Machine learning guided microwave-assisted quantum dot synthesis and an indication of residual H<sub>2</sub>O<sub>2</sub> in human teeth
Quan Xu, Yaoyao Tang, Peide Zhu, Weiye Zhang, Yuqi Zhang, Oliver Sanchez Solis, Travis Shihao Hu, Juncheng Wang
Abstract
after bleaching teeth. This work shows that the adopted ML methods have considerable advantages in guiding the synthesis of high-quality CDs, which could accelerate the development of other novel functional materials in energy, biomedical, and environmental remediation applications.
Topics & Concepts
Quantum yieldHydrogen peroxideQuantum dotMicrowaveResidualMaterials scienceFluorescenceComputer scienceDetection limitNanotechnologyYield (engineering)Process engineeringChemistryAlgorithmOpticsTelecommunicationsPhysicsComposite materialEngineeringOrganic chemistryChromatographyCarbon and Quantum Dots ApplicationsAdvanced biosensing and bioanalysis techniquesNanocluster Synthesis and Applications