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Product details:
- ISBN 10: 3319493167
- ISBN 13: 9783319493169
- Author: Quarteroni
In this text, we introduce the basic concepts for the numerical modeling of partial differential equations. We consider the classical elliptic, parabolic and hyperbolic linear equations, but also the diffusion, transport, and Navier-Stokes equations, as well as equations representing conservation laws, saddle-point problems and optimal control problems. Furthermore, we provide numerous physical examples which underline such equations. We then analyze numerical solution methods based on finite elements, finite differences, finite volumes, spectral methods and domain decomposition methods, and reduced basis methods.
Table of contents:
Chapter 1: A brief survey of partial differential equations
Chapter 2: Elements of functional analysis
Chapter 3: Elliptic equations
Chapter 4: The Galerkin finite element method for elliptic problems
Chapter 5: Parabolic equations
Chapter 6: Generation of 1D and 2D grids
Chapter 7: Algorithms for the solution of linear systems
Chapter 8: Elements of finite element programming
Chapter 9: The finite volume method
Chapter 10: Spectral methods
Chapter 11: Isogeometric analysis
Chapter 12: Discontinuous element methods (DG and mortar methods)
Chapter 13: Diffusion-transport-reaction equations
Chapter 14: Finite differences for hyperbolic equations
Chapter 15: Finite elements and spectral methods for hyperbolic equations
Chapter 16: Nonlinear hyperbolic problems
Chapter 17: Navier-Stokes equations
Chapter 18: Optimal control of partial differential equations
Chapter 19: Domain decomposition methods
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