Douglas L. Allaire

According to our database, Douglas L. Allaire authored at least 16 papers between 2012 and 2023.

Collaborative distances:

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

2023

Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models.

Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng., 2023

Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples.

Danial Khatamsaz, Vahid Attari, Raymundo Arróyave, Douglas L. Allaire

CoRR, 2023

2021

Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models.

Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan

J. Comput. Inf. Sci. Eng., 2021

2019

Sequential Information-Theoretic and Reification-Based Approach for Querying Multi-Information Sources.

Seyede Fatemeh Ghoreishi, W. D. Thomison, Douglas L. Allaire

J. Aerosp. Inf. Syst., December, 2019

A Machine Learning Approach to Aircraft Sensor Error Detection and Correction.

Renee Swischuk, Douglas L. Allaire

J. Comput. Inf. Sci. Eng., 2019

MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models.

Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas L. Allaire, Ulisses M. Braga-Neto

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Sensitivity analysis methods for mitigating uncertainty in engineering system design.

Qinxian Chelsea Curran, Douglas L. Allaire, Karen E. Willcox

Syst. Eng., 2018

2017

Optimal L₂-norm empirical importance weights for the change of probability measure.

Sergio Amaral, Douglas L. Allaire, Karen Willcox

Stat. Comput., 2017

Multitask Aircraft Capability Estimation Using Conjunctive Filters.

Brian J. Burrows, Benson Isaac, Douglas L. Allaire

J. Aerosp. Inf. Syst., 2017

A decomposition-based uncertainty quantification approach for environmental impacts of aviation technology and operation.

Sergio Amaral, Douglas L. Allaire, Elena De La Rosa Blanco, Karen Willcox

Artif. Intell. Eng. Des. Anal. Manuf., 2017

2014

Uncertainty quantification of an Aviation Environmental Toolsuite.

Douglas L. Allaire, George Noel, Karen Willcox, Rebecca Cointin

Reliab. Eng. Syst. Saf., 2014

Multifidelity DDDAS Methods with Application to a Self-aware Aerospace Vehicle.

Douglas L. Allaire, D. Kordonowy, M. Lecerf, Laura Mainini, Karen Willcox

Proceedings of the International Conference on Computational Science, 2014

2013

An Offline/Online DDDAS Capability for Self-Aware Aerospace Vehicles.

Douglas L. Allaire, J. Chambers, Raghvendra V. Cowlagi, David N. Kordonowy, M. Lecerf, Laura Mainini, F. Ulker, Karen Willcox

Proceedings of the International Conference on Computational Science, 2013

2012

A variance-based sensitivity index function for factor prioritization.

Douglas L. Allaire, Karen Willcox

Reliab. Eng. Syst. Saf., 2012

Dynamic Data Driven Methods for Self-aware Aerospace Vehicles.

Douglas L. Allaire, George Biros, J. Chambers, Omar Ghattas, D. Kordonowy, Karen Willcox

Proceedings of the International Conference on Computational Science, 2012

Fusing information from multifidelity computer models of physical systems.

Douglas L. Allaire, Karen Willcox

Proceedings of the 15th International Conference on Information Fusion, 2012