Pages that link to "Item:Q2670366"
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The following pages link to A finite element based deep learning solver for parametric PDEs (Q2670366):
Displaying 17 items.
- Discretizationnet: a machine-learning based solver for Navier-Stokes equations using finite volume discretization (Q2021855) (← links)
- Numerical solution of the parametric diffusion equation by deep neural networks (Q2049099) (← links)
- Neural control of discrete weak formulations: Galerkin, least squares \& minimal-residual methods with quasi-optimal weights (Q2679332) (← links)
- A deep Fourier residual method for solving PDEs using neural networks (Q2683430) (← links)
- A deep double Ritz method (\(\mathrm{D^2RM}\)) for solving partial differential equations using neural networks (Q2683471) (← links)
- An Augmented Lagrangian Deep Learning Method for Variational Problems with Essential Boundary Conditions (Q5065200) (← links)
- A Local Deep Learning Method for Solving High Order Partial Differential Equations (Q5864768) (← links)
- A hybrid deep neural operator/finite element method for ice-sheet modeling (Q6054205) (← links)
- Dosnet as a non-black-box PDE solver: when deep learning meets operator splitting (Q6095076) (← links)
- Prediction of numerical homogenization using deep learning for the Richards equation (Q6098948) (← links)
- \(r\)-adaptive deep learning method for solving partial differential equations (Q6144172) (← links)
- Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems (Q6146999) (← links)
- DNN-HDG: a deep learning hybridized discontinuous Galerkin method for solving some elliptic problems (Q6158712) (← links)
- HiDeNN-FEM: a seamless machine learning approach to nonlinear finite element analysis (Q6159332) (← links)
- Learned Gaussian quadrature for enriched solid finite elements (Q6171240) (← links)
- Learning quantities of interest from parametric PDEs: an efficient neural-weighted minimal residual approach (Q6543646) (← links)
- Deep learning in computational mechanics: a review (Q6604128) (← links)
