CZ3271:
Computational Techniques in Theoretical Physics

• Section  2: Linear algebra.
• Section  3: Random numbers and random number generators.
• Section  4: Percolation,  methematical models and physical quantities.
• Section  5: Critical behavior and critical exponents.
• Section  6: Exact solution in one dimention.
• Section  7: Computer simulation of site percolation and random resistor network.
• Section  9: Random variables of specified distribution.
• Section 10: Monte Carlo evaluaton of finite integrals.
• Section 11: Importance sampling.
• Section 12: Metropolis algorithm and application examples.
• Section 13: Metropolis algorithm application examples.
• Section 14: Integration schemes.
• Section 15: Simplectic algorithms and Molecular dynamics of few body problem.
• Section 16: Lennard-Jones fluid.
• Section 17: Lennard-Jones fluid part II.
• Section 18: Molecular dynamics in canonical and grand canonical ensembles .