GPU acceleration of bubble-particle dynamics simulation

Ilnur A. Zarafutdinov, Yulia A. Pityuk, Azamat R. Gainetdinov, Nail A. Gumerov, Olga A. Abramova, Iskander Sh Akhatov

    Результат исследований: Глава в книге, отчете, сборнике статейМатериалы для конференциирецензирование

    2 Цитирования (Scopus)

    Аннотация

    Clusters containing bubbles and solid particles are used in many fields of industry. For instance, the study of bubble-particle interaction can be useful for surface cleaning in microelectronics and froth flotation in oil distillation. The present work discusses the joint 3D dynamics of bubbles and solid spherical particles in the presence of an acoustic field in an unbounded ideal incompressible liquid. To solve the problem, we chose the boundary element method (BEM) which requires only the discretization of the boundary of the computational domain. However, the application of the conventional BEM for the direct simulation of large particle-bubble systems is normally limited by memory, computational complexity, and speed. To perform such simulations, we propose a numerical approach based on the GPU acceleration of the BEM code. The method includes the solution of linear algebraic equations with a dense matrix of special type, using for this the generalized minimal residual method with calculation of the matrix-vector product on graphics processors using CUDA technology. We also discuss the performance of the method and run test computations of bubble-particle clusters.

    Язык оригиналаАнглийский
    Название основной публикацииParallel Computational Technologies - 12th International Conference, PCT 2018, Revised Selected Papers
    РедакторыLeonid Sokolinsky, Mikhail Zymbler
    ИздательSpringer Verlag
    Страницы235-250
    Число страниц16
    ISBN (печатное издание)9783319996721
    DOI
    СостояниеОпубликовано - 2018
    Событие12th International Scientific Conference on Parallel Computational Technologies, PCT 2018 - Rostov-on-Don, Российская Федерация
    Продолжительность: 2 апр. 20186 апр. 2018

    Серия публикаций

    НазваниеCommunications in Computer and Information Science
    Том910
    ISSN (печатное издание)1865-0929

    Конференция

    Конференция12th International Scientific Conference on Parallel Computational Technologies, PCT 2018
    Страна/TерриторияРоссийская Федерация
    ГородRostov-on-Don
    Период2/04/186/04/18

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