Concepts and computational methods for the electrochemical interface and applications: Past, present, and future

•Presents brief historical background for theory in electrochemistry.•Outlines quantum chemical calculation approaches for electrochemical interface.•Discusses applications of theories to activation energies and reversible potentials.•Shows how electrode potential is introduced in the most current theory.•Suggests theory will have an increasingly important impact on electrochemistry.