Publications
Talk · International Conference on Engineering & MIS · August 23, 2020
Using of Machine Learning algorithm and Spectral method for simulation of Nonlinear Wave Equation
Marat Nurtas, Aizhan Ydyrys, Aizhan Altaibek
Abstract
This article is devoted to the description of a nonlinear partial differential equation, known as the Korteweg-de Vries equation (KdV) [1]-[3]. To solve this equation numerically, we used a spectral method using a fast Fourier transform. In conclusion, we compared the numerical solution using the spectral method and the solution using machine learning.
Nonlinear Waves and SolitonsNumerical Solvers for Ordinary Differential EquationsModel Reduction and Neural NetworksKorteweg-de Vries equationnonlinear wave equationsspectral methods
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