Douglas L. Allaire

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 10

Top Topics

Parameter Estimation

Top Venues

J. Comput. Inf. Sci. Eng.

J. Aerosp. Inf. Syst.

Publications

Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
Reducing the Search Space for Global Minimum: A Focused Regions Identification Method for Least Squares Parameter Estimation in Nonlinear Models. J. Comput. Inf. Sci. Eng. 23 (2) (2023)
Danial Khatamsaz, Vahid Attari, Raymundo Arróyave, Douglas L. Allaire
Efficient Propagation of Uncertainty via Reordering Monte Carlo Samples. CoRR (2023)
Guanglu Zhang, Douglas L. Allaire, Jonathan Cagan
Taking the Guess Work Out of the Initial Guess: A Solution Interval Method for Least-Squares Parameter Estimation in Nonlinear Models. J. Comput. Inf. Sci. Eng. 21 (2) (2021)
Mahdi Imani, Seyede Fatemeh Ghoreishi, Douglas L. Allaire, Ulisses M. Braga-Neto
MFBO-SSM: Multi-Fidelity Bayesian Optimization for Fast Inference in State-Space Models. AAAI (2019)
Renee Swischuk, Douglas L. Allaire
A Machine Learning Approach to Aircraft Sensor Error Detection and Correction. J. Comput. Inf. Sci. Eng. 19 (4) (2019)
Seyede Fatemeh Ghoreishi, W. D. Thomison, Douglas L. Allaire
Sequential Information-Theoretic and Reification-Based Approach for Querying Multi-Information Sources. J. Aerosp. Inf. Syst. 16 (12) (2019)
Qinxian Chelsea Curran, Douglas L. Allaire, Karen E. Willcox
Sensitivity analysis methods for mitigating uncertainty in engineering system design. Syst. Eng. 21 (3) (2018)
Sergio Amaral, Douglas L. Allaire, Karen Willcox
-norm empirical importance weights for the change of probability measure. Stat. Comput. 27 (3) (2017)
Brian J. Burrows, Benson Isaac, Douglas L. Allaire
Multitask Aircraft Capability Estimation Using Conjunctive Filters. J. Aerosp. Inf. Syst. 14 (12) (2017)
Sergio Amaral, Douglas L. Allaire, Elena De La Rosa Blanco, Karen Willcox
A decomposition-based uncertainty quantification approach for environmental impacts of aviation technology and operation. Artif. Intell. Eng. Des. Anal. Manuf. 31 (3) (2017)
Douglas L. Allaire, George Noel, Karen Willcox, Rebecca Cointin
Uncertainty quantification of an Aviation Environmental Toolsuite. Reliab. Eng. Syst. Saf. 126 (2014)
Douglas L. Allaire, D. Kordonowy, M. Lecerf, Laura Mainini, Karen Willcox
Multifidelity DDDAS Methods with Application to a Self-aware Aerospace Vehicle. ICCS (2014)
Douglas L. Allaire, J. Chambers, Raghvendra V. Cowlagi, David N. Kordonowy, M. Lecerf, Laura Mainini, F. Ulker, Karen Willcox
An Offline/Online DDDAS Capability for Self-Aware Aerospace Vehicles. ICCS (2013)
Douglas L. Allaire, George Biros, J. Chambers, Omar Ghattas, D. Kordonowy, Karen Willcox
Dynamic Data Driven Methods for Self-aware Aerospace Vehicles. ICCS (2012)
Douglas L. Allaire, Karen Willcox
A variance-based sensitivity index function for factor prioritization. Reliab. Eng. Syst. Saf. 107 (2012)
Douglas L. Allaire, Karen Willcox
Fusing information from multifidelity computer models of physical systems. FUSION (2012)