A neural network augmented with the geometric mean of multiple small parameters approximates solutions to singularly perturbed dynamical systems with satisfactory accuracy on tested coupled cases.
On stabilized finite element methods for linear systems of convection-diffusion-reaction equations.Com- puter Methods in Applied Mechanics and Engineering, 188(1):61–82, 2000
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Two-scale Neural Networks for Singularly Perturbed Dynamical Systems with Multiple Parameters
A neural network augmented with the geometric mean of multiple small parameters approximates solutions to singularly perturbed dynamical systems with satisfactory accuracy on tested coupled cases.