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Audrey Olivier

University of Southern California

12H-index
34Paper Count
588Citation Count
Published Papers 13
Publication Date
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Active learning with heteroscedastic Gaussian Process Regression model
errProbabilistic Engineering Mechanics
IF3.5
err2026-06-01
err1
PREAI
errOzbayram, Ozge; Olivier, Audrey; Graham-Brady, Lori
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Special Issue: Data-Driven Design Under Uncertainty
errJournal of Mechanical Design
IF3
err2026-02-01
err0
PREAI
errBostanabad, Ramin; Maupin, Kathryn A.; De, Subhayan; Olivier, Audrey; van-Beek, Anton; Hu, Zhen; Leifsson, Leifur Thor; Chen, Wei
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errSave
Joint Bayesian estimation of process and measurement noise statistics in nonlinear Kalman
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2025-01-01
err0
PREAI
errBilgin, Nihan; Olivier, Audrey
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errSave
Heteroscedastic Gaussian Process Regression for material structure-property relationship modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-11-01
err1
PREAI
errOzbayram, Ozge; Olivier, Audrey; Graham-Brady, Lori
errShare
errSave
Bayesian neural networks with physics-aware regularization for probabilistic travel time modeling
errCOMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING
IF9.1
err2023-05-22
err9
errOAAI
errOlivier, Audrey; Mohammadi, Sevin; Smyth, Andrew W. W.; Adams, Matt
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errSave
Data analytics for improved closest hospital suggestion for EMS operations in New York City
errSUSTAINABLE CITIES AND SOCIETY
IF12
err2022-11-01
err5
errOAAI
errOlivier, Audrey; Adams, Matt; Mohammadi, Sevin; Smyth, Andrew; Thomson, Kathleen; Kepler, Timothy; Dadlani, Monish
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errSave
Bayesian neural networks for uncertainty quantification in data-driven materials modeling
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-12-01
err70
errOAAI
errOlivier, Audrey; Shields, Michael D.; Graham-Brady, Lori
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errSave
An efficient optimization based microstructure reconstruction approach with multiple loss functions
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2021-11-01
err22
errOAAI
errBhaduri, Anindya; Gupta, Ashwini; Olivier, Audrey; Graham-Brady, Lori
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errSave
UQpy: A general purpose Python package and development environment for uncertainty quantification
errnature computational science
IF3.7
err2020-11-01
err52
errOAAI
errOlivier, Audrey; Giovanis, Dimitris G.; Aakash, B. S.; Chauhan, Mohit; Vandanapu, Lohit; Shields, Michael D.
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errSave
A marginalized unscented Kalman filter for efficient parameter estimation with applications to finite element models
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2018-09-01
err18
errOAAI
errOlivier, Audrey; Smyth, Andrew W.
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errSave
Review of Nonlinear Filtering for SHM with an Exploration of Novel Higher-Order Kalman Filtering Algorithms for Uncertainty Quantification
errengineering fracture mechanics
IF3.2
err2017-11-01
err21
PREAI
errOlivier, Audrey; Smyth, Andrew W.
errShare
errSave
Trade offs between statistical agreement and data reproduction in the generation of synthetic ground motions
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2016-01-01
err2
PREAI
errOlivier, Audrey; Smyth, Andrew W.
errShare
errSave
Interactions between poloxamers in aqueous solutions: Micellization and gelation studied by differential scanning calorimetry, small angle X-ray scattering, and rheology
errLANGMUIR
IF3.9
err2007-03-22
err78
PREAI
errArtzner, Franck; Geiger, Sandrine; Olivier, Audrey; Allais, Cecile; Finet, Stephanie; Agnely, Florence
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errSave

Research Directions

The data has not been retrieved yet.
Co-authors
Cooperation Journals
M
Michael D. Shields
H-index: 46 · Papers: 272
A
Andrew W. Smyth
H-index: 37 · Papers: 170
F
Franck Artzner
H-index: 34 · Papers: 187
Z
Zhen Hu
H-index: 34 · Papers: 132
S
Stéphanie Finet
H-index: 33 · Papers: 104
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