : Mathematics
ISBN : 9783030682811

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Recent Trends in Mathematical Modeling and High Performance Computing by Vinai K. Singh,Yaroslav D. Sergeyev,Andreas Fischer Pdf

This volume explores the connections between mathematical modeling, computational methods, and high performance computing, and how recent developments in these areas can help to solve complex problems in the natural sciences and engineering. The content of the book is based on talks and papers presented at the conference Modern Mathematical Methods and High Performance Computing in Science & Technology (M3HPCST), held at Inderprastha Engineering College in Ghaziabad, India in January 2020. A wide range of both theoretical and applied topics are covered in detail, including the conceptualization of infinity, efficient domain decomposition, high capacity wireless communication, infectious disease modeling, and more. These chapters are organized around the following areas: Partial and ordinary differential equations Optimization and optimal control High performance and scientific computing Stochastic models and statistics Recent Trends in Mathematical Modeling and High Performance Computing will be of interest to researchers in both mathematics and engineering, as well as to practitioners who face complex models and extensive computations.

Modern Mathematical Methods and High Performance Computing in Science and Technology

Vinai K. Singh,H.M. Srivastava,Ezio Venturino,Michael Resch,Vijay Gupta
Modern Mathematical Methods and High Performance Computing in Science and Technology Book PDF

Author : Vinai K. Singh,H.M. Srivastava,Ezio Venturino,Michael Resch,Vijay Gupta
Publisher : Springer
Page : 309 pages
File Size : 52,6 Mb
Release : 2016-08-06
Category : Mathematics
ISBN : 9789811014543

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Modern Mathematical Methods and High Performance Computing in Science and Technology by Vinai K. Singh,H.M. Srivastava,Ezio Venturino,Michael Resch,Vijay Gupta Pdf

The book discusses important results in modern mathematical models and high performance computing, such as applied operations research, simulation of operations, statistical modeling and applications, invisibility regions and regular meta-materials, unmanned vehicles, modern radar techniques/SAR imaging, satellite remote sensing, coding, and robotic systems. Furthermore, it is valuable as a reference work and as a basis for further study and research. All contributing authors are respected academicians, scientists and researchers from around the globe. All the papers were presented at the international conference on Modern Mathematical Methods and High Performance Computing in Science & Technology (M3HPCST 2015), held at Raj Kumar Goel Institute of Technology, Ghaziabad, India, from 27–29 December 2015, and peer-reviewed by international experts. The conference provided an exceptional platform for leading researchers, academicians, developers, engineers and technocrats from a broad range of disciplines to meet and discuss state-of-the-art mathematical methods and high performance computing in science & technology solutions. This has brought new prospects for collaboration across disciplines and ideas that facilitate novel breakthroughs.

Sustained Simulation Performance 2019 and 2020

Michael M. Resch,Manuela Wossough,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi
Sustained Simulation Performance 2019 and 2020 Book PDF

Author : Michael M. Resch,Manuela Wossough,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi
Publisher : Springer Nature
Page : 187 pages
File Size : 54,7 Mb
Release : 2021-03-01
Category : Computers
ISBN : 9783030680497

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Sustained Simulation Performance 2019 and 2020 by Michael M. Resch,Manuela Wossough,Wolfgang Bez,Erich Focht,Hiroaki Kobayashi Pdf

This book presents the state of the art in High Performance Computing on modern supercomputer architectures. It addresses trends in hardware and software development in general. The contributions cover a broad range of topics, from performance evaluations in context with power efficiency to Computational Fluid Dynamics and High Performance Data Analytics. In addition, they explore new topics like the use of High Performance Computers in the field of Artificial Intelligence and Machine Learning. All contributions are based on selected papers presented at the 30th Workshop on Sustained Simulation Performance (WSSP) held at the High Performance Computing Center, University of Stuttgart, Germany in October 2019 and on the papers for the planned Workshop on Sustained Simulation Performance in March 2020, which could not take place due to the Covid-19 pandemic.

