(2+1)-dimensional three-wave resonant interaction systems: Lump pattern and slice physics-informed neural network algorithm - Yan, Xue-Wei; Gao, Guang-Yu; Zhu, Guang-Nan; Chen, Yong (Nonlinear dynamics, 2025)
Keywords: Algorithms; Applications of Nonlinear Dynamics and Chaos Theory; Boundary conditions; Classical Mechanics; Control; Coordinate transformations; Dynamical Systems; Neural networks; Nonlinear systems; Optics; Parameters; Partial differential equations; Physics; Physics and Astronomy; Polynomials; Resonant interactions; Statistical Physics and Dynamical Systems; Vibration; Water waves; Prediction lump solution; Slice physics-informed neural network algorithm; (2+1)-dimensional three-wave resonant interaction; Kadomtsev-Petviashvili hierarchy reduction