Pavel P. Demkin

Часть публикаций из профиля, по году от новых к старым. Это не полный список последних работ автора; работы без года — в конце.

• Non-Dispersive IR Gas Analyzer for Monitoring H2O and CO2 Fluxes by Eddy Covariance Method2025
• Estimation of Emissions From Metallurgical Plants Using Infrared Fourier Transform Spectroscopy2024
• A hybrid learning approach to better classify exhaled breath's infrared spectra: A noninvasive optical diagnosis for socially significant diseases2024
• Deep Learning for Type 1 Diabetes Mellitus Diagnosis Using Infrared Quantum Cascade Laser Spectroscopy2022 · аннотациясвернуть

  An estimated 10.5% of the world's population aged 20-79 years are currently living with diabetes in 2021. An urgent task is to develop a non-invasive express-diagnostics of diabetes with high accuracy. Type 1 diabetes…

• Numerical methods of spectral analysis of multicomponent gas mixtures and human exhaled breath2022
• Numerical techniques for infrared spectra analysis of organic and inorganic volatile compounds for biomedical applications2021 · аннотациясвернуть

  We consider the possibility of using a combination of machine and deep learning in the spectral analysis for multicomponent gas mixtures. The experimental setup consists of a quantum cascade laser with a tuning range of…

• Spectral analysis of human exhaled breath for early diagnosis of diseases using different machine learning methods2021
• Experimental setup and method for human breath analysis for the primary diagnosis of diseases2021