Use of machine learning with temporal photoluminescence signals from cdte quantum dots for temperature measurement in microfluidic devices

C Lewis, JW Erikson, DA Sanchez… - ACS applied nano …, 2020 - ACS Publications
Because of the vital role of temperature in many biological processes studied in microfluidic
devices, there is a need to develop improved temperature sensors and data analysis …

CdSe/ZnS quantum dot fluorescence spectra shape-based thermometry via neural network reconstruction

T Munro, L Liu, C Glorieux, H Ban - Journal of Applied Physics, 2016 - pubs.aip.org
As a system of interest gets small, due to the influence of the sensor mass and heat leaks
through the sensor contacts, thermal characterization by means of contact temperature …

Improving the Accuracy of Carbon Dot Temperature Sensing Using Multi-Dimensional Machine Learning

A Döring, Y Qiu, AL Rogach - ACS Applied Nano Materials, 2024 - ACS Publications
Optical sensing methods offer a convenient noncontact approach to monitor different
environmental parameters with a high spatial resolution and fast response times …

Single quantum dots as local temperature markers

S Li, K Zhang, JM Yang, L Lin, H Yang - Nano letters, 2007 - ACS Publications
This work describes noncontact, local temperature measurements using wavelength shifts of
CdSe quantum dots (QDs). Individual QDs are demonstrated to be capable of sensing …

[PDF][PDF] High‐sensitivity fluorescence lifetime thermal sensing based on CdTe quantum dots

P Haro‐González, L Martínez‐Maestro, IR Martín… - Small, 2012 - researchgate.net
P. Haro-González, L. Martínez-Maestro, IR Martín, J. García-Solé, and D. Jaque*
sensing”.[15] Among all of them, the use of the so-called fluorescent nano-thermometers …

Temperature‐dependent exciton and trap‐related photoluminescence of CdTe quantum dots embedded in a NaCl matrix: implication in thermometry

S Kalytchuk, O Zhovtiuk, SV Kershaw, R Zbořil… - Small, 2016 - Wiley Online Library
Temperature‐dependent optical studies of semiconductor quantum dots (QDs) are
fundamentally important for a variety of sensing and imaging applications. The steady‐state …

[PDF][PDF] CdTe quantum dots as nanothermometers: towards highly sensitive thermal imaging

LM Maestro, C Jacinto, UR Silva, F Vetrone… - small, 2011 - academia.edu
Laura M. Maestro, Carlos Jacinto, Ueslen R. Silva, Fiorenzo Vetrone, John A. Capobianco,
Daniel Jaque,* and José García Solé nanoparticles whose luminescence properties are …

Use of CdTe quantum dots for high temperature thermal sensing

Y Li, BQ Li - Rsc Advances, 2014 - pubs.rsc.org
An optical-thermal experimental system, in which CdTe quantum dots (QDs) were used as
thermal sensors, is developed for micro-electromechanical system (MEMS) temperature …

Dual-emitting quantum dot/quantum rod-based nanothermometers with enhanced response and sensitivity in live cells

AE Albers, EM Chan, PM McBride… - Journal of the …, 2012 - ACS Publications
Temperature is a key parameter in physiological processes, and probes able to detect small
changes in local temperature are necessary for accurate and quantitative physical …

Machine learning for analysis of time-resolved luminescence data

N Đorđević, JS Beckwith, M Yarema, O Yarema… - ACS …, 2018 - ACS Publications
Time-resolved photoluminescence is one of the most standard techniques to understand
and systematically optimize the performance of optical materials and optoelectronic devices …