 The paper examines the use of iron oxide particles in enhancing heat transfer in a rotating disk system. The authors hypothesize that the addition of these particles will increase the rate of heat transfer by increasing the surface area exposed to the fluid. They also consider the effect of a magnetic field on the particle's movement, which may further improve heat transfer. The results of the simulation indicate that the addition of the particles does indeed increase the rate of heat transfer, but only when the particles are concentrated near the center of the disk. This suggests that the particle should be placed strategically within the disk to maximize the effectiveness of the system. This article was authored by Umar Farouk, Ali Hassan, Nahid Fatima, and others.