Is there a difference in the meanings of stochastic and aleatory? Are these words interchangeable? So far I have not been able to find a meaningful difference.
Aleatory is a subset of stochastic. A stochastic process is aleatoric or epistemic. If it is aleatoric, the uncertainty inherently cannot be reduced. If it is epistemic, then cleverly adding data can reduce the uncertainty.