ISBN: 9780323950435 - data driven analysis and modeling of turbulent flows (computation and analysis of turbulent flows) (3 Ergebnisse)

Zustand: As New. Unread book in perfect condition.

Zustand: New. Redaktion: Karthik DuraisamyKarthik Duraisamy is a professor of Aerospace Engineering and the director of the Michigan Institute for Computational Discovery at the University of Michigan, Ann Arbor, USA. His research interests are in data-driven .

Taschenbuch. Zustand: Neu. Neuware - 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 methodsMethods for estimation and control using data assimilation and machine learning approachesFinally, 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.…