Self-similar solutions are solutions to differential equations that remain invariant under a group of scaling transformations, offering significant insight into the system's behavior across different scales. These solutions are particularly valuable in understanding complex physical phenomena where scale and geometry play a critical role, like fluid dynamics and heat conduction.