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06/24/2023
Current density impedance imaging with PINNs
In this paper, we introduce CDII-PINNs, a computationally efficient meth...
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04/17/2023
Deep Neural Network Approximation of Composition Functions: with application to PINNs
In this paper, we focus on approximating a natural class of functions th...
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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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03/24/2021