Nickel-based catalysts function by providing active sites where reactant molecules adsorb and react more readily than they would in the absence of the catalyst. Nickel can facilitate various types of reactions, such as hydrogenation, dehydrogenation, and reforming. The catalyst often operates by donating or accepting electrons, thereby lowering the energy barrier for the reaction.