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D

David Pardo

bcam - basque center for applied mathematics

32H指数
288论文数
5.1K被引数
收录论文 91
发表时间
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Efficient operator learning with derivative-enhanced parameter sensitivity information and hybrid optimization基于导数增强参数敏感性信息与混合优化的高效算子学习
errEngineering with Computers
IF4.9
err2026-05-20
err0
errOAAI
errJ. Gonzalez-Sieiro; D. Pardo; V. M. Calo
err分享
err收藏
Stochastic quadrature rules for solving PDEs using neural networks基于神经网络的求解偏微分方程的随机求积规则
errCOMPUTERS & MATHEMATICS WITH APPLICATIONS
IF2.5
err2026-04-09
err0
PREAI
errJamie M. Taylor; David Pardo
err分享
err收藏
Least-squares-embedded optimization for accelerated convergence of PINNs in high-frequency acoustic wavefield simulations最小二乘嵌入优化方法加速PINNs在高频声波场模拟中的收敛
errCOMPUTERS & GEOSCIENCES
IF4.4
err2026-03-17
err0
PREAI
errMohammad Mahdi Abedi; David Pardo; Tariq Alkhalifah
err分享
err收藏
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基于机器学习的二维和三维有限元总体空间高效数值积分：构建应用特定求积规则的新优化范式
errJournal of Computational Physics
IF3.8
err2025-12-27
err0
PREAI
errTomas Teijeiro; Pouria Behnoudfar; Jamie M. Taylor; David Pardo; Victor M. Calo
err分享
err收藏
An r-adaptive finite element method using neural networks for parametric self-adjoint elliptic problems基于神经网络的r-自适应有限元方法，用于参数化自伴椭圆问题
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
err分享
err收藏
Artificial intelligence and high-performance computing for advanced simulations人工智能和高性能计算用于高级模拟
errJournal of Computational Science
IF3.7
err2025-10-08
err0
PREAI
errMaciej Paszyński; David Pardo; Barbara Strug
err分享
err收藏
Gabor-enhanced physics-informed neural networks for fast simulations of acoustic wavefields加博尔增强型物理信息神经网络用于声波波场的快速模拟
errNeural Networks
IF6.3
err2025-08-13
err0
PREAI
errMohammad Mahdi Abedi; David Pardo; Tariq Alkhalifah
err分享
err收藏
Regularity-conforming neural networks (ReCoNNs) for solving partial differential equations求解偏微分方程的规则性神经网络 (ReCoNNs)
errJOURNAL OF COMPUTATIONAL PHYSICS
IF3.8
err2025-07-01
err0
PREAI
errTaylor, Jamie M.; Pardo, David; Munoz-Matute, Judit
err分享
err收藏
Gaussian mixture autoencoder for uncertainty-aware damage identification in a floating offshore wind turbine高斯混合自编码器在浮式海上风力涡轮机不确定性感知损伤识别中的应用
errwind energy
IF4.9
err2025-05-06
err0
errOAAI
errFernandez-Navamuel, Ana; Gorostidi, Nicolas; Pardo, David; Nava, Vincenzo; Chatzi, Eleni
err分享
err收藏
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
err分享
err收藏
Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework使用openFOAM嵌入式深度学习框架减少粗略CFD模拟的空间离散化误差
errENGINEERING WITH COMPUTERS
IF4.9
err2024-09-09
err0
errOAAI
errGonzalez-Sieiro, J.; Pardo, D.; Nava, V.; Calo, V. M.; Towara, M.
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
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
err分享
err收藏
Machine learning discovery of optimal quadrature rules for isogeometric analysis用于等几何分析的最佳正交规则的机器学习发现
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err2
errOAAI
errTeijeiro, Tomas; Taylor, Jamie M.; Hashemian, Ali; Pardo, David
err分享
err收藏
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
err分享
err收藏
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.
err分享
err收藏
A Deep Double Ritz Method (D2RM) for solving Partial Differential Equations using Neural Networks
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err9
errOAAI
errUriarte, Carlos; Pardo, David; Muga, Ignacio; Munoz-Matute, Judit
err分享
err收藏
A Deep Fourier Residual method for solving PDEs using Neural Networks神经网络求解pde的深度傅里叶残差方法
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err13
errOAAI
errTaylor, Jamie M.; Pardo, David; Muga, Ignacio
err分享
err收藏

研究方向

暂无研究方向
合作学者
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L
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H 指数: 50 · 论文数: 288
C
Carlos Torres‐Verdín
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M
Mark F. Hamilton
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