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.
Asymptotic-preserving neural networks for multiscale time-dependent linear transport equations.J
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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.