Outline
Mathematical Methods in Physics
(PHY 230) - Fall 2006
Analytical Topics
These following topics are usually in order.
"McQ x" means the sections for "x" in
the textbook
Donald A. McQuarrie.
- Special Functions (McQ 3)
- principal parts
- Gaussian integrals
- error functions, gamma & beta functions, Riemann zeta functions, etc
- delta functions
- Infinite Series (McQ 2)
- convergence and uniform convergence
- expanding series
- summing series
-
Ordinary Differential Equations (McQ 11-13)
- general DEs
- linear DEs
- series expansions, method of Frobenius
- Legendre polynomials/functions, Bessel functions
- qualitative nonlinear DEs
-
Eigenfunction methods (McQ 14)
- orthogonal functions and series
- convergence and closure
- Sturm-Liouville theorem and Hermitean operators
- orthogonalization
- Green's functions
- Coordinates (McQ 8)
- cylindrical and spherical coordinates
- general orthogonal coordinates
- grad, div, curl, Laplacian
- Partial Differential Equations (McQ 16)
- PDE's of physics
- separation of variables
- Laplace and Helmholtz's equations
- Bessel functions, spherical harmonics
-
Integral Transforms (McQ 15, 17)
- Fourier series
- Fourier transforms
- power spectra
- convolution and correlation
- Laplace transforms
-
Complex Variables (McQ 18-19)
- analytic functions
- poles, zeroes, branch points
- Cauchy's theorem and integral formula
- Taylor and Laurent series
- residue theorem and contour integration
- conformal transformations
-
Probability (McQ 21)
- permutations and combinations
- probability distributions
- binomial, Poisson, Gaussian, Lorentzian, uniform, exponential, and gamma
- stochastic processes
- characteristic functions
- central limit theorem
Computational Topics (Mathematica)
These following topics are not in order.
They are mixing in
the Computer Labs, the Mathematica Notebooks
and the lectures.
- Numerical Calculations
- Symbolical Calculations and Solving Equations
- Calculus -- Differentiation and Integration (symbolical and numerical)
- Contour Integration
- Special Functions (Gamma, Legendre, Bessel, Spherical Harmonics, etc)
- Infinite Series (Power, Fourier, and other Orthogonal)
- Vectors and Matrices
- Solving ODEs (symbolical and numerical)
- Solving PDEs (numerical)
- FFTs and Image Processing
- Random Process and Power Spectrum
- Computer Programming
- Importing and Exporting Data
- Graphics and Visualization
- Plots
- 3d plots
- Contour plots (2d and 3d)
- Density plots
- Parametric plots (line curve and space curve)
- Vector Fields
- Complex mappings
- Surface and Solid Geometry
- Effective Graphics
- Animations