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DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB 2023)

DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB 2023)

DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB
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DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB 2023) Hardback - 2023

by MENDEZ M.A

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USA Edition . New. Brand New! Fast Delivery US Edition and ship within 24-48 hours. Deliver by FedEx and Dhl, & Aramex, UPS, & USPS and we do accept APO and PO BOX Addresses. Order can be delivered worldwide within 6-10 days and we do have flat rate for up to 2LB. Extra shipping charges will be requested if the Book weight is more than 5 LB. This Item May be shipped from India, United states & United Kingdom. Depending on your location and availability.
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Details

  • Title DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB 2023)
  • Author MENDEZ M.A
  • Binding Hardback
  • Edition USA Edition
  • Condition New
  • Pages 468
  • Volumes 1
  • Language ENG
  • Publisher Cambridge University Press
  • Publication date 2023-02-02
  • Bookseller's Inventory # CVS 9781108842143
  • ISBN 9781108842143 / 1108842143
  • Weight 2.25 lbs (1.02 kg)
  • Dimensions 9.29 x 6.3 x 0.39 in (23.60 x 16.00 x 0.99 cm)
  • Category Science
  • Quantity available 1

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Reader reviews for DATA DRIVEN FLUID MECHANICS COMBINING FIRST PRINCIPLES AND MACHINE LEARNING (HB 2023)

From the publisher

Data-driven methods have become an essential part of the methodological portfolio of fluid dynamicists, motivating students and practitioners to gather practical knowledge from a diverse range of disciplines. These fields include computer science, statistics, optimization, signal processing, pattern recognition, nonlinear dynamics, and control. Fluid mechanics is historically a big data field and offers a fertile ground for developing and applying data-driven methods, while also providing valuable shortcuts, constraints, and interpretations based on its powerful connections to basic physics. Thus, hybrid approaches that leverage both methods based on data as well as fundamental principles are the focus of active and exciting research. Originating from a one-week lecture series course by the von Karman Institute for Fluid Dynamics, this book presents an overview and a pedagogical treatment of some of the data-driven and machine learning tools that are leading research advancements in model-order reduction, system identification, flow control, and data-driven turbulence closures.
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