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20192026
most citedConstructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach

49 citations · 271 across the 22 of their papers we have counts for

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Showing 2023 · math.NAShow all

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math.NA2023★ 1 cited

On the accuracy of interpolation based on single-layer artificial neural networks with a focus on defeating the Runge phenomenon

Ferdinando Auricchio, Maria Roberta Belardo, Gianluca Fabiani +2

In the present paper, we consider one-hidden layer ANNs with a feedforward architecture, also referred to as shallow or two-layer networks, so that the structure is determined by t…