Theoretical study of electrocatalytic processes including the Hydrogen Evolution Reaction (HER), Oxygen Evolution Reaction (OER), Oxygen Reduction Reaction (ORR), CO2 reduction (CO2RR), and nitrogen reduction (NRR) using MXenes, carbides, supported single atoms, and metallic and bimetallic systems as electrocatalysts.