David Pardo

Orcid: 0000-0002-1101-2248

According to our database1, David Pardo authored at least 94 papers between 2006 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
<i>r</i>-Adaptive deep learning method for solving partial differential equations.
Comput. Math. Appl., January, 2024

Adaptive Deep Fourier Residual method via overlapping domain decomposition.
CoRR, 2024

2023
Fast parallel IGA-ADS solver for time-dependent Maxwell's equations.
Comput. Math. Appl., December, 2023

An exponential integration generalized multiscale finite element method for parabolic problems.
J. Comput. Phys., April, 2023

Robust Variational Physics-Informed Neural Networks.
CoRR, 2023

Deep Fourier Residual method for solving time-harmonic Maxwell's equations.
CoRR, 2023

Machine Learning Discovery of Optimal Quadrature Rules for Isogeometric Analysis.
CoRR, 2023

Learning quantities of interest from parametric PDEs: An efficient neural-weighted Minimal Residual approach.
CoRR, 2023

Memory-Based Monte Carlo Integration for Solving Partial Differential Equations Using Neural Networks.
Proceedings of the Computational Science - ICCS 2023, 2023

2022
A Multidirectional Deep Neural Network for Self-Supervised Reconstruction of Seismic Data.
IEEE Trans. Geosci. Remote. Sens., 2022

2.5-D Deep Learning Inversion of LWD and Deep-Sensing EM Measurements Across Formations With Dipping Faults.
IEEE Geosci. Remote. Sens. Lett., 2022

A Deep Double Ritz Method (D<sup>2</sup>RM) for solving Partial Differential Equations using Neural Networks.
CoRR, 2022

A Deep Fourier Residual Method for solving PDEs using Neural Networks.
CoRR, 2022

r-Adaptive Deep Learning Method for Solving Partial Differential Equations.
CoRR, 2022

Automated machine learning for borehole resistivity measurements.
CoRR, 2022

1D Painless Multi-level Automatic Goal-Oriented h and p Adaptive Strategies Using a Pseudo-Dual Operator.
Proceedings of the Computational Science - ICCS 2022, 2022

2021
Equivalence between the DPG method and the exponential integrators for linear parabolic problems.
J. Comput. Phys., 2021

Massive database generation for 2.5D borehole electromagnetic measurements using refined isogeometric analysis.
Comput. Geosci., 2021

Performance of Refined Isogeometric Analysis in Solving Quadratic Eigenvalue Problems.
CoRR, 2021

Deep-Learning Inversion Method for the Interpretation of Noisy Logging-While-Drilling Resistivity Measurements.
CoRR, 2021

On quadrature rules for solving Partial Differential Equations using Neural Networks.
CoRR, 2021

Design of borehole resistivity measurement acquisition systems using deep learning.
CoRR, 2021

Deep Learning Driven Self-adaptive Hp Finite Element Method.
Proceedings of the Computational Science - ICCS 2021, 2021

2020
Refined isogeometric analysis for generalized Hermitian eigenproblems.
CoRR, 2020

Database Generation for Deep Learning Inversion of 2.5D Borehole Electromagnetic Measurements using Refined Isogeometric Analysis.
CoRR, 2020

Residual minimization for goal-oriented adaptivity.
CoRR, 2020

Modeling extra-deep EM logs using a deep neural network.
CoRR, 2020

Error Control and Loss Functions for the Deep Learning Inversion of Borehole Resistivity Measurements.
CoRR, 2020

Design of Loss Functions for Solving Inverse Problems Using Deep Learning.
Proceedings of the Computational Science - ICCS 2020, 2020

2019
Parallel Refined Isogeometric Analysis in 3D.
IEEE Trans. Parallel Distributed Syst., 2019

Source time reversal (STR) method for linear elasticity.
Comput. Math. Appl., 2019

2018
Finite Element Approximation of Electromagnetic Fields Using Nonfitting Meshes for Geophysics.
SIAM J. Numer. Anal., 2018

A Deep Learning Approach to the Inversion of Borehole Resistivity Measurements.
CoRR, 2018

