Data Analysis for Direct Numerical Simulations of Turbulent Combustion is popular PDF and ePub book, written by Heinz Pitsch in 2020-05-28, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Data Analysis for Direct Numerical Simulations of Turbulent Combustion can be Read Online from any device for your convenience.
Data Analysis for Direct Numerical Simulations of Turbulent Combustion Book PDF Summary
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.
Detail Book of Data Analysis for Direct Numerical Simulations of Turbulent Combustion PDF
- Author : Heinz Pitsch
- Release : 28 May 2020
- Publisher : Springer Nature
- ISBN : 9783030447182
- Genre : Mathematics
- Total Page : 294 pages
- Language : English
- PDF File Size : 10,9 Mb
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