HomPINNs: Homotopy physics-informed neural networks for learning multiple solutions of nonlinear elliptic differential equations
Yao Huang, Wenrui Hao, Guang Lin
Topics & Concepts
Artificial neural networkHomotopy analysis methodHomotopyInitializationNonlinear systemMathematicsApplied mathematicsComputer scienceArtificial intelligencePure mathematicsPhysicsProgramming languageQuantum mechanicsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNanofluid Flow and Heat Transfer