Fluorescent graphene quantum dots-enhanced machine learning for the accurate detection and quantification of Hg<sup>2+</sup> and Fe<sup>3+</sup> in real water samples
Mauricio Llaver, Santiago D. Barrionuevo, Jorge M. Núñez, Agostina L. Chapana, Rodolfo G. Wuilloud, Myriam H. Aguirre, Francisco J. Ibáñez
Abstract
A combination of chemically functionalized-graphene quantum dots with a machine learning algorithm permits selectivity and accurate detection of Fe 3+ and Hg 2+ ions in real water samples.
Topics & Concepts
GrapheneQuantum dotFluorescenceSelectivityIonMaterials scienceNanotechnologyAnalytical Chemistry (journal)ChemistryPhysicsEnvironmental chemistryOpticsQuantum mechanicsOrganic chemistryCatalysisAdvanced biosensing and bioanalysis techniquesCarbon and Quantum Dots ApplicationsElectrochemical sensors and biosensors