Description

Monte Carlo methods are abundant in many scientific areas, including engineering, physics and chemistry, and finance. This 2 lecture mini-course will introduce the students to the concepts of Monte Carlo sampling and its application for the computation of integrals in high-dimensional domains. We will discuss some of its advantages and disadvantages and show some performance improving techniques for instance variance reduction.