Based on vibration analysis,single-layered graphene sheet(SLGS)with multiple attached nanoparticles is developed as nanoscale mass sensor in thermal environments.Graphene sensors are assumed to be in simplysupported configuration.Based on the nonlocal plate theory which incorporates size efects into the classical theory,closed-form expressions for the frequencies and relative frequency shifts of SLGS-based mass sensor are derived using the Galerkin method.The suggested model is justified by a good agreement between the results given by the present model and available data in literature.The efects of temperature diference,nonlocal parameter,the location of the nanoparticle and the number of nanoparticles on the relative frequency shift of the mass sensor are also elucidated.The obtained results show that the sensitivity of the SLGSbased mass sensor increases with increasing temperature difference. Based on vibration analysis, single-layered graphene sheet (SLGS) with multiple attached nanoparticles is developed as nanoscale mass sensor in thermal environments. Graphene sensors are assumed to be simply supported configuration configuration. Based on the nonlocal plate theory which incorporates size efects into the classical theory, closed-form expressions for the frequencies and relative frequency shifts of SLGS-based mass sensor are derived using the Galerkin method. The suggested model is justified by a good agreement between the results given by the present model and available data in literature. efects of temperature diference, nonlocal parameter, the location of the nanoparticle and the number of nanoparticles on the relative frequency shift of the mass sensor are also elucidated. The obtained results show that the sensitivity of the SLGSbased mass sensor increases with increasing temperature difference.