ChrisRackauckas / PINN_Quadrature

Studying quadrature methods applied to PINNs
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Add 1D Poisson-Nernst-Planck example #3

Closed emmanuellujan closed 3 years ago

emmanuellujan commented 3 years ago

1D Poisson-Nernst-Planck problem, with simplified boundary conditions, using NeuralPDE. Also, based on Kirill's code (https://github.com/KirillZubov/1d-diffusion_equation/blob/main/convergence_1d_diffusion_equation.jl) about testing different strategies (grid, stochastic, etc.), I implemented a convergence test.

Original implementation is available here: https://github.com/emmanuellujan/1d-poission-nernst-planck/

I will keep this folder updated with all the relevant information about the PNP+NeuralPDE+QuadratureMethods.

Present code is not yet compatible with analysis.jl