Neural Network Solution of 1Dt Advection-Diffusion PDE - High Peclet number from nn model Watch Video
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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 high Peclet number obtained using the VarNet library. This solution corresponds to a highly advective case for which the analytical solution is unstable.nnAbstract: In this paper we propose a new model-based unsupervise