Machine learning guided microwave-assisted quantum dot synthesis and an indication of residual H<sub>2</sub>O<sub>2</sub> in human teeth-Reference-Cited by-同舟云学术

Machine learning guided microwave-assisted quantum dot synthesis and an indication of residual H₂O₂ in human teeth

Published:2022 Issue:37 Volume:14 Page:13771-13778
ISSN:2040-3364
Container-title:Nanoscale
language:en
Short-container-title:Nanoscale

Author:

Xu Quan¹^ORCID,Tang Yaoyao¹,Zhu Peide¹,Zhang Weiye¹,Zhang Yuqi¹,Solis Oliver Sanchez²,Hu Travis Shihao²,Wang Juncheng³

Affiliation:

1. State Key Laboratory of Heavy Oil Processing, China University of Petroleum (Beijing), Beijing 102249, China

2. Department of Mechanical Engineering, California State University, Los Angeles, California, 90032, USA

3. Institute of Stomatology, First Medical Center, Chinese PLA General Hospital, Beijing 100853, China

Abstract

Machine learning approach was employed to guide the fabrication of blue carbon dots(CDs) with excellent result. The quantum yield of the CDs can increase up to 200% and can be used as fluorescent probes for bleaching teeth H2O2 detection.

Funder

Military Health System

National Science Foundation

Natural Science Foundation of Beijing Municipality

National Natural Science Foundation of China

Publisher

Royal Society of Chemistry (RSC)

Subject

General Materials Science

Link

http://pubs.rsc.org/en/content/articlepdf/2022/NR/D2NR03718A

Reference62 articles.

1. “On/off/on” hydrogen-peroxide sensor with hemoglobin-functionalized carbon dots

2. Improved sensing response of photo activated ZnO thin film for hydrogen peroxide detection

3. Advanced Oxidation of Trace Organics in Water by Hydrogen Peroxide Solar Photolysis

4. A functional glycoprotein competitive recognition and signal amplification strategy for carbohydrate–protein interaction profiling and cell surface carbohydrate expression evaluation

5. High-performance liquid chromatography method for determination of hydrogen peroxide in aqueous solution and application to simulated Martian soil and related materials

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