Parabolic partial differential equations (PDEs) are a class of PDEs that exhibit time evolution similar to diffusion processes, often used to model phenomena like heat conduction. These equations are crucial in describing systems that evolve in time towards equilibrium under constraints defined by initial and boundary values.