Physical informed neural networks with soft and hard boundary constraints for solving advection-diffusion equations using Fourier expansions
Xian Li, Jiaxin Deng, Jinran Wu, Shaotong Zhang, Weide Li, You‐Gan Wang
Topics & Concepts
Artificial neural networkPartial differential equationComputer scienceSolverFourier transformFeature (linguistics)Boundary (topology)Mathematical optimizationApplied mathematicsMathematicsAlgorithmArtificial intelligenceMathematical analysisLinguisticsPhilosophyModel Reduction and Neural NetworksFluid Dynamics and Turbulent FlowsNanofluid Flow and Heat Transfer