Concepedia

Audrey Olivier

AO

13

Publications

535

Citations

12

H-Index

2007

Active since

Affiliations

Columbia University(Current)

University of Southern California

Johns Hopkins University

New York City Fire Department

Audrey Olivier is an author at Columbia University specializing in engineering, uncertainty quantification, and statistics.

Top concepts

EngineeringUncertainty QuantificationManagementStatisticsData ScienceBayesian MethodsComputer ScienceInverse ProblemsMachine LearningState Estimation

Publications per year

2007–2024

13

Publications

13

Bayesian neural networks for uncertainty quantification in data-driven materials modeling

Audrey Olivier, Michael D. Shields, Lori Graham‐Brady · Computer Methods in Applied Mechanics and Engineering · 2021 · 157 citations

Bayesian Statistic, Engineering, Machine Learning +9

Interactions between Poloxamers in Aqueous Solutions: Micellization and Gelation Studied by Differential Scanning Calorimetry, Small Angle X-ray Scattering, and Rheology

Franck Artzner, Sandrine Geiger, Audrey Olivier et al. · Langmuir · 2007 · 85 citations

Gelation Studied, Engineering, Differential Scanning Calorimetry +13

UQpy: A general purpose Python package and development environment for uncertainty quantification

Audrey Olivier, Dimitris G. Giovanis, B.S. Aakash et al. · Journal of Computational Science · 2020 · 82 citations · Full text

Reliability, Engineering, Uncertainty Modeling +11

An efficient optimization based microstructure reconstruction approach with multiple loss functions

Anindya Bhaduri, Ashwini Gupta, Audrey Olivier et al. · arXiv (Cornell University) · 2021 · 38 citations · Full text

Particle filtering and marginalization for parameter identification in structural systems

Audrey Olivier, Andrew W. Smyth · Structural Control and Health Monitoring · 2016 · 34 citations

Nonlinear Filtering, Engineering, Localization +19

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