Development of an ensemble Monte Carlo simulator for high-power semiconductor devices with self-consistent electromagnetism and GPU implementation

Abstract

The ensemble Monte Carlo (EMC) method is a powerful and widely used technique for modeling carrier transport in semiconductors in which one can easily take into account band structure and a variety of scattering mechanisms. In the usual implementations of EMC, the semiclassical electron dynamics is coupled self-consistently to the electrostatic field and this suffices for most devices. However, for high power, high current semiconductor device applications the electrostatic approximation is often not adequate and the full electromagnetic (EM) equations must be solved in fully-coupled fashion. We report on the development of a fully self-consistent, time-domain, EM-EMC simulator for two- and three-dimensional device simulations in which we also address a well known drawback of these methods, their computational intensiveness, by producing a GPU implementation.