Advances in High Performance Computing

Ivan Dimov,Stefka Fidanova
Advances in High Performance Computing Book PDF

Author : Ivan Dimov,Stefka Fidanova
Publisher : Springer Nature
Page : 464 pages
File Size : 40,9 Mb
Release : 2020-08-07
Category : Technology & Engineering
ISBN : 9783030553470

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Advances in High Performance Computing by Ivan Dimov,Stefka Fidanova Pdf

Every day we need to solve large problems for which supercomputers are needed. High performance computing (HPC) is a paradigm that allows to efficiently implement large-scale computational tasks on powerful supercomputers unthinkable without optimization. We try to minimize our effort and to maximize the achieved profit. Many challenging real world problems arising in engineering, economics, medicine and other areas can be formulated as large-scale computational tasks. The volume is a comprehensive collection of extended contributions from the High performance computing conference held in Borovets, Bulgaria, September 2019. This book presents recent advances in high performance computing. The topics of interest included into this volume are: HP software tools, Parallel Algorithms and Scalability, HPC in Big Data analytics, Modelling, Simulation & Optimization in a Data Rich Environment, Advanced numerical methods for HPC, Hybrid parallel or distributed algorithms. The volume is focused on important large-scale applications like Environmental and Climate Modeling, Computational Chemistry and Heuristic Algorithms.

Computational Methods in Large Scale Simulation

Khin-Yong Lam,Heow-Pueh Lee
Computational Methods in Large Scale Simulation Book PDF

Author : Khin-Yong Lam,Heow-Pueh Lee
Publisher : World Scientific
Page : 396 pages
File Size : 44,9 Mb
Release : 2005-10-26
Category : Mathematics
ISBN : 9789814480208

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Computational Methods in Large Scale Simulation by Khin-Yong Lam,Heow-Pueh Lee Pdf

This volume documents the research carried out by visiting scientists attached to the Institute for Mathematical Sciences (IMS) at the National University of Singapore and the Institute of High Performance Computing (IHPC) under the program “Advances and Mathematical Issues in Large Scale Simulation.” From 2002 to 2003, researchers from various countries gathered to initiate interesting and innovative work on various themes related to multiscale simulation and fast algorithms. Today, modeling and simulation are used extensively to solve complex problems and to reduce the use of experimentation during the design and analysis stage. It is important to know the various issues that have to be considered in the successful development of computational methodologies for such work. This volume is a compilation of the research by various visiting scientists in the area of modeling and multiscale simulation. Each article covers a major project and documents how computational methodology, mathematical modeling, high performance computing and simulation are combined in a multiscale scheme to solve a variety of complex problems. Some of these include the design, synthesis, processing, characterization and manufacture of nanomaterials and nanostructures, new algorithms for computational work, and grid computing. Through the included examples, readers can realize the vast potential of computational modeling and large scale simulation for the solution of problems in a variety of disciplines and applications. Contents:Methods of Multiscale Modeling in Mechanics (W A Curtin)Efficient and Accurate Boundary Methods for Computational Optics (C Hafner & J Smajic)Finite Element Modeling of Periodic Structures (Z Lou & J-M Jin)Factorization of Potential and Field Distributions without Utilizing the Addition Theorem (A-R Baghi-Wadji & E Li)Virtualization-Aware Application Framework for Hierarchical Multiscale Simulations on a Grid (A Nakano et al.)Molecular Dynamics Simulation and Local Quantities (T Ikeshoji)Recent Advances in Modeling and Simulation of High-Speed Interconnects (M Nakhla & R Achar)Multiscale Modeling of Degradation and Failure of Interconnect Lines Driven by Electromigration and Stress Gradients (R Atkinson & A M Cuitiño) Readership: Engineers, scientists and graduate students who need further insights into the applications and power of computational methodology for the solution of a wide array of problems. Keywords:Large Scale Simulation;High Performance Computing;Multiscale Simulation;Fast Algorithms;Computational MethodologyKey Features:Provides insight into the applications and power of computational methodology in solving a wide array of complex problems

Parallel Algorithms and Cluster Computing

Karl Heinz Hoffmann,Arnd Meyer
Parallel Algorithms and Cluster Computing Book PDF

Author : Karl Heinz Hoffmann,Arnd Meyer
Publisher : Springer Science & Business Media
Page : 365 pages
File Size : 53,7 Mb
Release : 2007-06-24
Category : Computers
ISBN : 9783540335412

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Parallel Algorithms and Cluster Computing by Karl Heinz Hoffmann,Arnd Meyer Pdf

This book presents advances in high performance computing as well as advances accomplished using high performance computing. It contains a collection of papers presenting results achieved in the collaboration of scientists from computer science, mathematics, physics, and mechanical engineering. From science problems to mathematical algorithms and on to the effective implementation of these algorithms on massively parallel and cluster computers, the book presents state-of-the-art methods and technology, and exemplary results in these fields.

