Stochastic analysis is a branch of mathematics concerned with processes that evolve randomly over time, employing tools such as stochastic integrals and differential equations to model and analyze systems influenced by uncertainty. This field provides the theoretical foundation for understanding and predicting the behavior of phenomena subject to random fluctuations, with applications across various scientific and engineering disciplines.