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Ph.D. California Institute of Technology, USA. M.S. California Institute of Technology, USA. Ingeniero Civil Estructural, Pontifica Universidad Católica de Chile, Santiago

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Keywords from publications

Title Year Doi
Three-dimensional quantification of vorticity and helicity from 3D cine PC-MRI using finite-element interpolations 2018 https://doi.org/10.1002/mrm.26687
Variability of 4D flow parameters when subjected to changes in MRI acquisition parameters using a realistic thoracic aortic phantom 2018 https://doi.org/10.1002/mrm.26834
Simultaneous left and right ventricle segmentation using topology preserving level sets 2017 https://doi.org/10.1016/j.bspc.2016.11.002
States of stress and slip partitioning in a continental scale strike-slip duplex: Tectonic and magmatic implications by means of finite element modeling 2017 https://doi.org/10.1016/j.epsl.2017.05.041
Non-ohmic tissue conduction in cardiac electrophysiology: Upscaling the non-linear voltage-dependent conductance of gap junctions 2020 https://doi.org/10.1371/journal.pcbi.1007232
Non-invasive continuous respiratory monitoring using temperature-based sensors 2020 https://doi.org/10.1007/s10877-019-00329-5
Physics-Informed Neural Networks for Cardiac Activation Mapping 2020 https://doi.org/10.3389/fphy.2020.00042
Mapping regional strain in anesthetised healthy subjects during spontaneous ventilation 2019 https://doi.org/10.1136/bmjresp-2019-000423
Multi-fidelity classification using Gaussian processes: Accelerating the prediction of large-scale computational models 2019 https://doi.org/10.1016/j.cma.2019.112602
The role of three-dimensionality and alveolar pressure in the distribution and amplification of alveolar stresses 2019 https://doi.org/10.1038/s41598-019-45343-4
Primal and Mixed Finite Element Methods for Deformable Image Registration Problems 2018 https://doi.org/10.1137/17M115219X
Non-conforming finite-element formulation for cardiac electrophysiology: an effective approach to reduce the computation time of heart simulations without compromising accuracy 2018 https://doi.org/10.1007/s00466-017-1473-5
Renal Decapsulation Prevents Intrinsic Renal Compartment Syndrome in Ischemia-Reperfusion-Induced Acute Kidney Injury: A Physiologic Approach 2018 https://doi.org/10.1097/CCM.0000000000002830
Semi-implicit Non-conforming Finite-Element Schemes for Cardiac Electrophysiology: A Framework for Mesh-Coarsening Heart Simulations 2018 https://doi.org/10.3389/fphys.2018.01513
On improving the numerical convergence of highly nonlinear elasticity problems 2018 https://doi.org/10.1016/j.cma.2018.03.033
Uncertainty quantification of 2 models of cardiac electromechanics 2017 https://doi.org/10.1002/cnm.2894
Does Regional Lung Strain Correlate With Regional Inflammation in Acute Respiratory Distress Syndrome During Nonprotective Ventilation? An Experimental Porcine Study 2018 https://doi.org/10.1097/CCM.0000000000003072
3D axial and circumferential wall shear stress from 4D flow MRI data using a finite element method and a laplacian approach 2018 https://doi.org/10.1002/mrm.26927
Micromechanical model of lung parenchyma hyperelasticity 2018 https://doi.org/10.1016/j.jmps.2017.11.021
The importance of mechano-electrical feedback and inertia in cardiac electromechanics 2017 https://doi.org/10.1016/j.cma.2017.03.015
Spatial patterns and frequency distributions of regional deformation in the healthy human lung 2017 https://doi.org/10.1007/s10237-017-0895-5
Fluid flow migration, rock stress and deformation due to a crustal fault slip in a geothermal system: A poro-elasto-plastic perspective 2023 https://doi.org/10.1016/j.epsl.2023.117994
Multiscale modeling of lung mechanics: From alveolar microstructure to pulmonary function 2023 https://doi.org/10.1016/j.jmps.2023.105364
WarpPINN: Cine-MR image registration with physics-informed neural networks 2023 https://doi.org/10.1016/j.media.2023.102925
Morphometric analysis of airways in pre-COPD and mild COPD lungs using continuous surface representations of the bronchial lumen 2023 https://doi.org/10.3389/fbioe.2023.1271760
Machine learning modeling of lung mechanics: Assessing the variability and propagation of uncertainty in respiratory-system compliance and airway resistance 2024 https://doi.org/10.1016/j.cmpb.2023.107888
Mechanics-informed snakes isogeometric analysis (MISIGA): an image-based method for the estimation of local deformation and strain in blood vessels 2022 https://doi.org/10.1007/s00366-022-01738-y
Computational modeling of capillary perfusion and gas exchange in alveolar tissue 2022 https://doi.org/10.1016/j.cma.2022.115418
Snakes Isogeometric Analysis (SIGA): Towards accurate and flexible geometrical models of the respiratory airways 2022 https://doi.org/10.1016/j.cma.2022.114841
Whole-lung finite-element models for mechanical ventilation and respiratory research applications 2022 https://doi.org/10.3389/fphys.2022.984286
Fully Three-Dimensional Hemodynamic Characterization of Altered Blood Flow in Bicuspid Aortic Valve Patients With Respect to Aortic Dilatation: A Finite Element Approach 2022 https://doi.org/10.3389/fcvm.2022.885338
Distribution and Magnitude of Regional Volumetric Lung Strain and Its Modification by PEEP in Healthy Anesthetized and Mechanically Ventilated Dogs 2022 https://doi.org/10.3389/fvets.2022.839406
Determination of the Respiratory Compensation Point by Detecting Changes in Intercostal Muscles Oxygenation by Using Near-Infrared Spectroscopy 2022 https://doi.org/10.3390/life12030444
Three-Dimensional Whole-Organ Characterization of the Regional Alveolar Morphology in Normal Murine Lungs 2021 https://doi.org/10.3389/fphys.2021.755468
Accelerating cardiac and vessel mechanics simulations: An energy-transform variational formulation for soft-tissue hyperelasticity 2021 https://doi.org/10.1016/j.cma.2021.113764
Comprehensive Assessment of Left Intraventricular Hemodynamics Using a Finite Element Method: An Application to Dilated Cardiomyopathy Patients 2021 https://doi.org/10.3390/app112311165
Adaptive Mesh Refinement in Deformable Image Registration: A Posteriori Error Estimates for Primal and Mixed Formulations 2021 https://doi.org/10.1137/20M1364333
Evaluation of Lung Aeration and Respiratory System Mechanics in Obese Dogs Ventilated With Tidal Volumes Based on Ideal vs. Current Body Weight 2021 https://doi.org/10.3389/fvets.2021.704863
Pressure-driven micro-poro-mechanics: A variational framework for modeling the response of porous materials 2021 https://doi.org/10.1016/j.ijengsci.2021.103586
New primal and dual-mixed finite element methods for stable image registration with singular regularization 2021 https://doi.org/10.1142/S021820252150024X
Upscaling the poroelastic behavior of the lung parenchyma: A finite-deformation micromechanical model 2020 https://doi.org/10.1016/j.jmps.2020.104147
Estimation of changes in cyclic lung strain by electrical impedance tomography: Proof-of-concept study 2021 https://doi.org/10.1111/aas.13723
Inelastic Deformable Image Registration (i-DIR): Capturing Sliding Motion through Automatic Detection of Discontinuities 2021 https://doi.org/10.3390/math9010097
Respiratory Volume Monitoring: A Machine-Learning Approach to the Non-Invasive Prediction of Tidal Volume and Minute Ventilation 2020 https://doi.org/10.1109/ACCESS.2020.3045603
On the Role of Ionic Modeling on the Signature of Cardiac Arrhythmias for Healthy and Diseased Hearts 2020 https://doi.org/10.3390/math8122242
In-silico study of the cardiac arrhythmogenic potential of biomaterial injection therapy 2020 https://doi.org/10.1038/s41598-020-69900-4
Progression of regional lung strain and heterogeneity in lung injury: assessing the evolution under spontaneous breathing and mechanical ventilation 2020 https://doi.org/10.1186/s13613-020-00725-0
A physiological approach to understand the role of respiratory effort in the progression of lung injury in SARS-CoV-2 infection 2020 https://doi.org/10.1186/s13054-020-03197-7
Noninvasive Continuous Positive Airway Pressure Is a Lung- and Diaphragm-protective Approach in Self-inflicted Lung Injury 2024 https://doi.org/10.1164/rccm.202309-1629LE
Modeling pulmonary perfusion and gas exchange in alveolar microstructures 2025 https://doi.org/10.1016/j.cma.2024.117499
Mechanical and morphological characterization of the emphysematous lung tissue 2024 https://doi.org/10.1016/j.actbio.2024.04.039
Estimation of ventilatory thresholds during exercise using respiratory wearable sensors 2024 https://doi.org/10.1038/s41746-024-01191-9
A machine-learning regional clustering approach to understand ventilator-induced lung injury: a proof-of-concept experimental study 2024 https://doi.org/10.1186/s40635-024-00641-8

