Publicaciones en colaboración con investigadores/as de Pontificia Universidad Católica de Valparaíso (16)

2024

  1. Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach

    Computers and Mathematics with Applications, Vol. 164, pp. 139-149

  2. Robust Variational Physics-Informed Neural Networks

    Computer Methods in Applied Mechanics and Engineering, Vol. 425

2023

  1. A Deep Double Ritz Method (D2RM) for solving Partial Differential Equations using Neural Networks

    Computer Methods in Applied Mechanics and Engineering, Vol. 405

  2. A Deep Fourier Residual method for solving PDEs using Neural Networks

    Computer Methods in Applied Mechanics and Engineering, Vol. 405

  3. Memory-Based Monte Carlo Integration for Solving Partial Differential Equations Using Neural Networks

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2021

  1. Error control and loss functions for the deep learning inversion of borehole resistivity measurements

    International Journal for Numerical Methods in Engineering, Vol. 122, Núm. 6, pp. 1629-1657

2020

  1. Online heart monitoring systems on the internet of health things environments: A survey, a reference model and an outlook

    Information Fusion, Vol. 53, pp. 222-239

2019

  1. Parallel refined isogeometric analysis in 3D

    IEEE Transactions on Parallel and Distributed Systems, Vol. 30, Núm. 5, pp. 1134-1142

2018

  1. Goal-oriented adaptivity using unconventional error representations for the multidimensional Helmholtz equation

    International Journal for Numerical Methods in Engineering, Vol. 113, Núm. 1, pp. 22-42

2017

  1. Goal-Oriented p-Adaptivity using Unconventional Error Representations for a 1D Steady State Convection-Diffusion Problem

    Procedia Computer Science

2016

  1. A quadrature-free method for simulation and inversion of 1.5D direct current (DC) borehole measurements

    Computational Geosciences, Vol. 20, Núm. 6, pp. 1301-1318

2015

  1. Goal-oriented adaptivity using unconventional error representations for the 1D Helmholtz equation

    Computers and Mathematics with Applications, Vol. 69, Núm. 9, pp. 964-979

  2. Semi-analytical response of acoustic logging measurements in frequency domain

    Computers and Mathematics with Applications, Vol. 70, Núm. 4, pp. 314-329

2013

  1. Influence of borehole-eccentred tools on wireline and logging-while-drilling sonic logging measurements

    Geophysical Prospecting, Vol. 61, Núm. SUPPL.1, pp. 268-283

2011

  1. A class of discontinuous Petrov-Galerkin methods. Part IV: The optimal test norm and time-harmonic wave propagation in 1D

    Journal of Computational Physics, Vol. 230, Núm. 7, pp. 2406-2432

  2. Simulation of wireline sonic logging measurements acquired with Borehole-Eccentered tools using a high-order adaptive finite-element method

    Journal of Computational Physics, Vol. 230, Núm. 16, pp. 6320-6333