Inverse Modeling: An Introduction

Inverse Modeling: An Introduction

By Nakamura and Roland Potthast

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The book provides a concise introduction into inverse modeling, i. e the theory and methods of inverse problems and data assimilation. Inverse problems are widely spread today in science and technology, ranging from data analysis and modeling in science to remote sensing in industrial and natural applications as well as medical imaging and non-destructive testing.

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Book Information

Publisher: IOP Publishing Ltd
Publish Date: 12/30/2015
Pages: 312
ISBN-13: 9780750312196
ISBN-10: 075031219X
Language: English

Full Description

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 /MATLAB(R) codes are included, which serve as a first step towards simulations and more sophisticated inversion or data assimilation algorithms.

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