Data-driven wave solutions of (2+1)-dimensional nonlinear dispersive long wave equation by deep learning
DOI10.1016/j.cnsns.2023.107688OpenAlexW4388776256MaRDI QIDQ6189431
Qian Liu, Kebing Li, Yu-Qian Zhou, Shengning Zhang
Publication date: 8 February 2024
Published in: Communications in Nonlinear Science and Numerical Simulation (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1016/j.cnsns.2023.107688
periodic wave solutionssolitary wave solutionsmultiple soliton solutionsdeep learningkink wave solutionshigh dimension problems(2+1)-dimensional nonlinear dispersive long wave equation
Artificial neural networks and deep learning (68T07) Water waves, gravity waves; dispersion and scattering, nonlinear interaction (76B15) Wave equation (35L05) Spectral, collocation and related methods for initial value and initial-boundary value problems involving PDEs (65M70) Bifurcations in context of PDEs (35B32) Traveling wave solutions (35C07) Soliton solutions (35C08)
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