Parallelisation of equation-based simulation programs on heterogeneous computing systems

Numerical solutions of equation-based simulations require computationally intensive tasks such as evaluation of model equations, linear algebra operations and solution of systems of linear equations. The focus in this work is on parallel evaluation of model equations on shared memory systems such as...

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Bibliographic Details
Published in:	PeerJ. Computer science Vol. 4; p. e160
Main Author:	Nikolić, Dragan D.
Format:	Journal Article
Language:	English
Published:	United States PeerJ, Inc 13.08.2018 PeerJ Inc
Subjects:	Algorithms Application programming interface C++ (programming language) CAE Central processing units Chemical engineering Computation Computer aided engineering Computer memory Computer science Computer simulation Computers CPUs Data structures Differential equations Differential-algebraic equations Distributed and Parallel Computing Equation-based Field programmable gate arrays Gate arrays Graphics processing units Heterogeneous computing Laboratories Libraries Linear algebra Linear equations Mathematical models Methods Microprocessors Modelling Parallel computing Parameter estimation Partial differential equations Processors Programming languages Queues Scale models Scientific Computing and Simulation Sensitivity analysis Simulation Software Stacks Systems analysis United States > US Parallel computing Simulation OpenMP Streaming processors Equation-based Modelling OpenCL Heterogeneous computing Differential-algebraic equations
ISSN:	2376-5992, 2376-5992
Online Access:	Get full text
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