Asymptotic models for the electric potential across a highly conductive casing.
Comput. Math. Appl., 2018

2017
Fusion-Based Variational Image Dehazing.
IEEE Signal Process. Lett., 2017

A multi-objective memetic inverse solver reinforced by local optimization methods.
J. Comput. Sci., 2017

Dimensionally adaptive hp-finite element simulation and inversion of 2D magnetotelluric measurements.
J. Comput. Sci., 2017

Optimally refined isogeometric analysis.
Proceedings of the International Conference on Computational Science, 2017

Goal-Oriented p-Adaptivity using Unconventional Error Representations for a 1D Steady State Convection-Diffusion Problem.
Proceedings of the International Conference on Computational Science, 2017

ICCS 2017 Workshop on Agent-Based Simulations, Adaptive Algorithms and Solvers.
Proceedings of the International Conference on Computational Science, 2017

2016
A Priori Fourier Analysis for 2.5D Finite Elements Simulations of Logging-while-drilling (LWD) Resistivity Measurements.
Proceedings of the International Conference on Computational Science 2016, 2016

Image processing applications through a variational perceptually-based color correction related to Retinex.
Proceedings of the Retinex at 50, San Francisco, CA, USA, February 14-18, 2016, 2016

2015
Enhanced Variational Image Dehazing.
SIAM J. Imaging Sci., 2015

A hybrid method for inversion of 3D DC resistivity logging measurements.
Nat. Comput., 2015

Automatic Red-Channel underwater image restoration.
J. Vis. Commun. Image Represent., 2015

High-accuracy adaptive modeling of the energy distribution of a meniscus-shaped cell culture in a Petri dish.
J. Comput. Sci., 2015

A secondary field based hp-Finite Element Method for the simulation of magnetotelluric measurements.
J. Comput. Sci., 2015

Direct solvers performance on h-adapted grids.
Comput. Math. Appl., 2015

Impact of element-level static condensation on iterative solver performance.
Comput. Math. Appl., 2015

Semi-analytical response of acoustic logging measurements in frequency domain.
Comput. Math. Appl., 2015

Goal-oriented adaptivity using unconventional error representations for the 1D Helmholtz equation.
Comput. Math. Appl., 2015

Petri Nets Modeling of Dead-End Refinement Problems in a 3D Anisotropic hp-Adaptive Finite Element Method.
Comput. Informatics, 2015

A hybrid method for inversion of 3D AC resistivity logging measurements.
Appl. Soft Comput., 2015

An Agent-Oriented Hierarchic Strategy for Solving Inverse Problems.
Int. J. Appl. Math. Comput. Sci., 2015

Multi-objective Hierarchic Memetic Solver for Inverse Parametric Problems.
Proceedings of the International Conference on Computational Science, 2015

Quantities of Interest for Surface based Resistivity Geophysical Measurements.
Proceedings of the International Conference on Computational Science, 2015

Pectoral Muscle Segmentation in Mammograms Based on Cartoon-Texture Decomposition.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
3D hp-adaptive finite element simulations of bend, step, and magic-T electromagnetic waveguide structures.
J. Comput. Sci., 2014

Computational cost estimates for parallel shared memory isogeometric multi-frontal solvers.
Comput. Math. Appl., 2014

Automatically Adapted Perfectly Matched Layers for Problems with High Contrast Materials Properties.
Proceedings of the International Conference on Computational Science, 2014

A Variational Framework for Single Image Dehazing.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014

2013
The Cost of Continuity: Performance of Iterative Solvers on Isogeometric Finite Elements.
SIAM J. Sci. Comput., 2013

Preventing deadlock during anisotropic 2D mesh adaptation in hp-adaptive FEM.
J. Comput. Sci., 2013

Preface.
J. Comput. Sci., 2013

Domain decomposition Fourier finite element method for the simulation of 3D marine CSEM measurements.
J. Comput. Phys., 2013

A direct solver with reutilization of LU factorizations for <i>h</i>h-adaptive finite element grids with point singularities.
Comput. Math. Appl., 2013

hp-HGS strategy for inverse AC/DC resistivity logging measurement simulations.
Comput. Sci., 2013

