Audrey Olivier

According to our database, Audrey Olivier authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Empowering Bayesian Neural Networks with Functional Priors through Anchored Ensembling for Mechanics Surrogate Modeling Applications.

Javad Ghorbanian, Nicholas Casaprima, Audrey Olivier

CoRR, 2024

2023

UQpy v4.1: Uncertainty quantification with Python.

Dimitrios Tsapetis, Michael D. Shields, Dimitris G. Giovanis, Audrey Olivier, Lukás Novák, Promit Chakroborty, Himanshu Sharma, Mohit Singh Chauhan, Katiana Kontolati, Lohit Vandanapu, Dimitrios Loukrezis, Michael Gardner

SoftwareX, December, 2023

Bayesian neural networks with physics-aware regularization for probabilistic travel time modeling.

Audrey Olivier, Sevin Mohammadi, Andrew W. Smyth, Matt Adams

Comput. Aided Civ. Infrastructure Eng., December, 2023

2021

An efficient optimization based microstructure reconstruction approach with multiple loss functions.

Anindya Bhaduri, Ashwini Gupta, Audrey Olivier, Lori Graham-Brady

CoRR, 2021

Short-Term Adaptive Emergency Call Volume Prediction.

Elioth Sanabria, Henry Lam, Enrique Lelo de Larrea, Jay Sethuraman, Sevin Mohammadi, Audrey Olivier, Andrew W. Smyth, Edward M. Dolan, Nicholas E. Johnson, Timothy R. Kepler, Afsan Quayyum, Kathleen S. Thomson

Proceedings of the Winter Simulation Conference, 2021

Simulating New York City Hospital Load Balancing During COVID-19.

Enrique Lelo de Larrea, Henry Lam, Elioth Sanabria, Jay Sethuraman, Sevin Mohammadi, Audrey Olivier, Andrew W. Smyth, Edward M. Dolan, Nicholas E. Johnson, Timothy R. Kepler, Afsan Quayyum, Kathleen S. Thomson

Proceedings of the Winter Simulation Conference, 2021

2020

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

Audrey Olivier, Dimitris G. Giovanis, B. S. Aakash, Mohit Singh Chauhan, Lohit Vandanapu, Michael D. Shields

J. Comput. Sci., 2020