Pythonic Geodynamics - Gabriele Morra

Pythonic Geodynamics

Implementations for Fast Computing

(Autor)

Buch | Hardcover
XVI, 227 Seiten
2017 | 1st ed. 2018
Springer International Publishing (Verlag)
978-3-319-55680-2 (ISBN)
139,09 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.

Erscheinungsdatum
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 523 g
Themenwelt Mathematik / Informatik Mathematik Angewandte Mathematik
Naturwissenschaften Geowissenschaften Geologie
Naturwissenschaften Geowissenschaften Geophysik
Naturwissenschaften Physik / Astronomie
Schlagworte Computational Geosciences Book • Earth and Environmental Science • earth sciences • Geodynamics • Geology, geomorphology & the lithosphere • Geology, geomorphology & the lithosphere • Geophysics • Geophysics/Geodesy • Mathematical Applications in the Physical Sciences • Mathematical Modelling • Numerical Methods • planetary sciences • Python • Quantitative Geology
ISBN-10 3-319-55680-0 / 3319556800
ISBN-13 978-3-319-55680-2 / 9783319556802
Zustand Neuware
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