Douglas Allaire
Douglas Allaire
Associate Professor, Texas A&M University
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Zitiert von
Zitiert von
Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources
R Lam, D Allaire, K Willcox
Surrogate modeling for uncertainty assessment with application to aviation environmental system models
D Allaire, K Willcox
AIAA journal 48 (8), 1791-1803, 2010
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
Multi-information source constrained Bayesian optimization
SF Ghoreishi, D Allaire
Structural and Multidisciplinary Optimization 59, 977-991, 2019
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
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
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
A physics-based emissions model for aircraft gas turbine combustors
DL Allaire
Massachusetts Institute of Technology, 2006
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
Adaptive uncertainty propagation for coupled multidisciplinary systems
SF Ghoreishi, DL Allaire
AIAA journal 55 (11), 3940-3950, 2017
Multi-information source fusion and optimization to realize ICME: Application to dual-phase materials
SF Ghoreishi, A Molkeri, A Srivastava, R Arroyave, D Allaire
Journal of Mechanical Design 140 (11), 111409, 2018
An information-theoretic metric of system complexity with application to engineering system design
D Allaire, Q He, J Deyst, K Willcox
Methodology for dynamic data-driven online flight capability estimation
M Lecerf, D Allaire, K Willcox
AIAA Journal 53 (10), 3073-3087, 2015
Capacity planning for modular and transportable infrastructure for shale gas production and processing
RC Allen, D Allaire, MM El-Halwagi
Industrial & Engineering Chemistry Research 58 (15), 5887-5897, 2018
A variance-based sensitivity index function for factor prioritization
DL Allaire, KE Willcox
Reliability Engineering & System Safety 107, 107-114, 2012
Multi-objective materials bayesian optimization with active learning of design constraints: Design of ductile refractory multi-principal-element alloys
D Khatamsaz, B Vela, P Singh, DD Johnson, D Allaire, R Arróyave
Acta Materialia 236, 118133, 2022
A machine learning approach to aircraft sensor error detection and correction
R Swischuk, D Allaire
Journal of Computing and Information Science in Engineering 19 (4), 041009, 2019
A fusion-based multi-information source optimization approach using knowledge gradient policies
SF Ghoreishi, DL Allaire
2018 AIAA/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials …, 2018
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
Uncertainty quantification of an aviation environmental toolsuite
D Allaire, G Noel, K Willcox, R Cointin
Reliability Engineering & System Safety 126, 14-24, 2014
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