Simulation using Monte Carlo to simulate some random phenomena using random numbers. Simulation is a physical phenomenon

Abstract

We use random numbers in the Monte Carlo simulation, which is a theoretical model consisting of mathematical equations used to study a physical phenomenon. The movement of the electron in semiconductors and the scattering processes to which it is exposed are studied, as well as the time it takes for the electron to pass between two scattering processes without a collision. And a probability function. After the end of the time period that the electron takes without collision, it is necessary to determine the scattering process that the electron is subjected to after the end of this time. This is done by finding the inputs and outputs of the phenomenon and comparing them with the practical results.