Advanced Computational Physics: Course Outline (PHY-7004)

• Computational Physics definition: limits of computing. 
• Simulation and modeling simulation techniques.
• Introduction to software for simulation.
• Roles of numerical techniques in simulation.
• Finite difference approach in deterministic methods.
• Stochastic simulation.
• Molecular dynamics simulations.
• Monte Carlo method.
• Monte Carlo simulation.
• The Hetropoles algorithm.
• Application in statistical physics.
• Numerical renormalization.
• The scaling concept.
• Renormalization with Monte Carlo simulation.
• Introduction to Chaotic dynamics.
• At least two of the packages; Mathcad, Matlab or Mathematica.

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