Litcius/Paper detail

Neural network-based symbolic calculation approach for solving the Korteweg–de Vries equation

Xiao-Ran Xie, Runfa Zhang

2025Chaos Solitons & Fractals55 citationsDOI

Topics & Concepts

Korteweg–de Vries equationArtificial neural networkApplied mathematicsAlgebra over a fieldKadomtsev–Petviashvili equationMathematicsComputer sciencePure mathematicsNonlinear systemArtificial intelligenceMathematical analysisPhysicsDifferential equationCharacteristic equationQuantum mechanicsNonlinear Waves and SolitonsModel Reduction and Neural NetworksFractional Differential Equations Solutions