High-performance computing of big data for turbulence and combustion (Record no. 561012)
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000 -LEADER | |
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fixed length control field | 02389 a2200217 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
ISBN | 9783030170110 |
040 ## - CATALOGING SOURCE | |
Transcribing agency | IIT Kanpur |
041 ## - LANGUAGE CODE | |
Language code of text/sound track or separate title | eng |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER | |
Classification number | 629.1323 |
Item number | H537 |
245 ## - TITLE STATEMENT | |
Title | High-performance computing of big data for turbulence and combustion |
Statement of responsibility, etc | edited by Sergio Pirozzoli and Tapan K. Sengupta |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
Name of publisher | Springer |
Year of publication | 2019 |
Place of publication | Switzerland |
300 ## - PHYSICAL DESCRIPTION | |
Number of Pages | ix, 250p |
440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
Title | CISM International Centre for Mechanical Sciences: courses and lectures |
490 ## - SERIES STATEMENT | |
Series statement | / edited by Elisabeth Guazzelli; v.592 |
520 ## - SUMMARY, ETC. | |
Summary, etc | This book provides state-of-art information on high-accuracy scientific computing and its future prospects, as applicable to the broad areas of fluid mechanics and combustion, and across all speed regimes. Beginning with the concepts of space-time discretization and dispersion relation in numerical computing, the foundations are laid for the efficient solution of the Navier-Stokes equations, with special reference to prominent approaches such as LES, DES and DNS. The basis of high-accuracy computing is rooted in the concept of stability, dispersion and phase errors, which require the comprehensive analysis of discrete computing by rigorously applying error dynamics. In this context, high-order finite-difference and finite-volume methods are presented. Naturally, the coverage also includes fundamental notions of high-performance computing and advanced concepts on parallel computing, including their implementation in prospective hexascale computers. Moreover, the book seeks to raise the bar beyond the pedagogical use of high-accuracy computing by addressing more complex physical scenarios, including turbulent combustion. Tools like proper orthogonal decomposition (POD), proper generalized decomposition (PGD), singular value decomposition (SVD), recursive POD, and high-order SVD in multi-parameter spaces are presented. Special attention is paid to bivariate and multivariate datasets in connection with various canonical flow and heat transfer cases. The book mainly addresses the needs of researchers and doctoral students in mechanical engineering, aerospace engineering, and all applied disciplines including applied mathematics, offering these readers a unique resource. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Turbulence |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM | |
Topical Term | Jets -- Fluid dynamics |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Pirozzoli, Sergio [ed.] |
700 ## - ADDED ENTRY--PERSONAL NAME | |
Personal name | Sengupta, Tapan K. [ed.] |
942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
Koha item type | Books |
Withdrawn status | Lost status | Damaged status | Not for loan | Collection code | Permanent Location | Current Location | Date acquired | Source of acquisition | Cost, normal purchase price | Full call number | Accession Number | Cost, replacement price | Koha item type |
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General Stacks | PK Kelkar Library, IIT Kanpur | PK Kelkar Library, IIT Kanpur | 2019-12-23 | 2 | 8187.29 | 629.1323 H537 | A185023 | 10234.11 | Books |