Publications in collaboration with researchers from Basque Center for Applied Mathematics (251)

2024

  1. Adaptive Deep Fourier Residual method via overlapping domain decomposition

    Computer Methods in Applied Mechanics and Engineering, Vol. 427

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

    Structural Health Monitoring

  3. Development and validation of a model to predict ceiling of care in COVID-19 hospitalized patients

    BMC Palliative Care, Vol. 23, Núm. 1

  4. Ensemble Deep Learning for Enhanced Seismic Data Reconstruction

    IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-11

  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. Lipidomics signature in post-COVID patient sera and its influence on the prolonged inflammatory response

    Journal of Infection and Public Health, Vol. 17, Núm. 4, pp. 588-600

  7. Multidimensional beta-binomial regression model: A joint analysis of patient-reported outcomes

    Statistical Modelling, Vol. 24, Núm. 5, pp. 441-458

  8. Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework

    Engineering with Computers

  9. Relevance of comorbidities for main outcomes during different periods of the COVID-19 pandemic

    Influenza and other Respiratory Viruses, Vol. 18, Núm. 1

  10. Robust Variational Physics-Informed Neural Networks

    Computer Methods in Applied Mechanics and Engineering, Vol. 425

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

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

  12. 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. Age or lifestyle-induced accumulation of genotoxicity is associated with a length-dependent decrease in gene expression

    iScience, Vol. 26, Núm. 4

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

    Journal of Computational Physics, Vol. 479

  5. Automated location of orofacial landmarks to characterize airway morphology in anaesthesia via deep convolutional neural networks

    Computer Methods and Programs in Biomedicine, Vol. 232

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

    Mechanical Systems and Signal Processing, Vol. 200

  7. Clinical prediction rules for adverse evolution in patients with COVID-19 by the Omicron variant

    International Journal of Medical Informatics, Vol. 173

  8. Computational and Experimental Evaluation of the Immune Response of Neoantigens for Personalized Vaccine Design

    International Journal of Molecular Sciences, Vol. 24, Núm. 10