Data Driven Analysis and Modeling of Turbulent Flows
Book Details
Format
Paperback / Softback
Book Series
Computation and Analysis of Turbulent Flows
ISBN-10
0323950434
ISBN-13
9780323950435
Publisher
Elsevier Science & Technology
Imprint
Academic Press Inc
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 6th, 2025
Print length
414 Pages
Weight
450 grams
Product Classification:
Thermodynamics & heat
Ksh 30,600.00
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Data-driven Analysis and Modeling of Turbulent Flows provides an integrated treatment of modern data-driven methods to describe, control, and predict turbulent flows through the lens of both physics and data science. The book is organized into three parts:• Exploration of techniques for discovering coherent structures within turbulent flows, introducing advanced decomposition methods• Methods for estimation and control using data assimilation and machine learning approaches• Finally, novel modeling techniques that combine physical insights with machine learningThis book is intended for students, researchers, and practitioners in fluid mechanics, though readers from related fields such as applied mathematics, computational science, and machine learning will find it also of interest.
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