Lirkov Ivan, Margenov Svetozar Large-Scale Scientific Computing: 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7-11, 2021, Revised Selected Papers 9783030975487

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Автор: Lirkov Ivan, Margenov Svetozar
Название: Large-Scale Scientific Computing: 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7-11, 2021, Revised Selected Papers
ISBN: 9783030975487
Издательство: Springer
Классификация:

Теория информации

Вычислительная математика

Аппаратное обеспечение коипьютеров

Сетевое оборудование

Алгоритмы и структуры данных

Математическая теория вычислений

ISBN-10: 3030975487
Обложка/Формат: Paperback
Страницы: 572
Вес: 0.79 кг.
Дата издания: 18.04.2022
Серия: Lecture notes in computer science
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 96 illustrations, color; 21 illustrations, black and white; xv, 554 p. 117 illus., 96 illus. in color.
Размер: 23.39 x 15.60 x 2.95 cm
Читательская аудитория: Professional & vocational
Подзаголовок: 13th international conference, lssc 2021, sozopol, bulgaria, june 7-11, 2021, revised selected papers
Ссылка на Издательство: Link
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Поставляется из: Германии
Описание: This book constitutes revised selected papers from the 13th International Conference on Large-Scale Scientific Computing, LSSC 23021, which was held in Sozopol, Bulgaria, during June 7-11, 2021. The 60 papers included in this book were carefully reviewed and selected from a total of 73 submissions. The volume also includes two invited talks in full paper length. The papers were organized in topical sections as follows: Fractional diffusion problems: numerical methods, algorithms and applications; large-scale models: numerical methods, parallel computations and applications; application of metaheuristics to large-scale problems; advanced discretizations and solvers for coupled systems of partial differential equations; optimal control of ODEs, PDEs and applications; tensor and matrix factorization for big-data analysis; machine learning and model order reduction for large scale predictive simulations; HPC and big data: algorithms and applications; and contributed papers.
Дополнительное описание: Invited Papers.- Random-walk Based Approximate k-Nearest Neighbors Algorithm for Diffusion State Distance.- Model Reduction for Large Scale Systems.- II Fractional Di_usion Problems: Numerical Methods, Algorithms and Applications.- Constructions of Second

Large-Scale Scientific Computing: 13th International Conference, LSSC 2021, Sozopol, Bulgaria, June 7-11, 2021, Revised Selected Papers, Lirkov Ivan, Margenov Svetozar