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Investigation of exact solitary wave solutions for the modified Veronese web equation via new residual neural network approach

AbstractThis work addresses the main inducements: the modified extended direct algebraic approach and residual neural network (MEDARNN) structures to obtain the exact analytical solutions for the (2+1)-dimensional modified Veronese web (MVW) equation. This is an integrable nonlinear partial differen...

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Principais autores: Muhammad Qasim, Muhammad Zafarullah Baber, Hijaz Ahmad, Yakup Yildirim, Baboucarr Ceesay, Nauman Ahmed
Formato: Artigo
Idioma:Inglês
Publicado em: The Royal Society 2026-07-01
coleção:Royal Society Open Science
Assuntos:
soliton solutions
MVW equation
modified extended direct algebraic method
residual neural network
analytical solutions
Acesso em linha:https://royalsocietypublishing.org/rsos/article-pdf/doi/10.1098/rsos.260379/6151227/rsos.260379.pdf
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