رکورد قبلیرکورد بعدی

" Specialising Simulator Generators for High-Performance Monte-Carlo Methods "


Document Type : BL
Record Number : 786691
Doc. No : b606707
Main Entry : Gabriele Keller Affiliation: Programming Languages and Systems, School of Computer Science and Engineering, University of New South Wales,  
Title & Author : Specialising Simulator Generators for High-Performance Monte-Carlo Methods\ Gabriele Keller Affiliation: Programming Languages and Systems, School of Computer Science and Engineering, University of New South Wales,  
ISBN : 9783540774419
: : 9783540774426
Notes : This work was funded by the UNSW FRGP <i>High Performance Parallel Computing for Complex Polymer Architecture Design.</i>
Abstract : We address the tension between software generality and performance in the domain of simulations based on Monte-Carlo methods. We simultaneously achieve generality and high performance by a novel development methodology and software architecture centred around the concept of a <i>specialising simulator generator.</i> Our approach combines and extends methods from functional programming, generative programming, partial evaluation, and runtime code generation. We also show how to generate parallelised simulators.<br>We evaluated our approach by implementing a simulator for advanced forms of polymerisation kinetics. We achieved unprecedented performance, making Monte-Carlo methods practically useful in an area that was previously dominated by deterministic PDE solvers. This is of high practical relevance, as Monte-Carlo simulations can provide detailed microscopic information that cannot be obtained with deterministic solvers.
LC Classification : ‭QA76.7‬‭G337 9999‬
Added Entry : Christopher Barner-Kowollik Affiliation: Centre for Advanced Macromolecular Design, School of Chemical Sciences and Engineering, University of New South Wales,  
: Don Stewart Affiliation: Programming Languages and Systems, School of Computer Science and Engineering, University of New South Wales,  
: Gabriele Keller Affiliation: Programming Languages and Systems, School of Computer Science and Engineering, University of New South Wales,  
: Hugh Chaffey-Millar Affiliation: Centre for Advanced Macromolecular Design, School of Chemical Sciences and Engineering, University of New South Wales,  
: Manuel M T Chakravarty Affiliation: Programming Languages and Systems, School of Computer Science and Engineering, University of New South Wales,  
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