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Physics-informed neural network methods based on Miura transformations and discovery of new localized wave solutions

Shuning Lin, Yong Chen

2022Physica D Nonlinear Phenomena66 citationsDOI

Topics & Concepts

Transformation (genetics)Artificial neural networkNonlinear systemKorteweg–de Vries equationApplied mathematicsComputer scienceProcess (computing)Expression (computer science)MathematicsPhysicsArtificial intelligenceGeneQuantum mechanicsChemistryOperating systemProgramming languageBiochemistryModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNeural Networks and Reservoir Computing
Physics-informed neural network methods based on Miura transformations and discovery of new localized wave solutions | Litcius