“…Material scientists are devoting their efforts to the development of advanced carbon-based nanomaterials taking advantage of the characteristics of the pristine material and using different doping methods to enhance properties for different applications. 4,5 Examples of this and industrial applications can be found in many different fields, including composite fabrication, 6 (micro)electronics, [7][8][9][10] energy conversion devices, 11 biomedicine and health, 12,13 among others. Since the discovery of graphene and its extraordinary optical, electrical, mechanical and thermal properties, a variety of novel 2D materials have emerged trying to achieve similar characteristics with a sizable energy gap which will open the door to important applications in nanoelectronics.…”
Both at the academic and the industrial level, material scientists are exploring routes for mass production and functionalization of graphene, carbon nanotubes (CNT), carbon dots, 2D materials, and heterostructures of...
“…Material scientists are devoting their efforts to the development of advanced carbon-based nanomaterials taking advantage of the characteristics of the pristine material and using different doping methods to enhance properties for different applications. 4,5 Examples of this and industrial applications can be found in many different fields, including composite fabrication, 6 (micro)electronics, [7][8][9][10] energy conversion devices, 11 biomedicine and health, 12,13 among others. Since the discovery of graphene and its extraordinary optical, electrical, mechanical and thermal properties, a variety of novel 2D materials have emerged trying to achieve similar characteristics with a sizable energy gap which will open the door to important applications in nanoelectronics.…”
Both at the academic and the industrial level, material scientists are exploring routes for mass production and functionalization of graphene, carbon nanotubes (CNT), carbon dots, 2D materials, and heterostructures of...
A methodology for the structural analysis of graphene-related materials using parameterized principal component analysis (PCA), ideal for large-scale data treatment, is introduced. First, we review different aspects of Raman spectroscopy for structural and functional characterization of sp 2 -bonded carbon materials, which are important for understanding the problem. The parameterized PCA is then introduced and applied to 2 different scenarios: to identify different sp 2 carbon structures and to identify graphene samples with different numbers of layers. Automating these Raman spectroscopy analysis techniques is desired for large-scale industrial applications.
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