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Data-driven solitons dynamics and parameters discovery in the generalized nonlinear dispersive mKdV-type equation via deep neural networks learning

Xiaoli Wang, Wenjing Han, Zekang Wu, Zhenya Yan

2024Nonlinear Dynamics12 citationsDOI

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Nonlinear systemType (biology)Artificial neural networkDynamics (music)PhysicsMathematicsApplied mathematicsComputer scienceArtificial intelligenceQuantum mechanicsGeologyAcousticsPaleontologyNonlinear Waves and SolitonsAdvanced Fiber Laser TechnologiesSeismic Imaging and Inversion Techniques
Data-driven solitons dynamics and parameters discovery in the generalized nonlinear dispersive mKdV-type equation via deep neural networks learning | Litcius