High throughput screening with machine learning. - Oleksandr Gurbych; Maksym Druchok; Dzvenymyra Yarish; Sofiya Garkot (CoRR, 2020)

Ensembling machine learning models to boost molecular affinity prediction. - Maksym Druchok; Dzvenymyra Yarish; Sofiya Garkot; Tymofii Yu. Nikolaienko; Oleksandr Gurbych (Comput. Biol. Chem., 2021)

Advancing molecular graphs with descriptors for the prediction of chemical reaction yields. - Dzvenymyra Yarish; Sofiya Garkot; Oleksandr O. Grygorenko; Dmytro S. Radchenko; Yurii S. Moroz; Oleksandr Gurbych (J. Comput. Chem., 2023)

A Conversational Brain-Artificial Intelligence Interface. - Anja Meunier; Michal Robert Zák; Lucas Munz; Sofiya Garkot; Manuel Eder; Jiachen Xu; Moritz Grosse-Wentrup (CoRR, 2024)

Screen2AX: Vision-Based Approach for Automatic macOS Accessibility Generation. - Viktor Muryn; Marta Sumyk; Mariya Hirna; Sofiya Garkot; Maksym Shamrai (CoRR, 2025)