Get Free Ebook A Primer on Radial Basis Functions with Applications to the Geosciences

Get Free Ebook A Primer on Radial Basis Functions with Applications to the Geosciences

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A Primer on Radial Basis Functions with Applications to the Geosciences

Get Free Ebook A Primer on Radial Basis Functions with Applications to the Geosciences

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Book Description

Using examples and heuristic explanations to generate a practical and intuitive perspective, this book focuses on Radial Basis Functions (RBFs), a powerful numerical methodology for solving PDEs. As the first book to survey RBF-FD methodology, this text is valuable for graduates and researchers in areas ranging from numerical analysis to geoscience.

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About the Author

Bengt Fornberg received his Ph.D. from Uppsala University in Sweden. Following positions at the European Organization for Nuclear Research (CERN), California Institute of Technology, and Exxon Corporate Research, he has been on the faculty of Applied Mathematics at University of Colorado, Boulder since 1995. His research focus is on numerical methods for solving PDEs and computational methodologies for analytic functions. Natasha Flyer received her Ph.D. from University of Michigan, Ann Arbor. She is a staff scientist at the National Center for Atmospheric Research in Boulder, Colorado. Her research interests include development of computational methods for solar physics and geosciences and hybrid analytical-numerical methods for the solution of PDEs with singularities. The authors, a husband-and-wife team, have for the last decade collaborated closely on the topic of the present book, the development of radial basis functions and their subsequent use for different physical applications.

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Product details

Series: Cbms-Nsf Regional Conference Series in Applied Mathematics (Book 87)

Paperback: 231 pages

Publisher: SIAM-Society for Industrial and Applied Mathematics (September 30, 2015)

Language: English

ISBN-10: 161197402X

ISBN-13: 978-1611974027

Product Dimensions:

6.8 x 0.5 x 9.7 inches

Shipping Weight: 12.6 ounces (View shipping rates and policies)

Average Customer Review:

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Amazon Best Sellers Rank:

#1,639,637 in Books (See Top 100 in Books)

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A Primer on Radial Basis Functions with Applications to the Geosciences PDF