Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning

Data-Driven Fluid Mechanics: Combining First Principles and Machine Learning

Miguel A Mendez , Andrea Ianiro , Bernd R. Noack
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2023 · 英语 · 精装书
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描述

This compelling work explores the intersection of data-driven approaches and traditional fluid mechanics, shedding light on how these two worlds can coexist and enhance one another. The authors delve into the burgeoning field of integrating machine learning techniques with fundamental principles of fluid dynamics, demonstrating a multifaceted approach that elevates the understanding and application of these complex systems.

As advancements in technology continue to shape research methodologies, this text emphasizes the significance of leveraging big data in fluid mechanics. Through insightful discussions and real-world applications, the authors equip readers with the tools needed to navigate this innovative landscape, making it an essential resource for both researchers and practitioners in the field.

书籍详情

格式 精装书
页数 468 页
语言 英语
已发布 Mar 23, 2023
出版商 Cambridge University Press
ISBN-10 1108842143
ISBN-13 9781108842143
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