Daniele E. Schiavazzi

MedicineDecision SciencesPhysics and AstronomyEngineeringComputer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 13 papers. Top paper: “Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics”.

Multilevel and multifidelity uncertainty quantification for cardiovascular hemodynamics

Computer Methods in Applied Mechanics and Engineering(2020)10.1016/j.cma.2020.113030

N/A

0DataRank · unranked

103 citations

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

A computational bio-chemo-mechanical model of in vivo tissue-engineered vascular graft development

Integrative Biology(2020)10.1093/intbio/zyaa004

N/A

0DataRank · unranked

26 citations

Abhay B. Ramachandra, Jason M. Szafron, Daniele E. Schiavazzi, Christopher K. Breuer, Jay D. Humphrey +1 more

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

Computer Methods in Applied Mechanics and Engineering(2021)10.1016/j.cma.2021.114038

N/A

0DataRank · unranked

32 citations

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

Predictive Modeling of Secondary Pulmonary Hypertension in Left Ventricular Diastolic Dysfunction

Frontiers in Physiology(2021)10.3389/fphys.2021.666915

N/A

0DataRank · unranked

19 citations

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

Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques

arXiv (Cornell University)(2023)10.48550/arxiv.2312.12361

N/A

0DataRank · unranked

1 citations

Gianluca Geraci, Matteo Salvador, Karthik Menon, Alison L. Marsden, Daniele E. Schiavazzi +1 more

A Probabilistic Neural Twin for Treatment Planning in Peripheral Pulmonary Artery Stenosis

arXiv (Cornell University)(2023)10.48550/arxiv.2312.00854

N/A

0DataRank · unranked

0 citations

Jakob Richter, Martin R. Pfaller, Jason M. Szafron, Karthik Menon, Andrea Zanoni +6 more

Improved multifidelity Monte Carlo estimators based on normalizing flows and dimensionality reduction techniques

Computer Methods in Applied Mechanics and Engineering(2024)10.1016/j.cma.2024.117119

N/A

0DataRank · unranked

14 citations

Gianluca Geraci, Matteo Salvador, Karthik Menon, Alison L. Marsden, Daniele E. Schiavazzi +1 more

A probabilistic neural twin for treatment planning in peripheral pulmonary artery stenosis

International Journal for Numerical Methods in Biomedical Engineering(2024)10.1002/cnm.3820

N/A

0DataRank · unranked

8 citations

Jakob Richter, Martin R. Pfaller, Jason M. Szafron, Karthik Menon, Andrea Zanoni +6 more

Neural active manifolds: nonlinear dimensionality reduction for uncertainty quantification

arXiv (Cornell University)(2024)10.48550/arxiv.2408.03534

N/A

0DataRank · unranked

3 citations

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

Personalized and uncertainty-aware coronary hemodynamics simulations: From Bayesian estimation to improved multi-fidelity uncertainty quantification

Computer Methods and Programs in Biomedicine(2025)10.1016/j.cmpb.2025.108951

N/A

0DataRank · unranked

9 citations

Andrea Zanoni, Owais Khan, Gianluca Geraci, Koen Nieman, Daniele E. Schiavazzi +2 more

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(2025)10.1098/rsta.2024.0221

N/A

0DataRank · unranked

11 citations

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

Neural Active Manifolds: Nonlinear Dimensionality Reduction for Uncertainty Quantification

Journal of Scientific Computing(2025)10.1007/s10915-025-03113-7

N/A

0DataRank · unranked

2 citations

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

On the performance of multi-fidelity and reduced-dimensional neural emulators for inference of physiological boundary conditions

Computers in Biology and Medicine(2025)10.1016/j.compbiomed.2025.111389

N/A

0DataRank · unranked

0 citations

Andrea Zanoni, Daniele E. Schiavazzi, Alison L. Marsden, Chil‐Sung Choi