Ultra-sensitive detection of PFASs using surface enhanced Raman scattering and machine learning: a promising approach for environmental analysis
Joshua C. Rothstein, J. J. Cui, Yanjun Yang, Xianyan Chen, Yiping Zhao
Abstract
SERS combined with machine learning was employed using AgNR substrates. The method demonstrates high sensitivity and specificity in detecting and differentiating PFASs in water or methanol samples.
Topics & Concepts
Raman scatteringRaman spectroscopyMaterials scienceNanotechnologyArtificial intelligenceChemistryComputer scienceAnalytical Chemistry (journal)Environmental scienceEnvironmental chemistryPhysicsOpticsBiosensors and Analytical DetectionAdvanced Nanomaterials in CatalysisSARS-CoV-2 detection and testing