Roadmap for Plasmonic Nanoparticle sensors: current progress, challenges and Future prospects

K Kant, R Beeram, LG Cabaleiro, Y Cao… - Nanoscale …, 2024 - pubs.rsc.org
Plasmonic nanoparticles (NPs) have played a significant role in the evolution of modern
nanoscience and nanotechnology in terms of colloidal synthesis, general understanding of …

Surface-Enhanced Raman Scattering-Based Multimodal Techniques: Advances and Perspectives

EX Tan, QZ Zhong, JR Ting Chen, YX Leong… - ACS …, 2024 - ACS Publications
Surface-enhanced Raman scattering (SERS) spectroscopy is a versatile molecular
fingerprinting technique with rapid signal readout, high aqueous compatibility, and …

Expanding the horizons of machine learning in nanomaterials to chiral nanostructures

V Kuznetsova, Á Coogan, D Botov… - Advanced …, 2024 - Wiley Online Library
Abstract Machine learning holds significant research potential in the field of nanotechnology,
enabling nanomaterial structure and property predictions, facilitating materials design and …

Surface-Enhanced Raman Scattering-Based Surface Chemotaxonomy: Combining Bacteria Extracellular Matrices and Machine Learning for Rapid and Universal …

SX Leong, EX Tan, X Han, I Luhung, NW Aung… - ACS …, 2023 - ACS Publications
Rapid, universal, and accurate identification of bacteria in their natural states is necessary
for on-site environmental monitoring and fundamental microbial research. Surface …

Machine-learning-enhanced fluorescent nanosensor based on carbon quantum dots for heavy metal detection

C Tian, Y Lee, Y Song, MR Elmasry… - ACS Applied Nano …, 2024 - ACS Publications
Fluorescent nanomaterials such as carbon quantum dots (CQDs) have been widely utilized
as optical nanosensors for the detection and imaging of chemical or biological species with …

High Spatiotemporal Precision Map** of Optical Nanosensor Array Using Machine Learning

C Tian, S Shin, Y Cho, Y Song, SY Cho - ACS sensors, 2024 - ACS Publications
Optical nanosensors, including single-walled carbon nanotubes (SWCNTs), provide real-
time spatiotemporal reporting at the single-molecule level within a nanometer-scale area …

A comprehensive review of nanosystems' multifaceted applications in catalysis, energy, and the environment

RO Afolabi - Journal of Molecular Liquids, 2024 - Elsevier
Nanosystems have emerged as pivotal players in diverse scientific domains, revolutionising
chemical processes, catalytic transformations, energy technologies, and environmental …

Multifunctional Dual Nano-MOF-Modified Decellularized Small Intestinal Submucosa Membrane Accelerates Healing of Infected Wound

WQ Zhang, F **ng, M Zhe, LP Huang… - … Applied Materials & …, 2024 - ACS Publications
The treatment of complex or chronic skin wounds caused by burns, trauma, surgery, and
genetic disorders has been a worldwide challenge. Small intestinal submucosa (SIS) is a …

Harnessing Cooperative Multivalency in Thioguanine for Surface‐Enhanced Raman Scattering (SERS)‐Based Differentiation of Polyfunctional Analytes Differing by a …

LBT Nguyen, EX Tan, SX Leong… - Angewandte Chemie …, 2024 - Wiley Online Library
Small‐molecule receptors are increasingly employed to probe various functional groups for
(bio) chemical analysis. However, differentiation of polyfunctional analogs sharing multiple …

Machine learning techniques for improving nanosensors in agroenvironmental applications

CL Arellano Vidal, JE Govan - Agronomy, 2024 - mdpi.com
Nanotechnology, nanosensors in particular, has increasingly drawn researchers' attention in
recent years since it has been shown to be a powerful tool for several fields like mining …