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08/21/2023
On the accuracy of interpolation based on single-layer artificial neural networks
In the present paper, we consider one-hidden layer ANNs with a feedforwa...
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06/01/2022
The effect of time discretization on the solution of parabolic PDEs with ANNs
We investigate the resolution of parabolic PDEs via Extreme Learning Mac...
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08/03/2021
Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks
We propose a numerical scheme based on Random Projection Neural Networks...
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04/13/2021
Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential Equations with Extreme Learning Machines
We address a new numerical scheme based on a class of machine learning m...
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12/10/2020