Introduction to High Performance Scientific Computing

David L. Chopp
Introduction to High Performance Scientific Computing Book PDF

Author : David L. Chopp
Publisher : SIAM
Page : 468 pages
File Size : 48,8 Mb
Release : 2019-03-01
Category : Mathematics
ISBN : 9781611975642

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Introduction to High Performance Scientific Computing by David L. Chopp Pdf

Based on a course developed by the author, Introduction to High Performance Scientific Computing introduces methods for adding parallelism to numerical methods for solving differential equations. It contains exercises and programming projects that facilitate learning as well as examples and discussions based on the C programming language, with additional comments for those already familiar with C++. The text provides an overview of concepts and algorithmic techniques for modern scientific computing and is divided into six self-contained parts that can be assembled in any order to create an introductory course using available computer hardware. Part I introduces the C programming language for those not already familiar with programming in a compiled language. Part II describes parallelism on shared memory architectures using OpenMP. Part III details parallelism on computer clusters using MPI for coordinating a computation. Part IV demonstrates the use of graphical programming units (GPUs) to solve problems using the CUDA language for NVIDIA graphics cards. Part V addresses programming on GPUs for non-NVIDIA graphics cards using the OpenCL framework. Finally, Part VI contains a brief discussion of numerical methods and applications, giving the reader an opportunity to test the methods on typical computing problems.

Advanced Computational Techniques for Sustainable Computing

Megha Rathi,Adwitiya Sinha
Advanced Computational Techniques for Sustainable Computing Book PDF

Author : Megha Rathi,Adwitiya Sinha
Publisher : CRC Press
Page : 336 pages
File Size : 48,8 Mb
Release : 2022-06-08
Category : Computers
ISBN : 9781000454314

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Advanced Computational Techniques for Sustainable Computing by Megha Rathi,Adwitiya Sinha Pdf

Advanced Computational Techniques for Sustainable Computing is considered multi-disciplinary field encompassing advanced computational techniques across several domain, including, Computer Science, Statistical Computation and Electronics Engineering. The core idea of sustainable computing is to deploy algorithms, models, policies and protocols to improve energy efficiency and management of resources, enhancing ecological balance, biological sustenance and other services on societal contexts. The book offers comprehensive coverage of the most essential topics, and: Provides insight on building smart sustainable solutions Includes details of applying mining, learning, IOT and sensor-based techniques for sustainable computing Entails data extraction from various sources followed with pre-processing of data, and how to make effective use of extracted data for application-based research Involves practical usage of data analytic language, including R, Python, etc. for improving sustainable services offered by multi-disciplinary domains Encompasses comparison and analysis of recent technologies and trends Includes development of smart models for information gain and effective decision making with visualization The readers would get acquainted with the utilization of massive data sets for intelligent mining and processing. It includes the integration of data mining techniques for effective decision-making in the social, economic, and global environmental domains to achieve sustainability. The implementation of computational frameworks can be accomplished using open-source software for the building of resource-efficient models. The content of the book demonstrates the usage of data science and the internet of things for the advent of smart and realistic solutions for attaining sustainability.

High-Performance Computing in Finance

M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier
High Performance Computing in Finance Book PDF

Author : M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier
Publisher : CRC Press
Page : 637 pages
File Size : 52,8 Mb
Release : 2018-02-21
Category : Computers
ISBN : 9781482299670

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High-Performance Computing in Finance by M. A. H. Dempster,Juho Kanniainen,John Keane,Erik Vynckier Pdf

High-Performance Computing (HPC) delivers higher computational performance to solve problems in science, engineering and finance. There are various HPC resources available for different needs, ranging from cloud computing– that can be used without much expertise and expense – to more tailored hardware, such as Field-Programmable Gate Arrays (FPGAs) or D-Wave’s quantum computer systems. High-Performance Computing in Finance is the first book that provides a state-of-the-art introduction to HPC for finance, capturing both academically and practically relevant problems.

High-Performance Scientific Computing

Michael W. Berry,Kyle A. Gallivan,Efstratios Gallopoulos,Ananth Grama,Bernard Philippe,Yousef Saad,Faisal Saied
High Performance Scientific Computing Book PDF

Author : Michael W. Berry,Kyle A. Gallivan,Efstratios Gallopoulos,Ananth Grama,Bernard Philippe,Yousef Saad,Faisal Saied
Publisher : Springer Science & Business Media
Page : 350 pages
File Size : 45,5 Mb
Release : 2012-01-18
Category : Computers
ISBN : 9781447124375

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High-Performance Scientific Computing by Michael W. Berry,Kyle A. Gallivan,Efstratios Gallopoulos,Ananth Grama,Bernard Philippe,Yousef Saad,Faisal Saied Pdf

