Application of Kolmogorov-Arnold network (KAN) for solitary-Peakon investigation of Lax model

This study utilizes novel Kolmogorov-Arnold Networks to solve the fifth-order KdV-Lax problem, employing both periodic and Peakon solutions. Several soliton solutions, including solitary wave, Peakon forms, are presented using the KANs technique for the Lax problem of fifth order. The novelty of thi...

書誌詳細
出版年:	Case Studies in Thermal Engineering
主要な著者:	Muhammad Wajahat Anjum, Sana Ullah Saqib, Yin-Tzer Shih, Israr Ul Hassan, Adnan, Ines Hilali Jaghdam, Mouloud Aoudia, Lioua Kolsi
フォーマット:	論文
言語:	英語
出版事項:	Elsevier 2025-09-01
主題:	Kolmogorov-Arnold networks Intelligent computing Lax equation Periodic and Peakon solutions
オンライン･アクセス:	http://www.sciencedirect.com/science/article/pii/S2214157X2500797X

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