Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy

We developed three methods to retrieve depth temperature distribution from thermal-radiation spectra. We demonstrated the deep neural network approach, validated with both numerical and experimental data, achieves the best performance, enabling accurate depth-resolved temperature profiling.

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Publication Details

Published
2025-01-01
DOI
https://doi.org/10.1364/cleo_at.2025.jps100_80
Primary Topic
Infrared Thermography in Medicine
Type
article
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article

Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy

Yuzhe Xiao, Andreas Karpf, Dmitrii Shymkiv, Zhongyuan Wang et al.
Infrared Thermography in Medicine
article

Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy

Yuzhe Xiao, Andreas Karpf, Dmitrii Shymkiv, Zhongyuan Wang, Camila Nunez, Brigham Thornock
article en

Abstract

We developed three methods to retrieve depth temperature distribution from thermal-radiation spectra. We demonstrated the deep neural network approach, validated with both numerical and experimental data, achieves the best performance, enabling accurate depth-resolved temperature profiling.

Openalex Percentile: Top 62%
Infrared Thermography in Medicine
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Accurate Depth-Resolved Temperature Profiling via Thermal-Radiation Spectroscopy — Yuzhe Xiao, Andreas Karpf, et al. · (2025) | TGRS Research Map | TGRS