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Computational Methods for Physicists Compendium for Students

This book helps advanced undergraduate, graduate and postdoctoral students in their daily work by offering them a compendium of numerical methods. The choice of methods pays significant attention to error estimates, stability and convergence issues as well as to the ways to optimize program executio...

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Bibliographic Details
Main Authors: Sirca, Simon, Horvat, Martin (Author)
Format: eBook
Language:English
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2012, 2012
Edition:1st ed. 2012
Series:Graduate Texts in Physics
Subjects:
Chemistry, Physical And Theoretical
Engineering Mathematics
Theoretical Chemistry
Computational Mathematics And Numerical Analysis
Mathematics / Data Processing
Computational Science And Engineering
Mathematical Physics
Engineering / Data Processing
Theoretical, Mathematical And Computational Physics
Mathematical And Computational Engineering Applications
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • Basics of numerical analysis
  • Solution of nonlinear equations
  • Matrix methods
  • Transformations of functions and signals
  • Statistical description and modeling of data
  • Modeling and analysis of time series
  • Initial-value problems for ordinary differential equations
  • Boundary-value problems for ordinary differential equations
  • Difference methods for one-dimensional partial differential equations
  • Difference methods for partial differential equations in more than one dim
  • Spectral methods for partial differential equations

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