Exponential distribution is a statistical concept that describes the time between events in a Poisson process. It is often used to model the time until a specific event, like the failure of a nanomaterial or the decay of a radioactive particle. Mathematically, the exponential distribution is characterized by its rate parameter (λ), which is the inverse of the mean.