Daniele E. Schiavazzi

University of Notre Dame

17H指数

105论文数

986被引数

收录论文 23

发表时间

Assessing the performance of correlation-based multi-fidelity neural emulators 评估基于相关性多 fidelity 神经网络模拟器的性能

Journal of Computational Physics

IF3.8

2026-07-01

OAAI

Villatoro, Cristian J.; Geraci, Gianluca; Schiavazzi, Daniele E.

On the accuracy of implicit neural representations for cardiovascular anatomies and hemodynamic fields 关于隐式神经表示在心血管解剖结构和血流动力学场中的精度

Computers in Biology and Medicine

IF6.3

2026-02-25

PREAI

Jubilee Lee; Daniele E. Schiavazzi

On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions 多 fidelity 和降维神经仿真的性能及其在生理边界条件推断中的应用

Computers in Biology and Medicine

IF6.3

2025-12-16

OAAI

Chloe H. Choi; Andrea Zanoni; Daniele E. Schiavazzi; Alison L. Marsden

Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification 神经活动流形：用于不确定性量化的非线性降维

Journal of Scientific Computing

IF3.3

2025-11-04

OAAI

Andrea Zanoni; Gianluca Geraci; Matteo Salvador; Alison L. Marsden; Daniele E. Schiavazzi

Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification 个性化且具有不确定性感知的冠状动脉血流动力学仿真：从贝叶斯估计到改进的多保真度不确定性量化

Computer Methods and Programs in Biomedicine

IF4.8

2025-07-19

OAAI

Karthik Menon; Andrea Zanoni; M. Owais Khan; Gianluca Geraci; Koen Nieman; Daniele E. Schiavazzi; Alison L. Marsden

InVAErt networks for amortized inference and identifiability analysis of lumped-parameter haemodynamic models

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-04-02

OAAI

Tong, Guoxiang Grayson; Sing-Long, Carlos A.; Schiavazzi, Daniele E.

Bayesian Windkessel calibration using optimized zero-dimensional surrogate models

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-03-13

PREAI

Richter, Jakob; Nitzler, Jonas; Pegolotti, Luca; Menon, Karthik; Biehler, Jonas; Wall, Wolfgang A.; Schiavazzi, Daniele E.; Marsden, Alison L.; Pfaller, Martin R.

Quantification of total uncertainty in the physics-informed reconstruction of CVSim-6 physiology

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2025-03-13

OAAI

De Florio, Mario; Zou, Zongren; Schiavazzi, Daniele E.; Karniadakis, George Em

Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques 基于归一化流和降维技术的改进多保真度蒙特卡洛估计器

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-09-01

OAAI

Zanoni, Andrea; Geraci, Gianluca; Salvador, Matteo; Menon, Karthik; Marsden, Alison L.; Schiavazzi, Daniele E.

InVAErt networks: A data-driven framework for model synthesis and identifiability analysis

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-04-01

OAAI

Tong, Guoxiang Grayson; Long, Carlos A. Sing; Schiavazzi, Daniele E.

An analysis of reconstruction noise from undersampled 4D flow MRI

BIOMEDICAL SIGNAL PROCESSING AND CONTROL

IF4.9

2023-07-01

OAAI

Partin, Lauren; Schiavazzi, Daniele E.; Long, Carlos A. Sing

Multifidelity data fusion in convolutional encoder/decoder networks 卷积编码器/解码器网络中的多保真度数据融合

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-01-01

OAAI

Partin, Lauren; Geraci, Gianluca; Rushdi, Ahmad A.; Eldred, Michael S.; Schiavazzi, Daniele E.

Variational inference with NoFAS: Normalizing flow with adaptive surrogate for computationally expensive models

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2022-10-01

OAAI

Wang, Yu; Liu, Fang; Schiavazzi, Daniele E.

Geometric uncertainty in patient-specific cardiovascular modeling with convolutional dropout networks

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2021-12-01

OAAI

Maher, Gabriel D.; Fleeter, Casey M.; Schiavazzi, Daniele E.; Marsden, Alison L.

An ensemble solver for segregated cardiovascular FSI

COMPUTATIONAL MECHANICS

IF3.8

2021-08-18

PREAI

Li, Xue; Schiavazzi, Daniele E.

Predictive Modeling of Secondary Pulmonary Hypertension in Left Ventricular Diastolic Dysfunction 左心室舒张功能不全继发肺动脉高压的预测模型

FRONTIERS IN PHYSIOLOGY

IF3.4

2021-07-01

OAAI

Harrod, Karlyn K.; Rogers, Jeffrey L.; Feinstein, Jeffrey A.; Marsden, Alison L.; Schiavazzi, Daniele E.

Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2020-06-01

OAAI

Fleeter, Casey M.; Geraci, Gianluca; Schiavazzi, Daniele E.; Kahn, Andrew M.; Marsden, Alison L.

Bayesian inference of constitutive model parameters from uncertain uniaxial experiments on murine tendons

JOURNAL OF THE MECHANICAL BEHAVIOR OF BIOMEDICAL MATERIALS

IF3.5

2019-08-01

OAAI

Akintunde, Akinjide R.; Miller, Kristin S.; Schiavazzi, Daniele E.

Uncertainty quantification of simulated biomechanical stimuli in coronary artery bypass grafts

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2019-03-01

OAAI

Tran, Justin S.; Schiavazzi, Daniele E.; Kahn, Andrew M.; Marsden, Alison L.

Performance of preconditioned iterative linear solvers for cardiovascular simulations in rigid and deformable vessels

COMPUTATIONAL MECHANICS

IF3.8

2019-02-06

OAAI

Seo, Jongmin; Schiavazzi, Daniele E.; Marsden, Alison L.

研究方向