Litcius/Paper detail

A shallow physics-informed neural network for solving partial differential equations on static and evolving surfaces

Wei-Fan Hu, Yi-Jun Shih, Te‐Sheng Lin, Ming‐Chih Lai

2023Computer Methods in Applied Mechanics and Engineering17 citationsDOI

Topics & Concepts

Partial differential equationSurface (topology)MathematicsMean curvatureDifferential equationCurvatureTopology (electrical circuits)Mathematical analysisComputer scienceApplied mathematicsGeometryCombinatoricsModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsLattice Boltzmann Simulation Studies