Inverse Modeling

An introduction to the theory and methods of inverse problems and data assimilation

Nonfiction, Science & Nature, Mathematics, Applied
Cover of the book Inverse Modeling by Gen Nakamura, Roland Potthast, Institute of Physics Publishing
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Author: Gen Nakamura, Roland Potthast ISBN: 9780750312189
Publisher: Institute of Physics Publishing Publication: December 28, 2015
Imprint: Institute of Physics Publishing Language: English
Author: Gen Nakamura, Roland Potthast
ISBN: 9780750312189
Publisher: Institute of Physics Publishing
Publication: December 28, 2015
Imprint: Institute of Physics Publishing
Language: English

This book provides a comprehensive introduction to the techniques, tools and methods for inverse problems and data assimilation, and is written at the interface between mathematics and applications for students, researchers and developers in mathematics, physics, engineering, acoustics, electromagnetics, meteorology, biology, environmental and other applied sciences. Basic analytic questions and tools are introduced, as well as a wide variety of concepts, methods and approaches to formulate and solve inverse problems. OCTAVE /MATLABĀ® codes are included, which serve as a first step towards simulations and more sophisticated inversion or data assimilation algorithms.

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This book provides a comprehensive introduction to the techniques, tools and methods for inverse problems and data assimilation, and is written at the interface between mathematics and applications for students, researchers and developers in mathematics, physics, engineering, acoustics, electromagnetics, meteorology, biology, environmental and other applied sciences. Basic analytic questions and tools are introduced, as well as a wide variety of concepts, methods and approaches to formulate and solve inverse problems. OCTAVE /MATLABĀ® codes are included, which serve as a first step towards simulations and more sophisticated inversion or data assimilation algorithms.

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