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2017 | OriginalPaper | Buchkapitel

2. Introduction to Numerical Solution of Partial Differential Equations

verfasst von : S. Bulent Biner

Erschienen in: Programming Phase-Field Modeling

Verlag: Springer International Publishing

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Abstract

Many of the fundamental theories of physics and engineering, including the phase-field models, are expressed by means of systems of partial differential equations, PDEs. A PDE is an equation which contains partial derivatives, such as
$$ \frac{\partial u}{\partial t}=\frac{\partial^2 u}{\partial {x}^2} $$
in which u is regarded as function of length x and time t. There is no real unified theory for PDEs. They exhibit their own characteristics to express the underlying physical phenomena as accurately as possible. Since PDEs can be hardly solved analytically, their solutions relay on the numerical approaches. A brief of summary of the numerical techniques involving their spatial and temporal discretization is given below. These techniques will be applied to solving the equations of the various phase-field models throughout the book and their detailed descriptions and implementations are given in relevant chapters. There are numerous textbooks also available on the subjects, of which some of them are listed in the references.
Literatur
1.
Zurück zum Zitat Larson S, Thomee V (2005) Partial differential equations with numerical methods. Springer text in applied mathematics, vol. 45 Larson S, Thomee V (2005) Partial differential equations with numerical methods. Springer text in applied mathematics, vol. 45
2.
Zurück zum Zitat Morton KW, Mayers AF (2005) Numerical solution of partial differential equations, an introduction (2nd edn). Cambridge University Press Morton KW, Mayers AF (2005) Numerical solution of partial differential equations, an introduction (2nd edn). Cambridge University Press
3.
Zurück zum Zitat Evans G, Blackledge J, Yardley P (1998) Numerical methods for partial differential equations. Springer Evans G, Blackledge J, Yardley P (1998) Numerical methods for partial differential equations. Springer
4.
Zurück zum Zitat Mazumdar S (2015) Numerical methods for partial differential equations: finite difference and finite volume methods. Elsevier Academic Mazumdar S (2015) Numerical methods for partial differential equations: finite difference and finite volume methods. Elsevier Academic
5.
Zurück zum Zitat Dormand JR (1996) Numerical methods for differential equations: a computational approach. CRC Press/Taylor & Francis Dormand JR (1996) Numerical methods for differential equations: a computational approach. CRC Press/Taylor & Francis
Metadaten
Titel
Introduction to Numerical Solution of Partial Differential Equations
verfasst von
S. Bulent Biner
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-41196-5_2

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