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Daniele Schiavazzi
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Automated tuning for parameter identification and uncertainty quantification in multi-scale coronary simulations
JS Tran, DE Schiavazzi, AB Ramachandra, AM Kahn, AL Marsden
Computers & fluids 142, 128-138, 2017
1102017
Three-dimensional inspiratory flow in the upper and central human airways
AJ Banko, F Coletti, D Schiavazzi, CJ Elkins, JK Eaton
Experiments in Fluids 56, 1-12, 2015
952015
Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics
CM Fleeter, G Geraci, DE Schiavazzi, AM Kahn, AL Marsden
Computer methods in applied mechanics and engineering 365, 113030, 2020
822020
Uncertainty quantification in virtual surgery hemodynamics predictions for single ventricle palliation
DE Schiavazzi, G Arbia, C Baker, AM Hlavacek, TY Hsia, AL Marsden, ...
International journal for numerical methods in biomedical engineering 32 (3 …, 2016
752016
Patient‐specific parameter estimation in single‐ventricle lumped circulation models under uncertainty
DE Schiavazzi, A Baretta, G Pennati, TY Hsia, AL Marsden
International journal for numerical methods in biomedical engineering 33 (3 …, 2017
692017
A matching pursuit approach to solenoidal filtering of three-dimensional velocity measurements
D Schiavazzi, F Coletti, G Iaccarino, JK Eaton
Journal of Computational Physics 263, 206-221, 2014
642014
Hemodynamics in a giant intracranial aneurysm characterized by in vitro 4D flow MRI
O Amili, D Schiavazzi, S Moen, B Jagadeesan, PF Van de Moortele, ...
PLoS One 13 (1), e0188323, 2018
552018
Hemodynamic effects of left pulmonary artery stenosis after superior cavopulmonary connection: a patient-specific multiscale modeling study
DE Schiavazzi, EO Kung, AL Marsden, C Baker, G Pennati, TY Hsia, ...
The Journal of thoracic and cardiovascular surgery 149 (3), 689-696. e3, 2015
502015
Uncertainty quantification of simulated biomechanical stimuli in coronary artery bypass grafts
JS Tran, DE Schiavazzi, AM Kahn, AL Marsden
Computer methods in applied mechanics and engineering 345, 402-428, 2019
382019
The effects of clinically‐derived parametric data uncertainty in patient‐specific coronary simulations with deformable walls
J Seo, DE Schiavazzi, AM Kahn, AL Marsden
International journal for numerical methods in biomedical engineering 36 (8 …, 2020
352020
A generalized multi-resolution expansion for uncertainty propagation with application to cardiovascular modeling
DE Schiavazzi, A Doostan, G Iaccarino, AL Marsden
Computer methods in applied mechanics and engineering 314, 196-221, 2017
332017
A computational bio-chemo-mechanical model of in vivo tissue-engineered vascular graft development
R Khosravi, AB Ramachandra, JM Szafron, DE Schiavazzi, CK Breuer, ...
Integrative biology 12 (3), 47-63, 2020
282020
Sparse multiresolution regression for uncertainty propagation
DE Schiavazzi, A Doostan, G Iaccarino
International Journal for Uncertainty Quantification 4 (4), 2014
262014
Geometric uncertainty in patient-specific cardiovascular modeling with convolutional dropout networks
GD Maher, CM Fleeter, DE Schiavazzi, AL Marsden
Computer methods in applied mechanics and engineering 386, 114038, 2021
232021
Performance of preconditioned iterative linear solvers for cardiovascular simulations in rigid and deformable vessels
J Seo, DE Schiavazzi, AL Marsden
Computational mechanics 64, 717-739, 2019
232019
Multifidelity estimators for coronary circulation models under clinically informed data uncertainty
J Seo, C Fleeter, AM Kahn, AL Marsden, DE Schiavazzi
International Journal for Uncertainty Quantification 10 (5), 2020
212020
Predictive modeling of secondary pulmonary hypertension in left ventricular diastolic dysfunction
KK Harrod, JL Rogers, JA Feinstein, AL Marsden, DE Schiavazzi
Frontiers in physiology 12, 666915, 2021
192021
Variational inference with NoFAS: Normalizing flow with adaptive surrogate for computationally expensive models
Y Wang, F Liu, DE Schiavazzi
Journal of Computational Physics 467, 111454, 2022
182022
The effect of velocity filtering in pressure estimation
DE Schiavazzi, A Nemes, S Schmitter, F Coletti
Experiments in Fluids 58, 1-21, 2017
182017
Bayesian inference of constitutive model parameters from uncertain uniaxial experiments on murine tendons
AR Akintunde, KS Miller, DE Schiavazzi
Journal of the mechanical behavior of biomedical materials 96, 285-300, 2019
162019
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Articles 1–20