The local density of states at the Fermi level increases with the adsorption of hydrogen molecules.

The Fermi level and conductivity have been recursively calculated under the electroneutrality condition, which are in fairly agreement with the experiment.

With the two dimensional electron gas model, considering the nonlinear shift of Fermi level with electron gas density, the DC output characteristics is calculated.