Coverart for item
The Resource Software for exascale computing -- SPPEXA 2013-2015, Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel, editors, (electronic book)

Software for exascale computing -- SPPEXA 2013-2015, Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel, editors, (electronic book)

Label
Software for exascale computing -- SPPEXA 2013-2015
Title
Software for exascale computing -- SPPEXA 2013-2015
Statement of responsibility
Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel, editors
Contributor
Editor
Subject
Language
eng
Member of
Cataloging source
GW5XE
Dewey number
004.1/1
Illustrations
illustrations
Index
no index present
LC call number
QA76.88
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Bungartz, H.-J.
  • Neumann, Philipp
  • Nagel, Wolfgang E.
Series statement
Lecture notes in computational science and engineering,
Series volume
113
http://library.link/vocab/subjectName
  • High performance computing
  • Supercomputers
Label
Software for exascale computing -- SPPEXA 2013-2015, Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel, editors, (electronic book)
Instantiates
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Preface; Contents; Part I EXA-DUNE: Flexible PDE Solvers, Numerical Methods, and Applications; Hardware-Based Efficiency Advances in the Exa-Dune Project; 1 The Exa-Dune Project; 2 Hybrid Parallelism in DUNE; 2.1 UMA Concept; 3 Assembly; 3.1 Thread Parallel Assembly; 3.2 Higher Order DG Methods; 3.3 Low Order Lagrange Methods; 4 Linear Algebra; 4.1 Efficient Matrix Format for Higher Order DG; 4.2 GPU Accelerated Preconditioners and Strong Smoothers; 5 Outlook; References; Advances Concerning Multiscale Methods and Uncertainty Quantification in Exa-Dune; 1 Introduction
  • 2 Numerical Multiscale Methods: A Case of Generality2.1 The Multiscale Finite Element Method for Multiscale Elliptic Equations; 2.2 Implementation and Parallelization; 2.3 Hybrid MPI/SMP Implementation; 3 The Multi-level Monte-Carlo Method; 3.1 Principle; 3.2 Implementation; 4 Numerical Experiments; 5 Conclusion; References; Part II ExaStencils: Advanced Stencil-Code Engineering; Systems of Partial Differential Equations in ExaSlang; 1 Introduction; 2 Multigrid Methods; 3 The ExaStencils Approach; 4 The ExaStencils DSL ExaSlang; 4.1 Multi-layered Approach; 4.2 Overview of ExaSlang 4
  • 4.2.1 Stencils4.2.2 Fields and Layouts; 4.2.3 Data Types, Variables, and Values; 4.2.4 Control Flow; 4.2.5 Level Specifications; 5 Code Generation; 6 Data Types for Systems of Partial Differential Equations; 6.1 Motivation; 6.2 The ExaSlang Data Types; 7 Modifications to the Code Generator; 8 Example Application; 8.1 Theoretical Background; 8.2 Mapping to ExaSlang 4; 8.3 Results; 9 Related Work; 10 Future Work; 11 Conclusions; References; Performance Prediction of Multigrid-Solver Configurations; 1 Introduction; 2 Configurable Multigrid Solvers and the ExaStencils Code Generator
  • 3 Performance Prediction3.1 Sampling; 3.1.1 Binary Sampling Heuristics; 3.1.2 Experimental Designs; 3.2 Performance-Influence Models; 3.3 Integration of Domain Knowledge; 3.3.1 Shrinking the Configuration Space; 3.3.2 Domain Knowledge on Interactions; 3.3.3 Independent Sampling Strategies and Independent Models; 3.3.4 Integration of Analytical Models; 3.3.5 Models for Disjoint Parts of a System; 4 Evaluation; 4.1 Leveraging Domain Knowledge; 4.1.1 Experimental Setup; 4.1.2 Results and Discussion; 4.2 Code Generator; 4.2.1 Experimental Setup; 4.2.2 Results and Discussion
  • 4.3 Threats to Validity5 Related Work; 6 Conclusion and Future Work; References; Part III EXASTEEL: Bridging Scales for Multiphase Steels; One-Way and Fully-Coupled FE2 Methods for Heterogeneous Elasticity and Plasticity Problems: Parallel Scalability and an Application to Thermo-Elastoplasticity of Dual-Phase Steels; 1 Introduction; 2 Thermodynamic and Continuum Mechanical Framework; 2.1 Incorporation of Thermo-mechanics; 2.2 Implementation Using a Complex Step Derivative Approximation; 3 Framework for Direct-Micro-Macro Computations; 3.1 General Approach
