Graphene has been widely and extensively used in mass sensing applications. The present study focused on exploring the use of single-layer graphene (SLG) and double-layer graphene (DLG) as sensing devices. The dynamic analysis of SLG and DLG with different boundary conditions (BDs) and length was executed using the atomistic finite element method (AFEM). SLG and DLG sheets were modelled and considered as a space–frame structure similar to a 3D beam. Spring elements (Combin14) were used to identify the interlayer interactions between two graphene layers in the DLG sheet due to the van der Waals forces. Simulations were carried out to visualize the behavior of the SLG and DLG subjected to different BDs and when used as mass sensing devices. The variation in frequency was noted by changing the length and applied mass of the SLGs and DLGs. The quantity of the frequency was found to be highest in the armchair SLG (6, 6) for a 50 nm sheet length and lowest in the chiral SLG (16, 4) for a 20 nm sheet length in the bridged condition. When the mass was 0.1 Zg, the frequency for the zigzag SLG (20, 0) was higher in both cases. The results show that the length of the sheet and the various mass values have a significant impact on the dynamic properties. The present research will contribute to the ultra-high frequency nano-resonance applications.

Because of major developments in fundamental research and industrial applications, graphene's mass and low-cost production have become a vital step toward its real-world uses. Graphene, a one-atom-thick carbon crystal with a unique set of physical and chemical properties comprising extreme mechanical behaviour with excellent electrical and thermal conductivity, is emerging as a serious contender to replace many traditional materials in a variety of applications. Graphene has the potential to improve the performance, functionality, and durability of a broad spectrum of applications, but its commercialization will require more study. Applications and emerging techniques for the production of graphene have been investigated in this study. To increase the use of graphene, its current limitations must be solved expeditiously to improve its performance. In terms of applications, graphene's advantages have expanded its use in both electroanalytical and electrochemical sensors. This review paper highlights the most important experimental successes in graphene material manufacturing, as well as its changing characteristics in connection to smart applications. We explore how graphene may be successfully integrated directly into devices, enabling a wide range of applications such as transparent electrodes, photovoltaics, thermoelectricity, 3D printing, and applications in biomedical and bioimaging devices. Graphene's prospects are also explored and discussed.

: MWCNTs are elongated cylindrical nanoobjects made of sp2 carbon. They have a diameter of 3–30 nm and can grow to be several centimetres long. Therefore, their aspect ratio can range between 10 to 10 million. Carbon nanotubes are the foundation of nanotechnology. It is an exceptionally fascinating material. CNTs possess excellent properties, such as mechanical, electrical, thermal, high adsorption, outstanding stiffness, high strength and low density with a high aspect ratio. These properties can be useful in the fabrication of revolutionary smart nanomaterials. The demand for lighter and more robust nanomaterials in different applications of nanotechnology is increasing every day. Various synthesis techniques for the fabrication of MWCNTs, such as CVD, arc discharge, flame synthesis, laser ablation, and spray pyrolysis, are discussed in this review article, as are their recent applications in a variety of significant fields. The first section presents a brief introduction of CNTs, and then the descriptions of synthesis methods and various applications of MWCNTs in the fields of energy storage and conversion, biomedical, water treatment, drug delivery, biosensors, bucky papers and resonance-based biosensors are provided in the second section. Due to their improved electrical, mechanical, and thermal properties, MWCNTs have been extensively used in the manufacturing and deployment of flexible sensors.