{"product_id":"data-driven-analysis-and-modeling-of-turbulent-flows-9780323950435","title":"Data Driven Analysis and Modeling of Turbulent Flows","description":"\u003cp\u003e • Author(s): Karthik Duraisamy\u003cbr\u003e • Publisher: Academic Press\u003cbr\u003e • Publisher Imprint: Academic Press\u003cbr\u003e • BISAC: Chemical \u0026amp; Biochemical\u003c\/p\u003e\u003cp\u003eData-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. \u003c\/p\u003e\u003cp\u003e\u003c\/p\u003eThe book is organized into three parts: \u003cul\u003e\n\u003cli\u003eExploration of techniques for discovering coherent structures within turbulent flows, introducing advanced decomposition methods\u003c\/li\u003e\n\u003cli\u003eMethods for estimation and control using data assimilation and machine learning approaches\u003c\/li\u003e\n\u003cli\u003eFinally, novel modeling techniques that combine physical insights with machine learning\u003c\/li\u003e\n\u003c\/ul\u003eThis 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.","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46415909748887,"sku":"9780323950435","price":24219.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780323950435.webp?v=1769061339","url":"https:\/\/atlanticbooks.com\/products\/data-driven-analysis-and-modeling-of-turbulent-flows-9780323950435","provider":"Atlantic Books","version":"1.0","type":"link"}