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The data-driven rogue waves of the Hirota equation by using mix-training PINNs approach

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Publication:6558868
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DOI10.1016/j.physd.2024.134202MaRDI QIDQ6558868

Shi-fang Tian, Biao Li, Shifei Sun

Publication date: 21 June 2024

Published in: Physica D (Search for Journal in Brave)



zbMATH Keywords

prior informationrogue wavesHirota equationphysics-informed neural networksmixed training


Mathematics Subject Classification ID

Artificial intelligence (68Txx) Partial differential equations of mathematical physics and other areas of application (35Qxx) Miscellaneous topics in partial differential equations (35Rxx)








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