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Proceedings of the Institute for System Programming of the RAS, 2016, Volume 28, Issue 2, Pages 221–242
DOI: https://doi.org/10.15514/ISPRAS-2016-28(2)-15
(Mi tisp31)
 

This article is cited in 2 scientific papers (total in 2 papers)

Parallel processing and visualization for results of molecular simulation problems

D. V. Puzyrkov, V. O. Podryga, S. V. Polyakov

Keldysh Institute of Applied Mathematics (Russian Academy of Sciences)
Full-text PDF (344 kB) Citations (2)
References:
Abstract: In this paper authors presents "mmdlab" library for the interpreted programming language Python. This library allows to carry out reading, processing and visualization of the results of numerical calculations in the tasks of molecular simulation. Considering the large volume of data obtained from such simulations, there is a need in parallel realization of algorithms for processing those volumes. Parallel processing should be performed on multicore systems, such as common scientific workstation, and on super-computer systems and clusters, where the MD simulations were held. During the development process we have study the effectiveness of the Python language for such tasks, and we have examined the tools for its acceleration. As well, we studied multiprocessing capabilities and tools for cluster computation using this language. Also we have investigated the problems of receiving and processing the data, located on multiple computational nodes. This was prompted by the need to process the data, produced by parallel algorithm, that was executed on multiple computational nodes, and saves its output on each of them. As a tool for scientific visualization was chosen an open-source "Mayavi2" package. The developed "mmdlab" library was used in the analysis of the results of MD simulation of the gas and metal plate interaction. As a result, we managed to observe the effect of adsorption in details, which is important for many practical applications.
Keywords: parallel processing, visualization, molecular dynamics, Python, Mayavi2.
Funding agency Grant number
Russian Foundation for Basic Research 15-07-06082-a
15-29-07090-ofi_m
Work is performed with assistance of the Russian Foundation for Basic Research (grants No. 15-07-06082-a, No. 15-29-07090-ofi_m).
Bibliographic databases:
Document Type: Article
Language: English
Citation: D. V. Puzyrkov, V. O. Podryga, S. V. Polyakov, “Parallel processing and visualization for results of molecular simulation problems”, Proceedings of ISP RAS, 28:2 (2016), 221–242
Citation in format AMSBIB
\Bibitem{PuzPodPol16}
\by D.~V.~Puzyrkov, V.~O.~Podryga, S.~V.~Polyakov
\paper Parallel processing and visualization for results of molecular simulation problems
\jour Proceedings of ISP RAS
\yr 2016
\vol 28
\issue 2
\pages 221--242
\mathnet{http://mi.mathnet.ru/tisp31}
\crossref{https://doi.org/10.15514/ISPRAS-2016-28(2)-15}
\elib{https://elibrary.ru/item.asp?id=26480316}
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  • This publication is cited in the following 2 articles:
    Citing articles in Google Scholar: Russian citations, English citations
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    Proceedings of the Institute for System Programming of the RAS
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    Full-text PDF :109
    References:32
     
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