Pythonic Geodynamics Implementations for Fast Computing /

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 g...

Πλήρης περιγραφή

Λεπτομέρειες βιβλιογραφικής εγγραφής
Κύριος συγγραφέας: Morra, Gabriele (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut)
Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
Γλώσσα:English
Έκδοση: Cham : Springer International Publishing : Imprint: Springer, 2018.
Έκδοση:1st ed. 2018.
Σειρά:Lecture Notes in Earth System Sciences,
Θέματα:
Διαθέσιμο Online:Full Text via HEAL-Link
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245 1 0 |a Pythonic Geodynamics  |h [electronic resource] :  |b Implementations for Fast Computing /  |c by Gabriele Morra. 
250 |a 1st ed. 2018. 
264 1 |a Cham :  |b Springer International Publishing :  |b Imprint: Springer,  |c 2018. 
300 |a XVI, 227 p. 46 illus., 40 illus. in color.  |b online resource. 
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490 1 |a Lecture Notes in Earth System Sciences,  |x 2193-8571 
505 0 |a 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. 
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. 
650 0 |a Geophysics. 
650 0 |a Geology-Statistical methods. 
650 0 |a Mathematical physics. 
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650 2 4 |a Quantitative Geology.  |0 http://scigraph.springernature.com/things/product-market-codes/G17030 
650 2 4 |a Mathematical Applications in the Physical Sciences.  |0 http://scigraph.springernature.com/things/product-market-codes/M13120 
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830 0 |a Lecture Notes in Earth System Sciences,  |x 2193-8571 
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