Publications by the researcher in collaboration with Carlos Uriarte Baranda (4)

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. 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)

2022

  1. A Finite Element based Deep Learning solver for parametric PDEs

    Computer Methods in Applied Mechanics and Engineering, Vol. 391

  2. Solving Partial Differential Equations using Adversarial Neural Networks

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