The ARIMA model stands for Autoregressive Integrated Moving Average. It is a statistical analysis technique used to predict future points in a time series by understanding its own past values. ARIMA is widely used in various fields such as economics, finance, and engineering, but its application in Catalysis is gaining attention due to the potential to predict and improve catalytic processes.