Janus MoSiGeN4 monolayer displays distinctive mechanical stability and excessive electron mobility, which makes it a promising channel candidate for field-effect transistors (FETs). Nonetheless, the excessive Schottky barrier on the contact interface would restrict the provider injection effectivity and degrade the machine’s efficiency. Herein, utilizing density practical concept calculations and machine studying strategies, we investigated the interfacial properties of Janus MoSiGeN4 monolayer and metallic electrode contacts. The outcomes demonstrated that the n-type/p-type Schottky and n-type Ohmic contacts will be realized in metallic/MoSiGeN4 by altering the built-in electrical dipole orientation of MoSiGeN4. Particularly, the contact sort of Cu/MoSiGeN4 (Au/MoSiGeN4) transfers from n-type Schottky (p-type Schottky) contact to n-type Ohmic (n-type Schottky) contact when the contact aspect of MoSiGeN4 switches from Si-N to Ge-N. As well as, the Fermi stage pinning (FLP) impact of metallic/MoSiGeN4 with Si-N aspect is weaker than that of metallic/MoSiGeN4 with Ge-N aspect as a result of impact of intrinsic dipole and interface dipole. It highlights {that a} simplified mathematical expression ΔV/WM is developed to explain the Schottky barrier top in metallic/MoSiGeN4 interfaces utilizing the machine studying technique. These findings supply invaluable steerage for the design and growth of high-performance Janus MoSiGeN4-based digital gadgets.
