Keywords: neural networks, machine learning, deep learning, differential equations
Subject:
Deep Learning, Machine Learning, Fractional Differential Equations
Main publications:
D. K. Zatsepin, “L1-approksimatsiya so stepennoi funktsiei graduirovaniya dlya drobnykh differentsialnykh uravnenii s singulyarnymi vozmuscheniyami”, Sistemy upravleniya, slozhnye sistemy: modelirovanie, ustoichivost, stabilizatsiya, intellektualnye tekhnologii, Materialy X Mezhdunarodnoi nauchno-prakticheskoi konferentsii, posvyaschennoi 105-letiyu so dnya rozhdeniya professora A.A. Shestakova (Elets, 17–18 aprelya 2025 goda), Eletskii gosudarstvennyi universitet im. I.A. Bunina, Elets, 2025, 48–54
D. K. Zatsepin, I. V. Ionova, “Adaptivnyi neirosetevoi kontroller dlya upravleniya letatelnym apparatom v khaoticheskikh turbulentnykh usloviyakh”, Differentsialnye uravneniya i matematicheskoe modelirovanie, mezhvuzovskii sbornik nauchnykh trudov, Ryazanskii gosudarstvennyi universitet imeni S.A. Esenina, Ryazan, 2024, 48–52
D. K. Zatsepin, “Primenenie teoremy o zamknutom grafike k analizu ustoichivosti rekurrentnykh neironnykh setei”, Ufimskaya osennyaya matematicheskaya shkola - 2024, Materialy mezhdunarodnoi nauchnoi konferentsii. V 2-kh tomakh (Ufa, 02–05 oktyabrya 2024 goda), OOO "Aeterna", Ufa, 2024, 83–85
D. K. Zatsepin, “Izmenenie masshtabov vremeni kak osnova arkhitektury neironnoi seti dlya prognozirovaniya vremennykh ryadov”, Sovremennye tekhnologii v nauke i obrazovanii - STNO-2023, Sbornik trudov VI mezhdunarodnogo nauchno-tekhnicheskogo foruma. V 10-ti tomakh (Ryazan, 01–03 marta 2023 goda), ò. 4, ðåä. O. V. Milovzorov, Ryazanskii gosudarstvennyi radiotekhnicheskii universitet im. V.F. Utkina, Ryazan, 2023, 176–179
D. K. Zatsepin, “Veroyatnostnyi podkhod k prognozirovaniyu mnogomernykh vremennykh ryadov s pomoschyu generativno-sostyazatelnykh setei”, Novye informatsionnye tekhnologii v nauchnykh issledovaniyakh, Materialy XKhVII Vserossiiskoi nauchno-tekhnicheskoi konferentsii studentov, molodykh uchenykh i spetsialistov. V 2-kh tomakh (Ryazan, 07–09 dekabrya 2022 goda), ò. 1, Ryazanskii gosudarstvennyi radiotekhnicheskii universitet im. V.F. Utkina, Ryazan, 2022, 108–110
