The Advection-Diffusion Equation is a fundamental partial differential equation that describes the distribution of a substance or quantity as it moves through a medium, combining the effects of advection (transport by bulk motion) and diffusion (spreading due to random motion). It is widely used in fields such as environmental science, engineering, and physics to model phenomena like pollutant dispersion, heat transfer, and fluid dynamics.