A new approach for the fractional Laplacian via deep neural networks. - Nicolás Valenzuela (CoRR, 2022)

The Calderón's problem via DeepONets. - Javier Castro; Claudio Muñoz; Nicolás Valenzuela (CoRR, 2022)

A Numerical Approach for the Fractional Laplacian via Deep Neural Networks. - Nicolás Valenzuela (SAI (2), 2024)

Bounds on the approximation error for deep neural networks applied to dispersive models: Nonlinear waves. - Claudio Muñoz; Nicolás Valenzuela (CoRR, 2024)

Error bounds for Physics Informed Neural Networks in Nonlinear Schrödinger equations placed on unbounded domains. - Miguel Á. Alejo; Lucrezia Cossetti; Luca Fanelli; Claudio Muñoz; Nicolás Valenzuela (CoRR, 2024)