Workshop Description:
-
This workshop introduces Monte Carlo methods to current and prospect physical scientists.
- This workshop is useful for beginning postgraduates or current undergraduates intending to do research in physics.
- This workshop aims at introducing the following concepts:
~ Mathematical Foundations of Monte Carlo Method;
~ Random Number Generation;
~ Monte Carlo Integration;
~ Principles of Monte Carlo Method;
~ Importance Sampling;
~ Metropolis Algorithm;
~ Swendsen-Wang Algorithm;
~ Wang-Landau Algorithm;
~ Variational Monte Carlo;
~ Diffusion Monte Carlo;
~ Green's function Monte Carlo;
~ Path Integral Monte Carlo (Worm Algorithm).
~ Registered participants will receive the complete notes for this workshop.
