This document discusses a theoretical study of two-dimensional nanosheets, such as graphene, boron nitride, and MXenes, for gas sensing applications. It emphasizes the properties, advantages, and potential of these materials in effectively detecting various gases, highlighting their unique characteristics and the need for advanced gas sensors in combating pollution. The study reviews various research findings on the gas sensing capabilities of these nanosheets and suggests further exploration in this field.