| 书目名称 | Data Analysis for Direct Numerical Simulations of Turbulent Combustion | | 副标题 | From Equation-Based | | 编辑 | Heinz Pitsch,Antonio Attili | | 视频video | | | 概述 | Gathers contributions from authoritative figures in model development, Big Data, and DNS.Broadens readers’ understanding of DNS of turbulence and combustion.Identifies the main approaches used to anal | | 图书封面 |  | | 描述 | .This book presents methodologies for analysing large data sets produced by the direct numerical simulation (DNS) of turbulence and combustion. It describes the development of models that can be used to analyse large eddy simulations, and highlights both the most common techniques and newly emerging ones. ..The chapters, written by internationally respected experts, invite readers to consider DNS of turbulence and combustion from a formal, data-driven standpoint, rather than one led by experience and intuition. This perspective allows readers to recognise the shortcomings of existing models, with the ultimate goal of quantifying and reducing model-based uncertainty. In addition, recent advances in machine learning and statistical inferences offer new insights on the interpretation of DNS data..The book will especially benefit graduate-level students and researchers in mechanical and aerospace engineering, e.g. those with an interest in general fluid mechanics,applied mathematics, and the environmental and atmospheric sciences.. | | 出版日期 | Book 2020 | | 关键词 | Turbulent Combustion; Direct Numerical Simulation; Big Data Analysis; Turbulent Reactive Flows; Combusti | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-030-44718-2 | | isbn_softcover | 978-3-030-44720-5 | | isbn_ebook | 978-3-030-44718-2 | | copyright | Springer Nature Switzerland AG 2020 |
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发表于 2025-3-21 17:38:33
