_residual-based-neural-network-solution-of-1dt-advection-diffusion-pde-low-peclet-number.jpg "Residual-based Neural Network Solution of 1Dt Advection-Diffusion PDE - Low Peclet number from nn model Video Screenshot Preview")
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⏲ Duration: 13 sec
✓ Published: 25-Jul-2019
✓ Published: 25-Jul-2019
Description:
VarNet: Variational Neural Networks for the Solution of Partial Differential Equationsnhttps://arxiv.org/pdf/1912.07443.pdfnnAuthors: Reza Khodayi-mehr and Michael M. ZavlanosnnDescription: This video shows the solution of a benchmark 1D time-dependent Advection-Diffusion PDE for low Peclet number obtained using the PDE-residual instead of the variational method proposed in the paper. Note that there is considerable error in capturing the solution and boundary conditions when PDE-residual is use
VarNet: Variational Neural Networks for the Solution of Partial Differential Equationsnhttps://arxiv.org/pdf/1912.07443.pdfnnAuthors: Reza Khodayi-mehr and Michael M. ZavlanosnnDescription: This video shows the solution of a benchmark 1D time-dependent Advection-Diffusion PDE for low Peclet number obtained using the PDE-residual instead of the variational method proposed in the paper. Note that there is considerable error in capturing the solution and boundary conditions when PDE-residual is use
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