Heinz Pitsch – författare & böcker

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

From Equation-Based Analysis to Machine Learning

Inbunden, Engelska, 2020

2 174 kr

Skickas inom 10-15 vardagar

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.

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

From Equation-Based Analysis to Machine Learning

AvAntonio Attili,Heinz Pitsch

E-bok

Engelska, 2020

2 748 kr

Läs direkt efter köp

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.

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

From Equation-Based Analysis to Machine Learning

AvHeinz Pitsch,Antonio Attili

Häftad, Engelska, 2021

2 174 kr

Skickas inom 10-15 vardagar

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.

Clean Energy Conversion

Oxy-fuel Combustion of Solid Fuels

AvReinhold Kneer,Heinz Pitschm. fl.

Inbunden, Engelska, 2026

549 kr

Skickas inom 10-15 vardagar

This Open-Access-Book bundles the knowledge gained from 12 years of research in a joint project (CRC/TRR 129 funded by DFG) on the subject of oxyfuel combustion of solid fuels. Oxyfuel combustion uses an atmosphere of CO₂, H₂O and O₂, which fundamentally changes the combustion behavior – with effects on reaction rates, flame stability and transport processes from atomic to industrial scale. Within the project these processes are investigated experimentally and by simulations of different complexity , for example using molecular dynamic simulations, Large-Eddy-Simulation (LES) and direct numerical simulations. The focus is on pyrolysis, particle combustion, reaction kinetics and radiation properties.Within the scope of this research, new experimental as well as new numerical-simulative methods were developed in about 20 closely interlinked projects, which led to a variety of new findings. This makes this book a valuable source of information for all scientists working on the fundamental aspects of the reactive conversion of solid fuels.

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Heinz Pitsch – författare

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

Data Analysis for Direct Numerical Simulations of Turbulent Combustion

Clean Energy Conversion

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