Hyperbolic partial differential equations are a class of PDEs characterized by the propagation of waves and signals at finite speeds, making them essential in modeling dynamic systems such as sound waves, seismic activity, and fluid dynamics. They differ from other types of PDEs by having real eigenvalues, which ensure the well-posedness required for initial value problems, allowing for realistic simulations of physical systems.