Surface modification of tungsten oxide by oxygen vacancies for hydrogen adsorption

•A model was developed to quantify the hydrogen adsorption of tungsten oxide.•Effect of oxygen vacancies on surface activity was disclosed by calculations.•Mechanisms of surface modification for enhancement of H adsorption were revealed.•A new approach was proposed to design excellent gas-sensitive metal oxide materials.