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Daniele E. Schiavazzi

University of Notre Dame · US
Area of research
Cardiology and Cardiovascular Medicine · Statistics, Probability and Uncertainty
Research interest
Research interests include Cardiovascular Function and Risk Factors, Probabilistic and Robust Engineering Design, Model Reduction and Neural Networks, and Elasticity and Material Modeling.
h-index
18
citations
1,007
works
103
NIH funding
primary concept
email

Recent publications

Automated tuning for parameter identification and uncertainty quantification in multi-scale coronary simulations
Computers & Fluids 2016cited by 107position: middledoi
Three-dimensional inspiratory flow in the upper and central human airways
Experiments in Fluids 2015cited by 89position: middledoi

Grants

Collaborative Research: CDS&E: Multifidelity Uncertainty Quantification Through Model Ensembles and Repositories
NSF2104831$254,8602021–2025PIRePORTER
CAREER: Bayesian Inference Networks for Model Ensembles
NSF1942662$446,8472020–2025PIRePORTER
Robust Diagnosis in Electronic Health Records Integrating Physics-based Missing Data Multiple Imputation, Fast Inference for Hemodynamic Models, and Differential Privacy.
NSF1918692$880,2032019–2023PIRePORTER

Frequent collaborators

John K. Eaton · Palo Alto University1 papers (2015–2015)Filippo Coletti · University of Connecticut1 papers (2015–2015)Christopher J. Elkins · Palo Alto University1 papers (2015–2015)Alison L. Marsden · Palo Alto University1 papers (2016–2016)Andrew M. Kahn · University of California San Diego1 papers (2016–2016)Justin Tran · The University of Texas Health Science Center at Houston1 papers (2016–2016)Abhay B. Ramachandra · Iowa State University1 papers (2016–2016)Andrew Banko · Palo Alto University1 papers (2015–2015)