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Author: Georg Hager
Publisher: CRC Press
ISBN: 1439811938
Category : Computers
Languages : en
Pages : 350
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Book Description
Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the author
Author: Georg Hager
Publisher: CRC Press
ISBN: 1439811938
Category : Computers
Languages : en
Pages : 350
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Book Description
Written by high performance computing (HPC) experts, Introduction to High Performance Computing for Scientists and Engineers provides a solid introduction to current mainstream computer architecture, dominant parallel programming models, and useful optimization strategies for scientific HPC. From working in a scientific computing center, the author
Author: Wolfgang E. Nagel
Publisher: Springer Nature
ISBN: 3030806022
Category : Computers
Languages : en
Pages : 577
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Book Description
This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2020. The reports cover all fields of computational science and engineering ranging from CFD to computational physics and from chemistry to computer science with a special emphasis on industrially relevant applications. Presenting findings of one of Europe’s leading systems, this volume covers a wide variety of applications that deliver a high level of sustained performance. The book covers the main methods in high-performance computing. Its outstanding results in achieving the best performance for production codes are of particular interest for both scientists and engineers. The book comes with a wealth of color illustrations and tables of results.
Author: Willi Jäger
Publisher: Springer Science & Business Media
ISBN: 9783540426752
Category : Computers
Languages : en
Pages : 564
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Book Description
Physics.- Simulation of Dislocations in Icosahedral Quasicrystals with IMD.- Buoyancy Driven Convection in Rotating Spherical Shells and Its Dynamo Action.- Finite-Difference Simulations of Seismic Wavefields in Isotropic and Anisotropic Earth Models.- Collisional Dynamics of Black Holes, Star Clusters and Galactic Nuclei.- The Computation of Highly Excited Hyperbolic 3D-Eigenmodes and Their Application to Quantum Chaos and Cosmology.- Propagation of Herbig-Haro Jets Through Inhomogeneous Molecular Clouds.- Phase Transitions and Quantum Effects in Systems with Reduced Geometry.- Probing Hot Quantum Chromodynamics with a Complex Chemical Potential.- Solid State Physics.- Destruction of Superfluid and Long Range Order by Impurities in Two Dimensional Systems.- Density-Matrix Algorithm for Phonon Hilbert Space Reduction in the Numerical Diagonalization of Quantum Many-Body Systems.- Single Hole Dynamics in Correlated Insulators.- Impurities in a Hubbard-chain.- Band to Mott Insulator Transition in the Ionic Hubbard Model.- GaAs and InAs (001) Surface Structures from Large-scale Real-space Multigrid Calculations.- The Role of the Geometric Structure for Electronic Excitations of Molecules and Surfaces.- Structural and Vibronic Properties of the Dihydride-terminated Si(001) Surface.- Interplay of Phase Fluctuations and Electronic Excitations in High-Temperature Superconductors-A Monte Carlo Simulation.- Chemistry.- Improper, Blue-shifting Hydrogen Bond Between Fluorobenzene and CHX3 (X=F, C1).- Hydrophobic Solvation in Liquid Water Via Car-Parrinello Molecular Dynamics: Progress and First Results.- Ab initio Molecular Dynamics Simulation of Hydrogen Fluoride at Several Thermodynamic States.- Quantum Chemical Calculations of Transition Metal Complexes.- Computer Simulation of Protein Unfolding.- Computational Fluid Dynamics.- DNS of Active Control of Disturbances in a Blasius Boundary Layer.- Statistical Analysis of a Turbulent Adverse Pressure Gradient Boundary Layer.- Simulation of Bidisperse Bubbly Gas-Liquid Flows by a Parallel Finite-Difference/Front-Tracking Method.