Research output: Contribution to journal › Conference article › peer-review
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 contribution | Нейронные сети в решении дифференциальных уравнений |
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Original language | English |
Article number | 012008 |
Journal | Journal of Physics: Conference Series |
Volume | 2308 |
Issue number | 1 |
DOIs | |
State | Published - 1 Jul 2022 |
Event | The Twenty-second International Conference on Computational Mechanics and Modern Applied Software Systems - Duration: 4 Sep 2021 → 13 Sep 2021 |
ID: 88434527