The reason a nuclear chain reaction occurs is that one of the by products of a single reaction: the neutrons can start reactions of their own. So how do you stop a chain reaction? Stop these neutrons...
Chemical reactions are undesirable and are not a feature of the intended reactor behaviour. The water quality in the primary circuit in a PWR or BWR must be well controlled both to avoid chemical...