This study involves Monte Carlo simulation studies of phase transitions in magnetic materials , optical and transport properties of II-VI semiconducting nanoparticles, direct simulation Monte Carlo simulation studies of high-vorticity gaseous flows and Monte Carlo simulation studies in image processing.