DAVID
PARDO ZUBIAUR
VISITANTE IKERBASQUE
Basque Center for Applied Mathematics
Bilbao, EspañaPublications in collaboration with researchers from Basque Center for Applied Mathematics (110)
2025
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Deep Fourier Residual method for solving time-harmonic Maxwell's equations
Journal of Computational Physics, Vol. 523
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Residual-based attention Physics-informed Neural Networks for spatio-temporal ageing assessment of transformers operated in renewable power plants
Engineering Applications of Artificial Intelligence, Vol. 139
2024
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Adaptive Deep Fourier Residual method via overlapping domain decomposition
Computer Methods in Applied Mechanics and Engineering, Vol. 427
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Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data
Structural Health Monitoring
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Ensemble Deep Learning for Enhanced Seismic Data Reconstruction
IEEE Transactions on Geoscience and Remote Sensing, Vol. 62, pp. 1-11
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Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach
Computers and Mathematics with Applications, Vol. 164, pp. 139-149
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Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework
Engineering with Computers
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Robust Variational Physics-Informed Neural Networks
Computer Methods in Applied Mechanics and Engineering, Vol. 425
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Semi-blind-trace algorithm for self-supervised attenuation of trace-wise coherent noise
Geophysical Prospecting, Vol. 72, Núm. 3, pp. 965-977
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r-Adaptive deep learning method for solving partial differential equations
Computers and Mathematics with Applications, Vol. 153, pp. 33-42
2023
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A Deep Double Ritz Method (D2RM) for solving Partial Differential Equations using Neural Networks
Computer Methods in Applied Mechanics and Engineering, Vol. 405
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A Deep Fourier Residual method for solving PDEs using Neural Networks
Computer Methods in Applied Mechanics and Engineering, Vol. 405
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An exponential integration generalized multiscale finite element method for parabolic problems
Journal of Computational Physics, Vol. 479
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Bridge damage identification under varying environmental and operational conditions combining Deep Learning and numerical simulations
Mechanical Systems and Signal Processing, Vol. 200
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Diagnosis of the health status of mooring systems for floating offshore wind turbines using autoencoders
Ocean Engineering, Vol. 287
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Fast parallel IGA-ADS solver for time-dependent Maxwell's equations
Computers and Mathematics with Applications, Vol. 151, pp. 36-49
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Machine learning discovery of optimal quadrature rules for isogeometric analysis
Computer Methods in Applied Mechanics and Engineering, Vol. 416
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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)
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Multi-blind-trace deep learning with a hybrid loss for attenuation of trice-wise noise
84th EAGE Annual Conference and Exhibition
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Multidirectional deep learning for data reconstruction
84th EAGE Annual Conference and Exhibition