A deep learning method for solving high-order nonlinear soliton equations
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Publication:6039957
DOI10.1088/1572-9494/ac7202zbMath1511.35305arXiv2106.11024MaRDI QIDQ6039957
Unnamed Author, Jiaqi Han, Zhen Wang, Qicheng Meng, Shikun Cui
Publication date: 23 May 2023
Published in: Communications in Theoretical Physics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2106.11024
physics-informed neural networksdeep learning methodinteraction between solitonshigh-order nonlinear soliton equationsnumerical driven solution
Learning and adaptive systems in artificial intelligence (68T05) Soliton equations (35Q51) Simulation of dynamical systems (37M05) Soliton theory, asymptotic behavior of solutions of infinite-dimensional Hamiltonian systems (37K40) Soliton solutions (35C08)
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