- Vortex Shedding in the Turbulent Wake of a Sphere at Subcritical Reynolds Number.- Assumed PDF Modeling with Detailed Chemistry.- A 3D Hydrodynamic Simulation for the Cygnus A Jet as a Prototype for High Redshift Radio Galaxies.- Parallel Computation of the Time Dependent Velocity Evolution for Strongly Deformed Droplets.- Simulation of Two-Phase Flow in Pipes.- Computational Study of the Flow in an Axial Turbine with Emphasis on the Interaction of Labyrinth Seal Leakage Flow and Main Flow.- Numerical Simulation of Rotating Stall in an Axial Compressor.- Euler and Navier-Stokes Solutions for Flapping Wing Propulsion.- Hindcasting the Uptake of Anthropogenic Trace Gases with an Eddy-Permitting Model of the Atlantic Ocean.- Flow with Chemical Reactions.- Implementation of Complex Chemical Reaction Mechanisms Into a 3D Furnace Simulation Code.- Direct Numerical Simulation of Turbulent Flame Kernels Using HPC.- Direct Numerical Simulations of Spark Ignition of H2/Air-Mixture in a Turbulent Flow.- Detailed Simulation of Transport Processes in Reacting Multi-Species Flows Through Complex Geometries by Means of Lattice Boltzmann Methods.- Structural Mechanics.- Numerical Modelling of Geotechnical Boundary Value Problems.- Wave Propagation in Heterogeneous Media. Part 1: Effective Velocities in Fractured Media.- Wave Propagation in Heterogeneous Media. Part 2: Attenuation of Seismic Waves Due to Scattering.- Computer Science.- Fast Parallel Particle Simulations on Distributed Memory Architectures.- High-accuracy Simulation of Density Driven Flow in Porous Media.- ParWave: Parallel Wavelet Video Coding.- Compiler-Generated Vector-based Prefetching on Architectures with Distributed Memory
Author: Wolfgang E. Nagel
Publisher: Springer
ISBN: 3319108107
Category : Computers
Languages : en
Pages : 682
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Book Description
This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS). The reports cover all fields of computational science and engineering ranging from CFD to computational physics and from chemistry to computer science with a special emphasis on industrially relevant applications. Presenting findings of one of Europe’s leading systems, this volume covers a wide variety of applications that deliver a high level of sustained performance. The book covers the main methods in high-performance computing. Its outstanding results in achieving the best performance for production codes are of particular interest for both scientists and engineers. The book comes with a wealth of color illustrations and tables of results.
Author: Wolfgang E. Nagel
Publisher: Springer
ISBN: 3030133257
Category : Computers
Languages : en
Pages : 502
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Book Description
This book presents the state-of-the-art in supercomputer simulation. It includes the latest findings from leading researchers using systems from the High Performance Computing Center Stuttgart (HLRS) in 2018. The reports cover all fields of computational science and engineering ranging from CFD to computational physics and from chemistry to computer science with a special emphasis on industrially relevant applications. Presenting findings of one of Europe’s leading systems, this volume covers a wide variety of applications that deliver a high level of sustained performance. The book covers the main methods in high-performance computing. Its outstanding results in achieving the best performance for production codes are of particular interest for both scientists and engineers. The book comes with a wealth of color illustrations and tables of results.
Author: Victor Eijkhout
Publisher: Lulu.com
ISBN: 1257992546
Category : Computers
Languages : en
Pages : 536
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Book Description
This is a textbook that teaches the bridging topics between numerical analysis, parallel computing, code performance, large scale applications.
