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03/29/2023
Conductivity Imaging from Internal Measurements with Mixed Least-Squares Deep Neural Networks
In this work we develop a novel approach using deep neural networks to r...
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02/21/2023
Hybrid Neural-Network FEM Approximation of Diffusion Coefficient in Elliptic and Parabolic Problems
In this work we investigate the numerical identification of the diffusio...
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03/09/2022
Convergence Rate Analysis of Galerkin Approximation of Inverse Potential Problem
In this work we analyze the inverse problem of recovering the space-depe...
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11/03/2021
Analysis of Deep Ritz Methods for Laplace Equations with Dirichlet Boundary Conditions
Deep Ritz methods (DRM) have been proven numerically to be efficient in ...
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01/22/2020
