The paper considers the possibility of using neural networks in solving differential equations and systems. The paper investigates the influence of various basic neural network topologies, various optimizers, activation functions, fast access links and some heuristic methods on the quality of neural network training and the accuracy of solving the differential equation.

Translated title of the contributionНейронные сети в решении дифференциальных уравнений
Original languageEnglish
Article number012008
JournalJournal of Physics: Conference Series
Volume2308
Issue number1
DOIs
StatePublished - 1 Jul 2022
EventThe Twenty-second International Conference on Computational Mechanics and Modern Applied Software Systems -
Duration: 4 Sep 202113 Sep 2021

    Scopus subject areas

  • Physics and Astronomy(all)

ID: 88434527