Type discrimination and concentration prediction towards ethanol using a machine learning–enhanced gas sensor array with different morphology-tuning characteristics

A simple microwave-assisted method was applied to synthesize zinc oxide (ZnO) with controllable hierarchical structures. In a surfactant-free solvent system, the hierarchical structure of the ZnO precursor can be regulated by the concentration of urea at normal temperature and pressure. Upon annealing, ZnO with different morphologies shows its unique response towards six kinds of gases. The response data were clustered and analyzed by principal...