2024
DOI: 10.47852/bonviewaia42022277
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Soliton Solutions of Some Ocean Waves Supported by Physics Informed Neural Network Method

Ismail Onder,
Abdulkadir Sahiner,
Aydin Secer
et al.

Abstract: In this study, we aim to obtain numerical results of the modified Benjamin-Bona-Mahony equation, Ostrovsky-Benjamin-Bona-Mahony equation and Mikhailov-Novikov-Wang equation via the physics-informed neural networks (PINN) method. The equations are modeled for shallow and long water waves, as well as fundamental and phenomenonal models in ocean engineering. According to the implementation, we obtained the PINN solutions of kink, bright, multisoliton (two-soliton) and mixed dark-bright soliton solutions. Accor… Show more

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