High-Accuracy Adaptive Simulations of a Petri Dish Exposed to Electromagnetic Radiation.
Proceedings of the International Conference on Computational Science, 2013

Inversion of Magnetotelluric Measurements Using Multigoal Oriented hp-Adaptivity.
Proceedings of the International Conference on Computational Science, 2013

2012
Petri Nets for Detecting a 3D Deadlock Problem in Hp-adaptive Finite Element Simulations.
Proceedings of the International Conference on Computational Science, 2012

3D hp-Adaptive Finite Element Simulations of a Magic-T Electromagnetic Waveguide Structure.
Proceedings of the International Conference on Computational Science, 2012

hp-HGS strategy for inverse 3D DC resistivity logging measurement simulations.
Proceedings of the International Conference on Computational Science, 2012

On Round-off Error for Adaptive Finite Element Methods.
Proceedings of the International Conference on Computational Science, 2012

A direct solver with reutilization of previously-computed LU factorizations for h-adaptive finite element grids with point singularities
CoRR, 2012

Computational complexity and memory usage for multi-frontal direct solvers in structured mesh finite elements
CoRR, 2012

Solution of the 3D-Helmholtz equation in exterior domains using spherical harmonic decomposition.
Comput. Math. Appl., 2012

2011
Anisotropic 2D mesh adaptation in hp-adaptive FEM.
Proceedings of the International Conference on Computational Science, 2011

Out-of-core multi-frontal solver for multi-physics hp adaptive problems.
Proceedings of the International Conference on Computational Science, 2011

Goal-Oriented Self-Adaptive hp Finite Element Simulation of 3D DC Borehole Resistivity Simulations.
Proceedings of the International Conference on Computational Science, 2011

Computational complexity and memory usage for multi-frontal direct solvers used in p finite element analysis.
Proceedings of the International Conference on Computational Science, 2011

A class of discontinuous Petrov-Galerkin methods. Part IV: The optimal test norm and time-harmonic wave propagation in 1D.
J. Comput. Phys., 2011

Simulation of wireline sonic logging measurements acquired with Borehole-Eccentered tools using a high-order adaptive finite-element method.
J. Comput. Phys., 2011

Multi-frontal Solver for Simulations of Linear Elasticity coupled with Acoustics.
Comput. Sci., 2011

2010
Arithmetic Method of Double-Injection-Electrode Model for Resistivity Measurement Through Metal Casing.
IEEE Trans. Geosci. Remote. Sens., 2010

Parallel multi-frontal solver for multi-physics p adaptive problems.
Proceedings of the International Conference on Computational Science, 2010

Multigoal-oriented adaptivity for hp-finite element methods.
Proceedings of the International Conference on Computational Science, 2010

Agent-based computing, adaptive algorithms and bio computing.
Proceedings of the International Conference on Computational Science, 2010

A parallel direct solver for the self-adaptive hp Finite Element Method.
J. Parallel Distributed Comput., 2010

Parallel multi-frontal solver for p adaptive finite element modeling of multi-physics computational problems.
J. Comput. Sci., 2010

Graph Grammar Based Petri Net Controlled Direct Solver Algorithm.
Comput. Sci., 2010

2008
PML Enhanced with a Self-Adaptive Goal-Oriented hp-Finite Element Method: Simulation of Through-Casing Borehole Resistivity Measurements.
SIAM J. Sci. Comput., 2008

2006
Simulation of multifrequency borehole resistivity measurements through metal casing using a goal-oriented hp finite-element method.
IEEE Trans. Geosci. Remote. Sens., 2006

Two-Dimensional High-Accuracy Simulation of Resistivity Logging-While-Drilling (LWD) Measurements Using a Self-Adaptive Goal-Oriented hp Finite Element Method.
SIAM J. Appl. Math., 2006

Parallel hp-Finite Element Simulations of 3D Resistivity Logging Instruments.
Proceedings of the Leading the Web in Concurrent Engineering. Next Generation Concurrent Engineering, 2006


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