This book presents the state of the art in parallel numerical algorithms, applications, architectures, and system software. The book examines various solutions for issues of concurrency, scale, energy efficiency, and programmability, which are discussed in the context of a diverse range of applications. Features: includes contributions from an international selection of world-class authorities; examines parallel algorithm-architecture interaction through issues of computational capacity-based codesign and automatic restructuring of programs using compilation techniques; reviews emerging applications of numerical methods in information retrieval and data mining; discusses the latest issues in dense and sparse matrix computations for modern high-performance systems, multicores, manycores and GPUs, and several perspectives on the Spike family of algorithms for solving linear systems; presents outstanding challenges and developing technologies, and puts these in their historical context.

Methods in Computational Science

Johan Hoffman
Methods in Computational Science Book PDF

Author : Johan Hoffman
Publisher : SIAM
Page : 425 pages
File Size : 48,6 Mb
Release : 2021-10-19
Category : Computers
ISBN : 9781611976724

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Methods in Computational Science by Johan Hoffman Pdf

Computational methods are an integral part of most scientific disciplines, and a rudimentary understanding of their potential and limitations is essential for any scientist or engineer. This textbook introduces computational science through a set of methods and algorithms, with the aim of familiarizing the reader with the field’s theoretical foundations and providing the practical skills to use and develop computational methods. Centered around a set of fundamental algorithms presented in the form of pseudocode, this self-contained textbook extends the classical syllabus with new material, including high performance computing, adjoint methods, machine learning, randomized algorithms, and quantum computing. It presents theoretical material alongside several examples and exercises and provides Python implementations of many key algorithms. Methods in Computational Science is for advanced undergraduate and graduate-level students studying computer science and data science. It can also be used to support continuous learning for practicing mathematicians, data scientists, computer scientists, and engineers in the field of computational science. It is appropriate for courses in advanced numerical analysis, data science, numerical optimization, and approximation theory.

Advances in Computers

Marvin Zelkowitz
Advances in Computers Book PDF

Author : Marvin Zelkowitz
Publisher : Academic Press
Page : 368 pages
File Size : 41,6 Mb
Release : 2009-06-12
Category : Computers
ISBN : 9780080880303

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Advances in Computers by Marvin Zelkowitz Pdf

This is volume 72 of Advances in Computers, a series that began back in 1960 and is the oldest continuing series chronicling the ever-changing landscape of information technology. Each year three volumes are produced, which present approximately 20 chapters that describe the latest technology in the use of computers today. In this volume 72, we present the current status in the development of a new generation of high-performance computers. The computer today has become ubiquitous with millions of machines being sold (and discarded) annually. Powerful machines are produced for only a few hundred U.S. dollars, and one of the problems faced by vendors of these machines is that, due to the continuing adherence to Moore’s law, where the speed of such machines doubles about every 18 months, we typically have more than enough computer power for our needs for word processing, surfing the web, or playing video games. However, the same cannot be said for applications that require large powerful machines. Applications such as weather and climate prediction, fluid flow for designing new airplanes or automobiles, or nuclear plasma flow require as much computer power as we can provide, and even that is not enough. Today’s machines operate at the teraflop level (trillions of floating point operations per second) and this book describes research into the petaflop region (1,015 FLOPS). The six chapters provide an overview of current activities that will provide for the introduction of these machines in the years 2011 through 2015.

Advanced Computing in Industrial Mathematics

Krassimir Georgiev,Michail Todorov,Ivan Georgiev
Advanced Computing in Industrial Mathematics Book PDF

Author : Krassimir Georgiev,Michail Todorov,Ivan Georgiev
Publisher : Springer
Page : 227 pages
File Size : 55,5 Mb
Release : 2017-10-25
Category : Technology & Engineering
ISBN : 9783319655307

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Advanced Computing in Industrial Mathematics by Krassimir Georgiev,Michail Todorov,Ivan Georgiev Pdf

This book presents recent research on Advanced Computing in Industrial Mathematics, which is one of the most prominent interdisciplinary areas, bringing together mathematics, computer science, scientific computations, engineering, physics, chemistry, medicine, etc. Further, the book presents the major tools used in Industrial Mathematics, which are based on mathematical models, and the corresponding computer codes, which are used to perform virtual experiments to obtain new data or to better understand previous experimental findings. The book gathers the peer-reviewed papers presented at the 11th Annual Meeting of the Bulgarian Section of SIAM (BGSIAM), from December 20 to 22, 2016 in Sofia, Bulgaria.