Author: Thomas Sterling
Publisher: Morgan Kaufmann
ISBN: 032390212X
Category : Computers
Languages : en
Pages : 537
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Book Description
Performance Computing: Modern Systems and Practices is a fully comprehensive and easily accessible treatment of high performance computing, covering fundamental concepts and essential knowledge while also providing key skills training. With this book, students will begin their careers with an understanding of possible directions for future research and development in HPC, domain scientists will learn how to use supercomputers as a key tool in their quest for new knowledge, and practicing engineers will discover how supercomputers can employ HPC systems and methods to the design and simulation of innovative products. This new edition has been fully updated, and has been reorganized and restructured to improve accessibility for undergraduate students while also adding trending content such as machine learning and a new chapter on CUDA. - Covers enabling technologies, system architectures and operating systems, parallel programming languages and algorithms, scientific visualization, correctness and performance debugging tools and methods, GPU accelerators, and big data problems - Provides numerous examples that explore the basics of supercomputing while also providing practical training in the real use of high-end computers - Helps users with informative and practical examples that build knowledge and skills through incremental steps - Features sidebars of background and context to present a live history and culture of this unique field
Author: Lloyd Dudley Fosdick
Publisher: MIT Press
ISBN: 9780262061810
Category : Computers
Languages : en
Pages : 838
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Book Description
Designed for undergraduates, An Introduction to High-Performance Scientific Computing assumes a basic knowledge of numerical computation and proficiency in Fortran or C programming and can be used in any science, computer science, applied mathematics, or engineering department or by practicing scientists and engineers, especially those associated with one of the national laboratories or supercomputer centers. This text evolved from a new curriculum in scientific computing that was developed to teach undergraduate science and engineering majors how to use high-performance computing systems (supercomputers) in scientific and engineering applications. Designed for undergraduates, An Introduction to High-Performance Scientific Computing assumes a basic knowledge of numerical computation and proficiency in Fortran or C programming and can be used in any science, computer science, applied mathematics, or engineering department or by practicing scientists and engineers, especially those associated with one of the national laboratories or supercomputer centers. The authors begin with a survey of scientific computing and then provide a review of background (numerical analysis, IEEE arithmetic, Unix, Fortran) and tools (elements of MATLAB, IDL, AVS). Next, full coverage is given to scientific visualization and to the architectures (scientific workstations and vector and parallel supercomputers) and performance evaluation needed to solve large-scale problems. The concluding section on applications includes three problems (molecular dynamics, advection, and computerized tomography) that illustrate the challenge of solving problems on a variety of computer architectures as well as the suitability of a particular architecture to solving a particular problem. Finally, since this can only be a hands-on course with extensive programming and experimentation with a variety of architectures and programming paradigms, the authors have provided a laboratory manual and supporting software via anonymous ftp. Scientific and Engineering Computation series
Author: John Levesque
Publisher: CRC Press
ISBN: 1420077066
Category : Computers
Languages : en
Pages : 244
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Book Description
High Performance Computing: Programming and Applications presents techniques that address new performance issues in the programming of high performance computing (HPC) applications. Omitting tedious details, the book discusses hardware architecture concepts and programming techniques that are the most pertinent to application developers for achievi
Author: Dhabaleswar K. Panda
Publisher: MIT Press
ISBN: 0262369427
Category : Computers
Languages : en
Pages : 275
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Book Description
An in-depth overview of an emerging field that brings together high-performance computing, big data processing, and deep lLearning. Over the last decade, the exponential explosion of data known as big data has changed the way we understand and harness the power of data. The emerging field of high-performance big data computing, which brings together high-performance computing (HPC), big data processing, and deep learning, aims to meet the challenges posed by large-scale data processing. This book offers an in-depth overview of high-performance big data computing and the associated technical issues, approaches, and solutions. The book covers basic concepts and necessary background knowledge, including data processing frameworks, storage systems, and hardware capabilities; offers a detailed discussion of technical issues in accelerating big data computing in terms of computation, communication, memory and storage, codesign, workload characterization and benchmarking, and system deployment and management; and surveys benchmarks and workloads for evaluating big data middleware systems. It presents a detailed discussion of big data computing systems and applications with high-performance networking, computing, and storage technologies, including state-of-the-art designs for data processing and storage systems. Finally, the book considers some advanced research topics in high-performance big data computing, including designing high-performance deep learning over big data (DLoBD) stacks and HPC cloud technologies.
