The conductivity of a material is heavily influenced by its band structure, particularly the effective mass of charge carriers and the bandgap. A narrow bandgap or highly dispersed conduction . This method provides critical insights into how doping, strain, and adsorption of molecules impact the transport properties of 2D materials, making it an essential tool for designing materials for nanoelectronics, thermoelectrics, and optoelectronic applications. Furthermore, the electrical conductivity of the system investigated in this study was evaluated using the semi-classical Boltzmann transport theory within the constant relaxation time approximation (CRTA). This method reliably estimates charge transport properties by considering the electronic band structure. The conductivity is determined using the following equation: