Douglas Allaire
Title
Cited by
Cited by
Year
Surrogate modeling for uncertainty assessment with application to aviation environmental system models
D Allaire, K Willcox
AIAA journal 48 (8), 1791-1803, 2010
792010
Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources
R Lam, D Allaire, K Willcox
702015
MFBO-SSM: Multi-fidelity Bayesian optimization for fast inference in state-space models
M Imani, SF Ghoreishi, D Allaire, UM Braga-Neto
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 7858-7865, 2019
562019
A physics-based emissions model for aircraft gas turbine combustors
DL Allaire
Massachusetts Institute of Technology, 2006
492006
A mathematical and computational framework for multifidelity design and analysis with computer models
D Allaire, K Willcox
International Journal for Uncertainty Quantification 4 (1), 2014
432014
Multifidelity DDDAS methods with application to a self-aware aerospace vehicle
D Allaire, D Kordonowy, M Lecerf, L Mainini, K Willcox
Procedia Computer Science 29, 1182-1192, 2014
412014
Adaptive uncertainty propagation for coupled multidisciplinary systems
SF Ghoreishi, DL Allaire
AIAA journal 55 (11), 3940-3950, 2017
382017
Multi-information source constrained Bayesian optimization
SF Ghoreishi, D Allaire
Structural and Multidisciplinary Optimization 59 (3), 977-991, 2019
352019
A decomposition‐based approach to uncertainty analysis of feed‐forward multicomponent systems
S Amaral, D Allaire, K Willcox
International Journal for Numerical Methods in Engineering 100 (13), 982-1005, 2014
332014
Bayesian uncertainty quantification and information fusion in CALPHAD-based thermodynamic modeling
P Honarmandi, TC Duong, SF Ghoreishi, D Allaire, R Arroyave
Acta Materialia 164, 636-647, 2019
322019
A variance-based sensitivity index function for factor prioritization
DL Allaire, KE Willcox
Reliability Engineering & System Safety 107, 107-114, 2012
322012
An information-theoretic metric of system complexity with application to engineering system design
D Allaire, Q He, J Deyst, K Willcox
322012
Methodology for dynamic data-driven online flight capability estimation
M Lecerf, D Allaire, K Willcox
AIAA Journal 53 (10), 3073-3087, 2015
312015
Uncertainty assessment of complex models with application to aviation environmental systems
DL Allaire
Massachusetts Institute of Technology, Department of Aeronautics and …, 2009
272009
A comparison of two methods for predicting emissions from aircraft gas turbine combustors
DL Allaire, IA Waitz, KE Willcox
Turbo Expo: Power for Land, Sea, and Air 47918, 899-908, 2007
262007
Variance-based sensitivity analysis to support simulation-based design under uncertainty
MMJ Opgenoord, DL Allaire, KE Willcox
Journal of Mechanical Design 138 (11), 111410, 2016
242016
Compositional uncertainty analysis via importance weighted gibbs sampling for coupled multidisciplinary systems
SF Ghoreishi, DL Allaire
18th AIAA non-deterministic approaches conference, 1443, 2016
232016
Quantifying the impact of different model discrepancy formulations in coupled multidisciplinary systems
S Friedman, SF Ghoreishi, DL Allaire
19th AIAA non-deterministic approaches conference, 1950, 2017
222017
An offline/online DDDAS capability for self-aware aerospace vehicles
D Allaire, J Chambers, R Cowlagi, D Kordonowy, M Lecerf, L Mainini, ...
Procedia Computer Science 18, 1959-1968, 2013
222013
Dynamic data driven methods for self-aware aerospace vehicles
D Allaire, G Biros, J Chambers, O Ghattas, D Kordonowy, K Willcox
Procedia Computer Science 9, 1206-1210, 2012
222012
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