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D

David Pardo

university of basque country

32H-index
290Paper Count
5.1KCitation Count
Published Papers 93
Publication Date
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Robust deep FOSLS for transmission problems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-07-01
err0
errOAAI
errDuque-Salazar, Alejandro; Sepulveda, Paulina; Uriarte, Carlos; Taylor, Jamie M.; Pardo, David
errShare
errSave
A Least-Squares-Based Regularity-Conforming Neural Network (LS-ReCoNN) for Solving Parametric Transmission Problems
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-07-01
err1
errOAAI
errBaharlouei, Shima; Taylor, Jamie M.; Pardo, David
errShare
errSave
Efficient operator learning with derivative-enhanced parameter sensitivity information and hybrid optimization
errEngineering with Computers
IF4.9
err2026-05-20
err0
errOAAI
errJ. Gonzalez-Sieiro; D. Pardo; V. M. Calo
errShare
errSave
Stochastic quadrature rules for solving PDEs using neural networks
errCOMPUTERS & MATHEMATICS WITH APPLICATIONS
IF2.5
err2026-04-09
err0
PREAI
errJamie M. Taylor; David Pardo
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errSave
Least-squares-embedded optimization for accelerated convergence of PINNs in high-frequency acoustic wavefield simulations
errCOMPUTERS & GEOSCIENCES
IF4.4
err2026-03-17
err0
PREAI
errMohammad Mahdi Abedi; David Pardo; Tariq Alkhalifah
errShare
errSave
Efficient Numerical Integration for Finite Element Trunk Spaces in 2D and 3D using Machine Learning: A new Optimisation Paradigm to Construct Application-Specific Quadrature Rules
errJournal of Computational Physics
IF3.8
err2025-12-27
err0
PREAI
errTomas Teijeiro; Pouria Behnoudfar; Jamie M. Taylor; David Pardo; Victor M. Calo
errShare
errSave
An r-adaptive finite element method using neural networks for parametric self-adjoint elliptic problems
errJournal of Computational Physics
IF3.8
err2025-10-16
err0
errOAAI
errDanilo Aballay; Federico Fuentes; Vicente Iligaray; Ángel J. Omella; David Pardo; Manuel A. Sánchez; Ignacio Tapia; Carlos Uriarte
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errSave
Artificial intelligence and high-performance computing for advanced simulations
errJournal of Computational Science
IF3.7
err2025-10-08
err0
PREAI
errMaciej Paszyński; David Pardo; Barbara Strug
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errSave
Gabor-enhanced physics-informed neural networks for fast simulations of acoustic wavefields
errNeural Networks
IF6.3
err2025-08-13
err0
PREAI
errMohammad Mahdi Abedi; David Pardo; Tariq Alkhalifah
errShare
errSave
Regularity-conforming neural networks (ReCoNNs) for solving partial differential equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-07-01
err0
PREAI
errTaylor, Jamie M.; Pardo, David; Munoz-Matute, Judit
errShare
errSave
Gaussian mixture autoencoder for uncertainty-aware damage identification in a floating offshore wind turbine
errwind energy
IF4.9
err2025-05-06
err0
errOAAI
errFernandez-Navamuel, Ana; Gorostidi, Nicolas; Pardo, David; Nava, Vincenzo; Chatzi, Eleni
errShare
errSave
Deep Fourier Residual method for solving time-harmonic Maxwell's equations
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-02-01
err0
PREAI
errTaylor, Jamie M.; Bastidas, Manuela; Pardo, David; Muga, Ignacio
errShare
errSave
Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework
errENGINEERING WITH COMPUTERS
IF4.9
err2024-09-09
err0
errOAAI
errGonzalez-Sieiro, J.; Pardo, D.; Nava, V.; Calo, V. M.; Towara, M.
errShare
errSave
Adaptive Deep Fourier Residual method via overlapping domain decomposition
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-07-01
err3
errOAAI
errTaylor, Jamie M.; Bastidas, Manuela; Calo, Victor M.; Pardo, David
errShare
errSave
Robust Variational Physics-Informed Neural Networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-05-01
err4
errOAAI
errRojas, Sergio; Maczuga, Pawel; Munoz-Matute, Judit; Pardo, David; Paszynski, Maciej
errShare
errSave
Deep neural network for damage detection in Infante Dom Henrique bridge using multi-sensor data
errSTRUCTURAL HEALTH MONITORING-AN INTERNATIONAL JOURNAL
IF5.7
err2024-03-22
err1
errOAAI
errFernandez-Navamuel, Ana; Pardo, David; Magalhaes, Filipe; Zamora-Sanchez, Diego; Omella, angel J.; Garcia-Sanchez, David
errShare
errSave
Ensemble Deep Learning for Enhanced Seismic Data Reconstruction
errIEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING
IF8.6
err2024-01-01
err3
errOAAI
errAbedi, Mohammad Mahdi; Pardo, David; Alkhalifah, Tariq
errShare
errSave
Machine learning discovery of optimal quadrature rules for isogeometric analysis
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err2
errOAAI
errTeijeiro, Tomas; Taylor, Jamie M.; Hashemian, Ali; Pardo, David
errShare
errSave
Bridge damage identification under varying environmental and operational conditions combining Deep Learning and numerical simulations
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2023-10-01
err15
errOAAI
errFernandez-Navamuel, Ana; Pardo, David; Magalhaes, Filipe; Zamora-Sanchez, Diego; Omella, Angel J.; Garcia-Sanchez, David
errShare
errSave
An exponential integration generalized multiscale finite element method for parabolic problems
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2023-04-01
err6
errOAAI
errContreras, L. F.; Pardo, D.; Abreu, E.; Munoz-Matute, J.; Diaz, C.; Galvis, J.
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errSave

Research Directions

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Co-authors
Cooperation Journals
T
Tariq Alkhalifah
H-index: 52 · Papers: 813
E
Eleni Chatzi
H-index: 51 · Papers: 661
L
Leszek Demkowicz
H-index: 50 · Papers: 288
C
Carlos Torres‐Verdín
H-index: 42 · Papers: 605
M
Mark F. Hamilton
H-index: 38 · Papers: 729
View more