“…In recent decades, the sustainable and scalable fabrication of surface-enhanced Raman scattering (SERS) substrates with high sensitivity and stability has been critical for the detection and imaging of analytes for applications in food safety, national defense, environmental monitoring, biological and biomedical fields, and many more. − To achieve a high-performance SERS substrate, a variety of novel materials ranging from noble metals (such as Au, Ag, and Cu), − ,− crystal/amorphous semiconductors, − and metal–organic frameworks to two-dimensional (2D) materials (e.g., graphene, boron nitride, and transition-metal carbides and/or nitrides (MXenes) − and transition-metal chalcogenides (TMDs)) have been successively explored since their discovery in 1974 by Fleischmann et al Among these materials, plasmonic structures assembled from Au or Ag nanoparticles have been substantially studied due to their ability to generate a localized surface plasmon resonance (LSPR) excited by an incident light on the plasmonic nanostructure, which occurs by an electromagnetic mechanism (EM) for SERS enhancement. , However, spontaneous aggregation and random dispersion of noble-metal nanoparticles lead to more than 50% signal fluctuation during detection at different times, which is almost impossible to use for quantitative analysis. , To address these challenges, emerging strategies have shifted from monodisperse noble-metal nanoparticles to the construction of large-area and highly SERS active nanoparticles via chemical modification or lithography techniques on the surface of rigid (e.g., silicon, quartz, glass) , or flexible materials , in a controlled way.…”