Topics are as follows:

• Generation of random numbers
• Numerical methods in function estimation, integration, …
• DFT simulation
• Monte Carlo and Metropolis methods in random number generation, thermal systems
• Thermal Ising model
• Percolation
• Finite-size analysis in the continuous phase transition
• Wavelets and applications in image processing and time series analysis
• Genetic algorithm
• Simulated annealing

Textbooks:

 Introduction to Computer Simulations Methods in Physics, H. Gould, J. Tobochnik, and W. Christian,

An Introduction to Computational Physics, T. Pang