Coarse Graining Turbulence

粗粒度湍流:建模和数据驱动方法及其应用

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作      者
出  版 社
出版时间
2025年01月01日
装      帧
精装
ISBN
9781009377348
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页      码
580
语      种
英文
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本书是具有流体力学、湍流、计算和统计方法基本知识,并希望扩大对CG基础知识的理解,且有兴趣研究于管理通过粗粒度透镜观察到的混沌世界的不同方法的研究生、基础研究科学家以及参与复杂湍流设计和分析的专业人士的理想学术专著。不仅提供了用于计算湍流的方法的全面概述,还涉及湍流建模的困难和前沿应用。

We live in a turbulent world observed through coarse grained lenses. Coarse graining (CG), however, is not only a limit but also a need imposed by the enormous amount of data produced by modern simulations. Target audiences for our survey are graduate students, basic research scientists, and professionals involved in the design and analysis of complex turbulent flows. The ideal readers of this book are researchers with a basic knowledge of fluid mechanics, turbulence, computing, and statistical methods, who are disposed to enlarging their understanding of the fundamentals of CG and are interested in examining different methods applied to managing a chaotic world observed through coarse-grained lenses.

• Provides a comprehensive overview of methods used to compute turbulent flows

• Opens with chapters exploring the mathematical and computational aspects of coarse graining

• Part II deals with turbulence modeling difficulties and frontier applications

学术水平academic researchers, graduate students

读者群:computational fluid dynamics, turbulence modelling

 

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