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Pythonic geodynamicsimplementations ...

Morra, Gabriele.

Pythonic geodynamicsimplementations for fast computing /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Pythonic geodynamicsby Gabriele Morra.
其他題名:	implementations for fast computing /
作者:	Morra, Gabriele.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xvi, 227 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Geographic information systems.
電子資源:	http://dx.doi.org/10.1007/978-3-319-55682-6
ISBN:	9783319556826$q(electronic bk.)

Pythonic geodynamicsimplementations for fast computing /
Morra, Gabriele.

Pythonic geodynamicsimplementations for fast computing /[electronic resource] :by Gabriele Morra. - Cham :Springer International Publishing :2018. - xvi, 227 p. :ill., digital ;24 cm. - Lecture notes in earth system sciences,2193-8571. - Lecture notes in earth system sciences..

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.

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.

ISBN: 9783319556826$q(electronic bk.)

Standard No.: 10.1007/978-3-319-55682-6doiSubjects--Topical Terms:

193348
Geographic information systems.

LC Class. No.: G70.212

Dewey Class. No.: 910.285

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520 $a 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.
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