Courseworks
Oleg Gontar
Comparative evaluation of AMDIS and MS-DIAL for automated processing of GC-MS data
Scientific Advisor: A.S. Samokhin
2026
Yan Nikolaenko
Machine learning-based differentiation of nitrogen-containing aromatic compounds and polycyclic aromatic hydrocarbons using electron ionization mass spectrometry data
Scientific Advisor: A.S. Samokhin
2026
Veronika Ozerova
Determination of the number of chemical components by analyzing chromatographic profiles extracted from GC-MS data using the MCR-ALS method
Scientific Advisor: A.S. Samokhin
2025
Sergey Varakin
Predicting chemical compound classes from electron ionization mass spectra using machine learning: alkanes, alcohols, and alkylbenzenes
Scientific Advisor: A.S. Samokhin
2024
Ivan Burov
Application of near-infrared spectroscopy and multivariate regression to determine adulterant content in sports nutrition
Scientific Advisor: A.S. Samokhin
2023
Matvey Sukmanov
The use of low-resolution mass spectrometry for molecular formula assignment
Scientific Advisor: A.S. Samokhin
2023
Mark Shnayder
Application of machine learning methods to determine the number of trimethylsilyl groups from an electron ionization mass spectrum
Scientific Advisor: A.S. Samokhin
2023
Anastasiia Grebenkina
Determination of wheat flour adulteration with chalk powder using near-infrared spectroscopy
Scientific Advisor: A.S. Samokhin
2022
Ivan Pikulin
Effect of initial estimates for MCR-ALS on gas chromatography/mass spectrometry data processing
Scientific Advisor: A.S. Samokhin
2022
Artem Savchenko
Prediction of gas chromatography retention indices using linear machine learning methods
Scientific Advisor: A.S. Samokhin
2022
Alexandra Zakharkina
Replication and evaluation of analytical characteristics of an open-source colorimeter
Scientific Advisor: A.S. Samokhin
2021
Maxim Yablonsky
Selection of the optimal parameters of the Savitsky-Golay filter for smoothing chromatographic peaks
Scientific Advisor: A.S. Samokhin
2021
Maya Bosykh
Comparison of chromatographic peak shapes recorded in replicate experiments
Scientific Advisor: A.S. Samokhin
2021