Partial differential equations (PDEs) are mathematical equations that involve unknown multivariable functions and their partial derivatives, as opposed to ordinary differential equations that deal with single-variable functions. PDEs are applied to formulate and solve problems across multiple domains such as sound, heat, and fluid dynamics, indicating that these diverse phenomena share common underlying dynamics. They can also be generalized into stochastic partial differential equations for more complex modeling.