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INDEX INDEX Start/Contents Start/Contents Preamble Preamble 1 FINITE DIFFERENCES 1 FINITE DIFFERENCES Definitions Definitions Interpolation Formulae Interpolation Formulae Differential Quotients Differential Quotients Differencing in 2D Differencing in 2D Sample Applications Sample Applications 2 LINEAR ALGEBRA 2 LINEAR ALGEBRA Exact Methods Exact Methods Relaxation Methods Relaxation Methods Conjugate Gradients Conjugate Gradients Eigenvalues and -vectors Eigenvalues and -vectors Sample Applications Sample Applications 3 STOCHASTICS 3 STOCHASTICS Equidistributed random variates Equidistributed random variates Other Distributions Other Distributions Random Processes Random Processes Stochastic Optimization Stochastic Optimization 4 ORDINARY DE 4 ORDINARY DE Definitions Definitions IVP First Order IVP First Order IVP Second Order IVP Second Order BVP BVP 5 PARTIAL DE 5 PARTIAL DE IVP I: Hyperbolic IVP I: Hyperbolic IVP II: Parabolic IVP II: Parabolic BVP: Elliptic BVP: Elliptic 6 SIMULATION 6 SIMULATION Model Systems Model Systems Monte Carlo Monte Carlo Molecular Dynamics Molecular Dynamics Evaluation of Simulations Evaluation of Simulations Long ranged Potentials Long ranged Potentials Stochastic Dynamics Stochastic Dynamics 7 QUANTUM M. 7 QUANTUM M. Diffusion MC Diffusion MC Path Integral MC Path Integral MC Wave Packet Dynamics Wave Packet Dynamics Density Functional MD Density Functional MD 8 HYDRODYN. 8 HYDRODYN. Compressible, no Viscosity Compressible, no Viscosity Incompressible, with Viscosity Incompressible, with Viscosity Lattice Gas Models Lattice Gas Models Bird's Direct Simulation MC Bird's Direct Simulation MC APPENDICES APPENDICES Machine Errors Machine Errors Discrete Fourier Transformation Discrete Fourier Transformation Exercises and Projects Exercises and Projects Some Good Books Some Good Books Bibliography Bibliography
Chapters 4-5: "Everything Flows"By this Herakleitean motto Newton stressed the importance of his "fluxion" calculus. In modern terms we might say "Differential Equations Everywhere." Chapters 4 and 5 will be devoted to the numerical treatment of:
Chapters 6-8: Various ApplicationsThese sections are devoted to those areas of physics which have been most thoroughly transformed by the intensive application of numerical methods. These are:
Chapter 9: Appendix and BibliographyThe limits of accuracy of computing machinery are discussed. Also, the useful technique of the Fast Fourier Transform is explained. Finally, the list of bibliographical references is given, along with a commented list of books on Computational Physics.Table of Contentsvesely 2006
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