Qualitative and quantitative identification of components in mixture by terahertz spectroscopy

Y Peng, C Shi, M Xu, T Kou, X Wu… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
Typical methods for the analysis of mixture components include multiple linear regression,
partial linear squares, and artificial neural network. However, these methods need large …

Component analysis of chemical mixtures using terahertz spectroscopic imaging

Y Watanabe, K Kawase, T Ikari, H Ito, Y Ishikawa… - Optics …, 2004 - Elsevier
We demonstrate the possibility of inspection of chemical mixtures by terahertz (THz)
spectroscopic imaging using known spectral data of the pure chemical components. This …

Component spectra extraction and quantitative analysis for preservative mixtures by combining terahertz spectroscopy and machine learning

H Yan, W Fan, X Chen, H Wang, C Qin… - Spectrochimica Acta Part A …, 2022 - Elsevier
Preservatives are universally used in synergistic combination to enhance antimicrobial
effect. Identify compositions and quantify components of preservatives are crucial steps in …

Terahertz imaging diagnostics of cancer tissues with a chemometrics technique

S Nakajima, H Hoshina, M Yamashita, C Otani… - Applied Physics …, 2007 - pubs.aip.org
Terahertz spectroscopic images of paraffin-embedded cancer tissues have been measured
by a terahertz time domain spectrometer. For the systematic identification of cancer tumors …

Terahertz identification and quantification of neurotransmitter and neurotrophy mixture

Y Peng, X Yuan, X Zou, W Chen, H Huang… - Biomedical optics …, 2016 - opg.optica.org
Terahertz spectroscopy has been widely used for investigating the fingerprint spectrum of
different substances. For cancerous tissues, the greatest difficulty is the absorption peaks of …

Optical characterization of the principal hydrocarbon components in natural gas using terahertz spectroscopy

LN Ge, HL Zhan, WX Leng, K Zhao, LZ Xiao - Energy & Fuels, 2015 - ACS Publications
A rapid technique is necessary to detect the natural gas which is a more and more
significant fuel resource in modern industry. Terahertz (THz) technique was employed in this …

Quantitative analysis of terahertz spectra for illicit drugs using adaptive-range micro-genetic algorithm

Y Chen, Y Ma, Z Lu, B Peng, Q Chen - Journal of Applied Physics, 2011 - pubs.aip.org
In the field of anti-illicit drug applications, many suspicious mixture samples might consist of
various drug components—for example, a mixture of methamphetamine, heroin, and …

Identification of biomolecules by terahertz spectroscopy and fuzzy pattern recognition

T Chen, Z Li, W Mo - Spectrochimica Acta Part A: Molecular and …, 2013 - Elsevier
An approach for automatic identification of terahertz (THz) spectra of biomolecules is
proposed based on principal component analysis (PCA) and fuzzy pattern recognition in this …

Chemometrics applied to quantitative analysis of ternary mixtures by terahertz spectroscopy

J El Haddad, F de Miollis, J Bou Sleiman… - Analytical …, 2014 - ACS Publications
Chemometrics was applied to qualitative and quantitative analyses of terahertz spectra
obtained in transmission mode. A series of mixtures of three pure analytes, namely, citric …

Application of machine learning to terahertz spectroscopic imaging of reagents hidden by thick shielding materials

K Murate, H Kanai, K Kawase - IEEE Transactions on Terahertz …, 2021 - ieeexplore.ieee.org
We achieved high identification accuracy of reagents hidden by thick shielding materials, by
combining injection-seeded terahertz (THz) wave parametric generator measurements and …