A. A. Isakov, A. Yu. Letova, E. V. Kustova, “Evaluation of the Vibrational Relaxation Time for Air Components Based on the FHO and FHO-FR Models”, Vestnik St.Petersb. Univ.Math., 59:2 (2026), 195
Xianying Chu, Wei Zhao, Hongjun Zhang, Jingying Wang, Song Fu, Shiyue Zhang, Chunhian Lee, “State-to-state approach in hypersonic thermochemical nonequilibrium flow simulations: a review”, Front. Chem., 14 (2026)
Sanjeev Kumar, Alessandro Munafò, Sung Min Jo, Marco Panesi, “Investigation of non-equilibrium phenomena in nitrogen RF inductively coupled plasma discharges: a state-to-state approach”, J. Phys. D: Appl. Phys., 58:2 (2025), 025204
Mahmoud Y. Shams, Zahraa Tarek, Ahmed M. Elshewey, “A novel RFE-GRU model for diabetes classification using PIMA Indian dataset”, Sci Rep, 15:1 (2025)
Savir Ali, Mohammad Ubaidullah Bokhari, Savita Gautam, Shahnwaz Afzal, Syed Kavish Ali, 2025 2nd Global AI Summit - International Conference on Artificial Intelligence and Emerging Technology (AI Summit), 2025, 786
P. G. Alimov, V. I. Gorikhovskii, “Analysis of Training Strategies for Finite Basis PINNs (FBPINNs)”, Moscow Univ. Phys., 80:S3 (2025), S977
A. A. Isakov, V. I. Gorikhovskii, M. Yu. Melnik, “Regression Models for Calculating State-to-State Coefficients of the Rate of Vibrational Energy Exchanges”, Vestnik St.Petersb. Univ.Math., 57:2 (2024), 226
Zarina Maksudova, Liia Shakurova, Elena Kustova, “Simulation of Shock Waves in Methane: A Self-Consistent Continuum Approach Enhanced Using Machine Learning”, Mathematics, 12:18 (2024), 2924
Z. M. Maksudova, A. S. Savelev, E. V. Kustova, “Prediction of State-to-State Dissociation Rate Coefficients Using Machine-Learning Algorithms”, Vestnik St.Petersb. Univ.Math., 57:4 (2024), 584
S. A. Pavlov, V. A. Istomin, “Application of Machine Learning Methods to Numerical Simulation of Hypersonic Flow”, Moscow Univ. Phys., 78:S1 (2023), S180
Yu. N. Voroshilova, V. A. Istomin, O. V. Kunova, E. V. Kustova, E. A. Nagnibeda, M. A. Rydalevskaya, “Scientific School of Nonequilibrium Aeromechanics at St. Petersburg State University”, Vestnik St.Petersb. Univ.Math., 56:3 (2023), 289
Ю. Н. Ворошилова, В. А. Истомин, О. В. Кунова, Е. В. Кустова, Е. А. Нагнибеда, М. А. Рыдалевская, “Научная школа неравновесной аэромеханики СПбГУ”, Вестник Санкт-Петербургского университета. Математика. Механика. Астрономия, 10:3 (2023), 406–456
В. И. Гориховский, Е. В. Кустова, “Нейросетевой подход к описанию колебательной кинетики углекислого газа”, Вестник Санкт-Петербургского университета. Математика. Механика. Астрономия, 9:4 (2022), 665–678; V. I. Gorikhovskii, E. V. Kustova, “Neural network approach in modelling vibrational kinetics of carbon dioxide”, Vestn. St. Petersbg. Univ., Math., 9:4 (2022), 434–442
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