Publications en collaboration avec des chercheurs de Ikerbasque, Fundación Vasca para la Ciencia (217)

2024

  1. Adaptive Deep Fourier Residual method via overlapping domain decomposition

    Computer Methods in Applied Mechanics and Engineering, Vol. 427

  2. Blow-Up for the 1D Cubic NLS

    Communications in Mathematical Physics, Vol. 405, Núm. 1

  3. Cremona Groups Over Finite Fields, Neretin Groups, and Non-Positively Curved Cube Complexes

    International Mathematics Research Notices, Vol. 2024, Núm. 1, pp. 554-596

  4. Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data

    Structural Health Monitoring

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

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

  6. On (global) unique continuation properties of the fractional discrete Laplacian

    Journal of Functional Analysis, Vol. 286, Núm. 9

  7. Robust Variational Physics-Informed Neural Networks

    Computer Methods in Applied Mechanics and Engineering, Vol. 425

  8. Semi-blind-trace algorithm for self-supervised attenuation of trace-wise coherent noise

    Geophysical Prospecting, Vol. 72, Núm. 3, pp. 965-977

  9. Systemic cellular migration: The forces driving the directed locomotion movement of cells

    PNAS Nexus, Vol. 3, Núm. 5

  10. r-Adaptive deep learning method for solving partial differential equations

    Computers and Mathematics with Applications, Vol. 153, pp. 33-42

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

    Journal of Computational Physics, Vol. 479

  4. Bridge damage identification under varying environmental and operational conditions combining Deep Learning and numerical simulations

    Mechanical Systems and Signal Processing, Vol. 200

  5. DIRECTIONAL SQUARE FUNCTIONS

    Analysis and PDE, Vol. 16, Núm. 7, pp. 1651-1699

  6. Diagnosis of the health status of mooring systems for floating offshore wind turbines using autoencoders

    Ocean Engineering, Vol. 287

  7. Fast parallel IGA-ADS solver for time-dependent Maxwell's equations

    Computers and Mathematics with Applications, Vol. 151, pp. 36-49

  8. Kato–Ponce estimates for fractional sublaplacians in the Heisenberg group

    Bulletin of the London Mathematical Society, Vol. 55, Núm. 2, pp. 611-639

  9. L2 -Boundedness of Gradients of Single Layer Potentials for Elliptic Operators with Coefficients of Dini Mean Oscillation-Type

    Archive for Rational Mechanics and Analysis, Vol. 247, Núm. 3

  10. Machine learning discovery of optimal quadrature rules for isogeometric analysis

    Computer Methods in Applied Mechanics and Engineering, Vol. 416