Gradient-optimized physics-informed neural networks (GOPINNs): a deep learning method for solving the complex modified KdV equation
Jiaheng Li, Junchao Chen, Biao Li
Topics & Concepts
Artificial neural networkKorteweg–de Vries equationPartial differential equationBackpropagationComputer scienceGradient methodNonlinear systemApplied mathematicsMathematicsAlgorithmArtificial intelligencePhysicsMathematical analysisQuantum mechanicsModel Reduction and Neural NetworksMeteorological Phenomena and SimulationsFluid Dynamics and Turbulent Flows