Control code
SPR959226271
Dimensions
unknown
Extent
1 online resource (x, 565 pages)
File format
unknown
Form of item
online
Isbn
9783319405285
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-40528-5
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
Label
Software for exascale computing -- SPPEXA 2013-2015, Hans-Joachim Bungartz, Philipp Neumann, Wolfgang E. Nagel, editors, (electronic book)
Publication
Antecedent source
unknown
Carrier category
online resource
Carrier category code
cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
txt
Content type MARC source
rdacontent
Contents
  • Preface; Contents; Part I EXA-DUNE: Flexible PDE Solvers, Numerical Methods, and Applications; Hardware-Based Efficiency Advances in the Exa-Dune Project; 1 The Exa-Dune Project; 2 Hybrid Parallelism in DUNE; 2.1 UMA Concept; 3 Assembly; 3.1 Thread Parallel Assembly; 3.2 Higher Order DG Methods; 3.3 Low Order Lagrange Methods; 4 Linear Algebra; 4.1 Efficient Matrix Format for Higher Order DG; 4.2 GPU Accelerated Preconditioners and Strong Smoothers; 5 Outlook; References; Advances Concerning Multiscale Methods and Uncertainty Quantification in Exa-Dune; 1 Introduction
  • 2 Numerical Multiscale Methods: A Case of Generality2.1 The Multiscale Finite Element Method for Multiscale Elliptic Equations; 2.2 Implementation and Parallelization; 2.3 Hybrid MPI/SMP Implementation; 3 The Multi-level Monte-Carlo Method; 3.1 Principle; 3.2 Implementation; 4 Numerical Experiments; 5 Conclusion; References; Part II ExaStencils: Advanced Stencil-Code Engineering; Systems of Partial Differential Equations in ExaSlang; 1 Introduction; 2 Multigrid Methods; 3 The ExaStencils Approach; 4 The ExaStencils DSL ExaSlang; 4.1 Multi-layered Approach; 4.2 Overview of ExaSlang 4
  • 4.2.1 Stencils4.2.2 Fields and Layouts; 4.2.3 Data Types, Variables, and Values; 4.2.4 Control Flow; 4.2.5 Level Specifications; 5 Code Generation; 6 Data Types for Systems of Partial Differential Equations; 6.1 Motivation; 6.2 The ExaSlang Data Types; 7 Modifications to the Code Generator; 8 Example Application; 8.1 Theoretical Background; 8.2 Mapping to ExaSlang 4; 8.3 Results; 9 Related Work; 10 Future Work; 11 Conclusions; References; Performance Prediction of Multigrid-Solver Configurations; 1 Introduction; 2 Configurable Multigrid Solvers and the ExaStencils Code Generator
  • 3 Performance Prediction3.1 Sampling; 3.1.1 Binary Sampling Heuristics; 3.1.2 Experimental Designs; 3.2 Performance-Influence Models; 3.3 Integration of Domain Knowledge; 3.3.1 Shrinking the Configuration Space; 3.3.2 Domain Knowledge on Interactions; 3.3.3 Independent Sampling Strategies and Independent Models; 3.3.4 Integration of Analytical Models; 3.3.5 Models for Disjoint Parts of a System; 4 Evaluation; 4.1 Leveraging Domain Knowledge; 4.1.1 Experimental Setup; 4.1.2 Results and Discussion; 4.2 Code Generator; 4.2.1 Experimental Setup; 4.2.2 Results and Discussion
  • 4.3 Threats to Validity5 Related Work; 6 Conclusion and Future Work; References; Part III EXASTEEL: Bridging Scales for Multiphase Steels; One-Way and Fully-Coupled FE2 Methods for Heterogeneous Elasticity and Plasticity Problems: Parallel Scalability and an Application to Thermo-Elastoplasticity of Dual-Phase Steels; 1 Introduction; 2 Thermodynamic and Continuum Mechanical Framework; 2.1 Incorporation of Thermo-mechanics; 2.2 Implementation Using a Complex Step Derivative Approximation; 3 Framework for Direct-Micro-Macro Computations; 3.1 General Approach
Control code
SPR959226271
Dimensions
unknown
Extent
1 online resource (x, 565 pages)
File format
unknown
Form of item
online
Isbn
9783319405285
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
c
Other control number
10.1007/978-3-319-40528-5
Other physical details
illustrations (some color).
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote

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