Using Recurrent Neural Networks to Reconstruct Temperatures from Simulated Fluorescent Data for Use in Bio-microfluidics

Polarity-Independent Temperature-Induced Reversible Fluorescence Switching of Organic Nanoparticles: Application to Intracellular Temperature Imaging

(2023) Rikitha S. Fernandes et al.   ACS Applied Nano Materials

Towards accurate real-time luminescence thermometry: An automated machine learning approach

(2023) Emanuel P. Santos et al.   SENSORS AND ACTUATORS A-PHYSICAL

Predicting Density and Viscosity for Liquid Metals and Alloys Using Machine Learning

(2022) Lei Gan   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Scientific Machine Learning Through Physics–Informed Neural Networks: Where we are and What’s Next

(2022) Salvatore Cuomo et al.   JOURNAL OF SCIENTIFIC COMPUTING

Core–Shell NaYF4:Yb3+/Tm3+@NaGdF4:Ce3+/Eu3+ Nanoparticles for Upconversion and Downconversion Dual-Mode Fluorescence-Based Temperature Sensing

(2022) Mingzhou Meng et al.   ACS Applied Nano Materials

U-Net applied to retrieve two-dimensional temperature and CO2 concentration fields of laminar diffusion flames

(2022) Hongxu Li et al.   FUEL

Demonstration of Neural Networks to Reconstruct Temperatures from Simulated Fluorescent Data Toward Use in Bio-microfluidics

(2022) Jacob Kullberg et al.   INTERNATIONAL JOURNAL OF THERMOPHYSICS

Fluorescent Polymer Carbon Dots for the Sensitive–Selective Sensing of Fe3+ Metal Ions and Cellular Imaging

(2022) Chumki Dalal et al.   ACS Applied Nano Materials

Review of Mn-Doped Semiconductor Nanocrystals for Time-Resolved Luminescence Biosensing/Imaging

(2022) Benjamin Sreenan et al.   ACS Applied Nano Materials

Physics-Informed Neural Networks for Heat Transfer Problems

(2021) Shengze Cai et al.   JOURNAL OF HEAT TRANSFER-TRANSACTIONS OF THE ASME

Machine learning-assited optical thermometer for continuous temperature analysis inside molten metal

(2021) Jingjing Qian et al.   SENSORS AND ACTUATORS A-PHYSICAL

Development of the fluorescent carbon nanosensor for pH and temperature of liquid media with artificial neural networks

(2021) O.E. Sarmanova et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Spatially and optically tailored 3D printing for highly miniaturized and integrated microfluidics

(2021) Jose L. Sanchez Noriega et al.   Nature Communications

Luminescent Yttrium Oxide Nanosheets for Temperature Sensing

(2021) Junyi Li et al.   ACS Applied Nano Materials

On the application of neural networks for temperature field measurements using thermochromic liquid crystals

(2020) Sebastian Moller et al.   EXPERIMENTS IN FLUIDS

Machine learning applied to retrieval of temperature and concentration distributions from infrared emission measurements

(2019) Tao Ren et al.   APPLIED ENERGY

Prediction of turbulent heat transfer using convolutional neural networks

(2019) Junhyuk Kim et al.   JOURNAL OF FLUID MECHANICS

Microfluidics as an Enabling Technology for Personalized Cancer Therapy

(2019) Lukas Mathur et al.   Small

Microscale two-dimensional (2D) temperature mapping by ratiometric fluorescence imaging under orthogonal excitations

(2018) Chen Chen et al.   EXPERIMENTAL THERMAL AND FLUID SCIENCE

Reconstruction for limited-data nonlinear tomographic absorption spectroscopy via deep learning

(2018) Jianqing Huang et al.   JOURNAL OF QUANTITATIVE SPECTROSCOPY & RADIATIVE TRANSFER

Midwave FTIR-Based Remote Surface Temperature Estimation Using a Deep Convolutional Neural Network in a Dynamic Weather Environment

(2018) Sungho Kim et al.   Micromachines

Sensing with Photoluminescent Semiconductor Quantum Dots

(2018) Margaret Chern et al.   Methods and Applications in Fluorescence

Thermophysical properties of thin fibers via photothermal quantum dot fluorescence spectral shape-based thermometry

(2017) Troy Munro et al.   INTERNATIONAL JOURNAL OF HEAT AND MASS TRANSFER

Custom 3D printer and resin for 18 μm × 20 μm microfluidic flow channels

(2017) Hua Gong et al.   LAB ON A CHIP

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

(2016) Troy Munro et al.   JOURNAL OF APPLIED PHYSICS

Wideband fluorescence-based thermometry by neural network recognition: Photothermal application with 10 ns time resolution

(2015) Liwang Liu et al.   JOURNAL OF APPLIED PHYSICS

Microfluidic platforms employing integrated fluorescent or luminescent chemical sensors: a review of methods, scope and applications

(2015) Simon A Pfeiffer et al.   Methods and Applications in Fluorescence

Fluorescence spectra shape based dynamic thermometry

(2014) Liwang Liu et al.   APPLIED PHYSICS LETTERS

Nanometre-scale thermometry in a living cell

(2013) G. Kucsko et al.   NATURE

Mapping three-dimensional temperature in microfluidic chip

(2013) Jinbo Wu et al.   Scientific Reports

High-Temperature Luminescence Quenching of Colloidal Quantum Dots

(2012) Yiming Zhao et al.   ACS Nano

DNA-mounted self-assembly: New approaches for genomic analysis and SNP detection

(2010) Elena V. Bichenkova et al.   Biochimica et Biophysica Acta-Gene Regulatory Mechanisms