Geometry optimization method versus predictive ability in QSPR modeling for ionic liquids. - Anna Rybinska; Anita Sosnowska; Maciej Barycki; Tomasz Puzyn (J. Comput. Aided Mol. Des., 2016)

ILPC: simple chemometric tool supporting the design of ionic liquids. - Maciej Barycki; Anita Sosnowska; Magdalena Piotrowska; Piotr Urbaszek; Anna Rybinska; Monika Grzonkowska; Tomasz Puzyn (J. Cheminformatics, 2016)

Multi-Objective Genetic Algorithm (MOGA) As a Feature Selecting Strategy in the Development of Ionic Liquids' Quantitative Toxicity-Toxicity Relationship Models. - Maciej Barycki; Anita Sosnowska; Karolina Jagiello; Tomasz Puzyn (J. Chem. Inf. Model., 2018)

Hybrid Machine Learning and Experimental Studies of Antiviral Potential of Ionic Liquids against P100, MS2, and Phi6. - Szymon Zdybel; Anita Sosnowska; Dominika Kowalska; Julia Sommer; Beate Conrady; Patrick Mester; Maciej Gromelski; Tomasz Puzyn (J. Chem. Inf. Model., 2024)