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 | 110 | 2017 |
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 | 95 | 2015 |
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 | 82 | 2020 |
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 | 75 | 2016 |
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 | 69 | 2017 |
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 | 64 | 2014 |
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 | 55 | 2018 |
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 | 50 | 2015 |
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 | 38 | 2019 |
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 | 35 | 2020 |
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 | 33 | 2017 |
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 | 28 | 2020 |
Sparse multiresolution regression for uncertainty propagation DE Schiavazzi, A Doostan, G Iaccarino International Journal for Uncertainty Quantification 4 (4), 2014 | 26 | 2014 |
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 | 23 | 2021 |
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 | 23 | 2019 |
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 | 21 | 2020 |
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 | 19 | 2021 |
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 | 18 | 2022 |
The effect of velocity filtering in pressure estimation DE Schiavazzi, A Nemes, S Schmitter, F Coletti Experiments in Fluids 58, 1-21, 2017 | 18 | 2017 |
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 | 16 | 2019 |