In nuclear reactors, the fission of heavy elements like Uranium releases fast neutrons. These fast neutrons are not efficient at causing further fission reactions. Heavy water (deuterium oxide, D2O) acts as a moderator by slowing down these fast neutrons to thermal speeds, which significantly increases the probability of them causing fission in other uranium nuclei, thus sustaining the chain reaction. Other moderators like graphite can also be used.