Parabolic partial differential equations (PDEs) are a class of PDEs that describe diffusion processes, such as heat conduction, and have the property that they model time-dependent processes that gradually approach a steady state. The heat equation is a quintessential example of a parabolic PDE, characterized by its reliance on second-order spatial derivatives and first-order time derivatives, leading to solutions that smooth out initial irregularities over time.