School Co-Authors

* Authors who are no longer vigent are not clickable.

External Co-Authors

  • Jaime Retamal
    4 publications
  • Pablo Cruces
    3 publications
  • Benjamin Erranz
    2 publications
  • Agustin Perez
    2 publications
  • Muriel Gerbault
    1 publication
  • Gonzalo Fernandez
    1 publication
  • Carlos Gonzalez
    1 publication
  • Orlando Diaz
    1 publication
  • Pablo Arratia Lopez
    1 publication
  • Nicolas Monteverde-Fernandez
    1 publication
  • Fernanda Blasina
    1 publication
  • Felipe Concha
    1 publication
  • Felipe Contreras-Briceno
    1 publication
  • Hernan Mella
    1 publication
  • Pablo Arratia Lopez
    1 publication
  • Rosina Dapueto
    1 publication
  • Javiera Ruz
    1 publication
  • Vader Johnson
    1 publication
  • Daniela Poblete
    1 publication
  • Hernan Mella
    1 publication
  • Mauro Namias
    1 publication
  • Vanessa Oviedo
    1 publication
  • Pablo Arratia Lopez
    1 publication
  • Jorge Cancino
    1 publication
  • Sergio Uribe
    1 publication
  • Hernan Mella
    1 publication
  • Sebastian Gonzalez-Dambrauskas
    1 publication
  • Andres Damian
    1 publication
  • Pablo Iturrieta
    1 publication
  • Franco Diaz
    1 publication
  • Jose Barahona
    1 publication
  • Sergio Uribe
    1 publication
  • Javier Martinez
    1 publication
  • Hernan Mella
    1 publication
  • Tania Medina
    1 publication
  • Felipe Saez-Leiva
    1 publication
  • Maximiliano Espinosa-Ramirez
    1 publication
  • Sonia Reveco
    1 publication
  • David Ortiz-Puerta
    1 publication
  • Sergio Uribe
    1 publication
  • Alberto Serra
    1 publication
  • Graciela Lago
    1 publication
  • Nibaldo Aviles-Rojas
    1 publication
  • Benjamin Villa
    1 publication
  • Pablo Arratia Lopez
    1 publication
  • Sergio Uribe
    1 publication
  • Lucia Vaamonde
    1 publication
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