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20062026
most citedRandONet: Shallow-Networks with Random Projections for learning linear and nonlinear operators

20 citations · 40 across the 15 of their papers we have counts for

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math.NA2025

Neural network-based singularity detection and applications

Nadiia Derevianko, Ioannis G. Kevrekidis, Felix Dietrich

We present a method for constructing a special type of shallow neural network that learns univariate meromorphic functions with pole-type singularities. Our method is based on usin…