Concepedia

Machine learning-driven advanced development of carbon-based luminescent nanomaterials

Diva Addini Maghribi Muyassiroh, Fitri Aulia Permatasari, Ferry Iskandar

Journal of Materials Chemistry C · 2022 · 23 citations · 98 references

Concepts

Natural SciencesMaterials EngineeringMaterials ScienceMachine LearningNanomaterialsNanotechnologyCarbon NanomaterialsCarbon NanotubesLuminescent MaterialsMaterial ModelingNanomaterial CharacterizationNanomaterials SynthesisCarbon Quantum DotsCarbon-based NanomaterialsElectronic Properties Of Carbon NanomaterialsFunctionalized Carbon NanomaterialsLuminescent NanomaterialsOptical Properties Of Carbon Nanomaterials

Abstract

Machine learning has exhibited excellent performance in progressively accelerating the development of Carbon-based luminescent nanomaterials (CLNMs) in broad applications.

References

98

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

Data clustering: 50 years beyond K-means

Anil K. Jain · Pattern Recognition Letters · 2009 · 9.2K citations

Computing, Computer Science, Data Science +12

Electrophoretic Analysis and Purification of Fluorescent Single-Walled Carbon Nanotube Fragments

Xiaoyou Xu, Robert Ray, Yunlong Gu et al. · Journal of the American Chemical Society · 2004 · 5.2K citations

Natural Sciences, Biochemistry, Materials Science +17

Highly Photoluminescent Carbon Dots for Multicolor Patterning, Sensors, and Bioimaging

Shoujun Zhu, Qingnan Meng, Lei Wang et al. · Angewandte Chemie International Edition · 2013 · 3.7K citations

Natural Sciences, Chemistry, Materials Science +15

The photoluminescence mechanism in carbon dots (graphene quantum dots, carbon nanodots, and polymer dots): current state and future perspective

Shoujun Zhu, Yubin Song, Xiaohuan Zhao et al. · Nano Research · 2015 · 2.8K citations

Natural Sciences, Materials Engineering, Materials Science +17