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Data-Driven Science and Engineering

155,000₫

It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems

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Mã sản phẩm: STA552
Danh mục: Sách ngoại ngữ, Sách chuyên ngành
Tình trạng: Còn hàng

Mô tả

Thể loại:Engineering

Năm:2019

Ngôn ngữ:English

Trang:492

Data-Driven Science and Engineering Machine Learning, Dynamical Systems, and Control-1

Data-driven discovery is revolutionizing the modeling, prediction, and control of complex systems. This textbook brings together machine learning, engineering mathematics, and mathematical physics to integrate modeling and control of dynamical systems with modern methods in data science. It highlights many of the recent advances in scientific computing that enable data-driven methods to be applied to a diverse range of complex systems, such as turbulence, the brain, climate, epidemiology, finance, robotics, and autonomy. Aimed at advanced undergraduate and beginning graduate students in the engineering and physical sciences, the text presents a range of topics and methods from introductory to state of the art.