Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Data Driven Analysis and Modeling of Turbulent Flows

Data Driven Analysis and Modeling of Turbulent Flows

Duraisamy, Karthik

Paperback

Series: Computation and Analysis of Turbulent Flows

Technology & EngineeringPhysics

ISBN10: 0323950434
ISBN13: 9780323950435
Publisher: Academic Press
Published: Jun 6 2025
Pages: 414
Weight: 1.50
Height: 0.90 Width: 5.90 Depth: 9.00
Language: English
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 learning
This 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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