Publications by the researcher in collaboration with JUDIT MUÑOZ MATUTE (12)

2025

  1. Regularity-conforming neural networks (ReCoNNs) for solving partial differential equations

    Journal of Computational Physics, Vol. 532

2024

  1. 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. An exponential integration generalized multiscale finite element method for parabolic problems

    Journal of Computational Physics, Vol. 479

2022

  1. Exploiting the Kronecker product structure of φ−functions in exponential integrators

    International Journal for Numerical Methods in Engineering, Vol. 123, Núm. 9, pp. 2142-2161

  2. Solving Partial Differential Equations using Adversarial Neural Networks

    Congress on Numerical Methods in Engineering CMN 2022 (2022. Las Palmas de Gran Canaria)

2021

  1. A DPG-based time-marching scheme for linear hyperbolic problems

    Computer Methods in Applied Mechanics and Engineering, Vol. 373

  2. Equivalence between the DPG method and the exponential integrators for linear parabolic problems

    Journal of Computational Physics, Vol. 429

2019

  1. Explicit-in-time goal-oriented adaptivity

    Computer Methods in Applied Mechanics and Engineering, Vol. 347, pp. 176-200

  2. Forward-in-time goal-oriented adaptivity

    International Journal for Numerical Methods in Engineering, Vol. 119, Núm. 6, pp. 490-505

  3. Variational formulations for explicit Runge-Kutta Methods

    Finite Elements in Analysis and Design, Vol. 165, pp. 77-93

2017

  1. Time-domain goal-oriented adaptivity using pseudo-dual error representations

    Computer Methods in Applied Mechanics and Engineering, Vol. 325, pp. 395-415