PT-symmetric solitons and parameter discovery in self-defocusing saturable nonlinear Schrödinger equation via LrD-PINN
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Publication:6550002
DOI10.1063/5.0149032zbMATH Open1544.35165MaRDI QIDQ6550002
Kai-Li Geng, Bo-Wei Zhu, Yue-Yue Wang, Unnamed Author, Chao-Qing Dai, Wen-Bo Bo
Publication date: 4 June 2024
Published in: Chaos (Search for Journal in Brave)
Artificial neural networks and deep learning (68T07) Learning and adaptive systems in artificial intelligence (68T05) NLS equations (nonlinear Schrödinger equations) (35Q55) Soliton solutions (35C08)
Cites Work
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Related Items (3)
\(PT\)-symmetric PINN for integrable nonlocal equations: forward and inverse problems ⋮ Darboux transformation-based LPNN generating novel localized wave solutions ⋮ Dispersion management and optical soliton engineering in nonuniform inhomogeneous \(\mathcal{PT} \)-symmetric nonlinear media
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