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000823286 1001_ $$aMorra, Gabriele.
000823286 24510 $$aPythonic Geodynamics :$$bImplementations for Fast Computing /$$cGabriele Morra.
000823286 260__ $$aCham :$$bSpringer,$$c©2018.
000823286 300__ $$a1 online resource (232 pages).
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000823286 4901_ $$aLecture Notes in Earth System Sciences
000823286 5050_ $$aForeword; Preface; Who Should Read this Book; How Should this Book be Read; Acknowledgements; Contents; Part I Introduction to Scientific Python; 1 Bird's Eye View; 1.1 Bird's Eye View; 1.2 History; 1.3 Programming or Scripting; 1.4 Python Interfaces; 1.4.1 IPython: Interactive Python; 1.5 Few Words on Syntax; 1.6 Extending Python; 1.6.1 Importing Libraries; 1.7 NumPy: Numerical Python; 1.8 Visualization; 2 Visualization; 2.1 The MatPlotLib Visualization Library; 2.1.1 Plotting a 2D Field; 2.1.2 Plotting a Map; 2.1.3 NetCDF and ETOPO; 2.1.4 Plotting a Seismic Waveform.
000823286 5058_ $$a2.2 Plotting in 3D with MatPlotLib2.2.1 VTK File Format; 2.3 Example: Length of the Day; 2.4 IPython and Jupyter Notebooks; 2.5 Paraview and VisIt; 2.6 Python as a wrapper: SEATREE and Underworld; 3 Fast Python: NumPy and Cython; 3.1 How Fast is Your Computing Machine?; 3.2 Numerical Python; 3.2.1 NumPy Types; 3.2.2 ndarrays; 3.3 Indexing and Slicing; 3.3.1 N-Dimensional Indexing; 3.3.2 Boolean Indexing; 3.3.3 Transposing and Axis Rotation; 3.4 Strides; 3.5 Vector Products; 3.6 Linear Algebra; 3.7 Cython; 3.7.1 Cython in iPython; 3.8 Going Parallel: mpi4py and PETSc4py.
000823286 5058_ $$a3.9 Other Computational ModulesPart II Second Part: Mechanics; 4 Mechanics I: Kinematics; 4.1 Computation of Velocity and Acceleration; 4.2 Integrate Acceleration; 4.3 Projectile Trajectory; 4.4 Circular Motion; 5 Mechanics II: Newtonian Dynamics; 5.1 Analytical Solutions for 1D Dynamics; 5.1.1 1-D Dynamics; 5.1.2 2D Dynamics; 5.1.3 Potential, Dissipated, Kinetic, Mechanical Energies for the Droplet; 5.2 Monte Carlo Simulation of the Pyroclastic flow ... ; 5.3 Precession of a Gyroscope; 6 Physics of Stokes Flow; 6.1 Momentum and Continuity Equations; 6.1.1 Navier Stokes Equation.
000823286 5058_ $$a6.2 Stokes Flow: Simple but Not Obvious6.2.1 Stokes' Paradox; 6.2.2 Flow Reversibility; 6.2.3 Origin of the Paradoxes; 6.3 Fundamental Solutions of Stokes Flow; 6.3.1 Rotlet; 6.3.2 Stokeslet; Part III Lattice Methods; 7 Lagrangian Transport; 7.1 Strain and Strain Rate; 7.2 Rigid Rotation; 7.2.1 Cell-Particles Projections; 7.2.2 Motion of the Particles; 7.3 Thinning Flow; 7.4 Lagrangian Advection of a Continuous Field; 7.5 Upwind Scheme Versus Lagrangian Transport; 8 Operator Formulation; 8.1 Strain Rates; 8.2 Cell-Centered Strain Rates from Linear Operators; 8.2.1 Sparse Derivative Operator.
000823286 5058_ $$a8.3 Reversible and Irreversible9 Laplacian Operator and Diffusion; 9.1 Diffusion Processes in Geodynamics; 9.2 Explicit Diffusion Implementation; 9.3 Explicit Formulation Using Operators; 9.4 Implicit Formulation; 9.5 Two-Dimensional Diffusion Equation; 9.6 Biharmonic Equation; 10 Beyond Linearity; 10.1 Operator Form of the Stokes Equation; 10.2 Implementation of the Homogeneous Stokes Equation; 10.3 The Finite Volume Method; 10.4 Implementation of the Nonhomogenous Stokes Equation; 10.5 Long-Range Interaction; 10.6 Advection-Diffusion Equation; Part IV Advanced Techniques; 11 Trees, Particles, and Boundaries.
000823286 506__ $$aAccess limited to authorized users.
000823286 588__ $$aDescription based on print version record.
000823286 650_0 $$aGeographic information systems.
000823286 650_0 $$aGeodynamics.
000823286 77608 $$iPrint version:$$aMorra, Gabriele.$$tPythonic Geodynamics : Implementations for Fast Computing.$$dCham : Springer International Publishing, ©2017$$z9783319556802
000823286 830_0 $$aLecture notes in earth system sciences.
000823286 852__ $$bebk
000823286 85640 $$3SpringerLink$$uhttps://univsouthin.idm.oclc.org/login?url=http://link.springer.com/10.1007/978-3-319-55682-6$$zOnline Access$$91397441.1
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