Hairer's Theory is a sophisticated mathematical framework established for analyzing and solving stochastic partial differential equations (SPDEs) with irregular input. This theory has revolutionized the mathematical understanding by introducing regularity structures, enabling the handling of complex systems where classical techniques fail.