Chebyshev spectral approximation-based physics-informed neural network for solving higher-order nonlinear differential equations
Yixin Huang, Haizhou Liu, Yang Zhao, Min Fei
Topics & Concepts
Chebyshev filterArtificial neural networkNonlinear systemOrder (exchange)Chebyshev polynomialsApplied mathematicsChebyshev equationMathematicsSpectral methodMathematical analysisPhysicsComputer scienceQuantum mechanicsArtificial intelligenceClassical orthogonal polynomialsOrthogonal polynomialsEconomicsFinanceModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNuclear Engineering Thermal-Hydraulics