Pythonic Geodynamics - Gabriele Morra

Pythonic Geodynamics

Implementations for Fast Computing

(Autor)

Buch | Softcover
XVI, 227 Seiten
2018 | 1. Softcover reprint of the original 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-85725-1 (ISBN)
96,29 inkl. MwSt

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.

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.

Erscheint lt. Verlag 3.8.2018
Reihe/Serie Lecture Notes in Earth System Sciences
Zusatzinfo XVI, 227 p. 46 illus., 40 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 379 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Geowissenschaften Geologie
Naturwissenschaften Geowissenschaften Geophysik
Naturwissenschaften Physik / Astronomie
Schlagworte Computational Geosciences Book • earth sciences • Geodynamics • Geophysics • Numerical Methods • planetary sciences • Python • Quantitative Geology
ISBN-10 3-319-85725-8 / 3319857258
ISBN-13 978-3-319-85725-1 / 9783319857251
Zustand Neuware
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