Optical Fingerprint Classification of Single Upconversion Nanoparticles by Deep Learning

Full-field fluorescence lifetime dual-comb microscopy using spectral mapping and frequency multiplexing of dual-comb optical beats

(2021) T. Mizuno et al.   Science Advances

Digital Duplex Homogeneous Immunoassay by Counting Immunocomplex Labeled with Quantum Dots

(2021) Xiaojun Liu et al.   ANALYTICAL CHEMISTRY

Dual-color graphene quantum dots and carbon nanoparticles biosensing platform combined with Exonuclease III-assisted signal amplification for simultaneous detection of multiple DNA targets

(2021) Song Wang et al.   ANALYTICA CHIMICA ACTA

Preselectable Optical Fingerprints of Heterogeneous Upconversion Nanoparticles

(2021) Jiayan Liao et al.   NANO LETTERS

Helix Shape Power-Dependent Properties of Single Upconversion Nanoparticles

(2020) Jiayan Liao et al.   Journal of Physical Chemistry Letters

Lanthanide-activated nanoconstructs for optical multiplexing

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Lifetime-Engineered Phosphorescent Carbon Dots-in-Zeolite Composites for Naked-Eye Visible Multiplexing

(2020) Xiaowei Yu et al.   CCS Chemistry

Pushing the limits of optical information storage using deep learning

(2019) Peter R. Wiecha et al.   Nature Nanotechnology

Multicolor quantum dot nanobeads for simultaneous multiplex immunochromatographic detection of mycotoxins in maize

(2019) Hong Duan et al.   SENSORS AND ACTUATORS B-CHEMICAL

Optimal machine learning models for robust materials classification using ToF-SIMS data

(2019) Robert M.T. Madiona et al.   APPLIED SURFACE SCIENCE

Identification and classification of materials using machine vision and machine learning in the context of industry 4.0

(2019) Durga Prasad Penumuru et al.   JOURNAL OF INTELLIGENT MANUFACTURING

Rapid identification of pathogenic bacteria using Raman spectroscopy and deep learning

(2019) Chi-Sing Ho et al.   Nature Communications

Lifetime-Encoded Infrared-Emitting Nanoparticles for in Vivo Multiplexed Imaging

(2018) Dirk H. Ortgies et al.   ACS Nano

Learning atoms for materials discovery

(2018) Quan Zhou et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

High-throughput discovery of organic cages and catenanes using computational screening fused with robotic synthesis

(2018) R. L. Greenaway et al.   Nature Communications

The Quest for Optical Multiplexing in Bio-discoveries

(2018) Gungun Lin et al.   Chem

Ligation-rolling circle amplification on quantum dot-encoded microbeads for detection of multiplex G-quadruplex-forming sequences

(2018) Xiaojun Qu et al.   ANALYTICAL CHEMISTRY

Controlling an organic synthesis robot with machine learning to search for new reactivity

(2018) Jarosław M. Granda et al.   NATURE

Machine learning phases of matter

(2017) Juan Carrasquilla et al.   Nature Physics

Binary temporal upconversion codes of Mn2+-activated nanoparticles for multilevel anti-counterfeiting

(2017) Xiaowang Liu et al.   Nature Communications

Upconversion Nanoparticles-Encoded Hydrogel Microbeads-Based Multiplexed Protein Detection

(2017) Swati Shikha et al.   Nano-Micro Letters

Orthogonal Multiplexed Luminescence Encoding with Near-Infrared Rechargeable Upconverting Persistent Luminescence Composites

(2017) Lidan Hu et al.   Advanced Optical Materials

Upconversion Nanoparticles-Encoded Hydrogel Microbeads-Based Multiplexed Protein Detection

(2017) Swati Shikha et al.   Nano-Micro Letters

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Design of efficient molecular organic light-emitting diodes by a high-throughput virtual screening and experimental approach

(2016) Rafael Gómez-Bombarelli et al.   NATURE MATERIALS

Big–deep–smart data in imaging for guiding materials design

(2015) Sergei V. Kalinin et al.   NATURE MATERIALS

How to represent crystal structures for machine learning: Towards fast prediction of electronic properties

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On-the-fly decoding luminescence lifetimes in the microsecond region for lanthanide-encoded suspension arrays

(2014) Yiqing Lu et al.   Nature Communications

Tunable lifetime multiplexing using luminescent nanocrystals

(2013) Yiqing Lu et al.   Nature Photonics

Fluorescence Upconversion Microbarcodes for Multiplexed Biological Detection: Nucleic Acid Encoding

(2011) Fan Zhang et al.   ADVANCED MATERIALS

Non-blinking and photostable upconverted luminescence from single lanthanide-doped nanocrystals

(2009) S. Wu et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Quantum Dot Nanobarcodes: Epitaxial Assembly of Nanoparticle−Polymer Complexes in Homogeneous Solution

(2008) Jian Yang et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Machine learning approach for structure-based zeolite classification

(2008) D. Andrew Carr et al.   MICROPOROUS AND MESOPOROUS MATERIALS

A new solution for automatic microstructures analysis from images based on a backpropagation artificial neural network

(2008) Victor Hugo C. de Albuquerque et al.   Nondestructive Testing and Evaluation