Pythonic geodynamics : implementations for fast computing
Author(s)
Bibliographic Information
Pythonic geodynamics : implementations for fast computing
(Lecture notes in earth sciences)
Springer, c2018
Available at 2 libraries
  Aomori
  Iwate
  Miyagi
  Akita
  Yamagata
  Fukushima
  Ibaraki
  Tochigi
  Gunma
  Saitama
  Chiba
  Tokyo
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  Niigata
  Toyama
  Ishikawa
  Fukui
  Yamanashi
  Nagano
  Gifu
  Shizuoka
  Aichi
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  Shiga
  Kyoto
  Osaka
  Hyogo
  Nara
  Wakayama
  Tottori
  Shimane
  Okayama
  Hiroshima
  Yamaguchi
  Tokushima
  Kagawa
  Ehime
  Kochi
  Fukuoka
  Saga
  Nagasaki
  Kumamoto
  Oita
  Miyazaki
  Kagoshima
  Okinawa
  Korea
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  United Kingdom
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Note
Includes bibliographical references and index
Description and Table of Contents
Description
This book addresses students and young researchers who want to learn to use numerical modeling to solve problems in geodynamics. Intended as an easy-to-use and self-learning guide, readers only need a basic background in calculus to approach most of the material. The book difficulty increases very gradually, through four distinct parts. The first is an introduction to the Python techniques necessary to visualize and run vectorial calculations. The second is an overview with several examples on classical Mechanics with examples taken from standard introductory physics books. The third part is a detailed description of how to write Lagrangian, Eulerian and Particles in Cell codes for solving linear and non-linear continuum mechanics problems. Finally the last one address advanced techniques like tree-codes, Boundary Elements, and illustrates several applications to Geodynamics. The entire book is organized around numerous examples in Python, aiming at encouraging the reader to le
arn by experimenting and experiencing, not by theory.
Table of Contents
Bird's eye view.- Visualization.- Fast Python: NumPy and Cython.- Mechanics I: Kinematics.- Mechanics II: Newtonian Dynamics.- Insights on the physics of Stokes Flow.- Lagrangian Transport.- Operator Formulation.- Laplacian Operator and Diffusion.- Beyond Linearity.- Trees, Particles and Boundaries.- Applications to Geodynamics.- The future.
by "Nielsen BookData"