Identifying optimal catalyst materials for specific ... prediction tasks without task-specific labels. The self-supervised process, called graph-assisted pretraining, reduces the mean absolute ...

A catalyst increases the rate of a reaction but it is not used up in the reaction. If a catalyst is present, the reacting particles can collide more successfully with less energy and so the ...

In a significant advancement for renewable energy technologies, a new catalyst has been developed that dramatically improves the efficiency and stability of the oxygen evolution reaction (OER ...