Generalized conditional symmetry enhanced physics-informed neural network and application to the forward and inverse problems of nonlinear diffusion equations
Zhi‐Yong Zhang, Hui Zhang, Ye Liu, Jie-Ying Li, Cheng‐Bao Liu
Topics & Concepts
Nonlinear systemSymmetry (geometry)Applied mathematicsArtificial neural networkPartial differential equationComputer scienceInverseMathematicsMathematical optimizationMathematical analysisArtificial intelligencePhysicsQuantum mechanicsGeometryModel Reduction and Neural NetworksNanofluid Flow and Heat TransferFluid Dynamics and Turbulent Flows