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Douglas Allaire
Douglas Allaire
Associate Professor, Texas A&M University
Bestätigte E-Mail-Adresse bei tamu.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Multifidelity Optimization using Statistical Surrogate Modeling for Non-Hierarchical Information Sources
R Lam, D Allaire, K Willcox
1242015
Surrogate modeling for uncertainty assessment with application to aviation environmental system models
D Allaire, K Willcox
AIAA journal 48 (8), 1791-1803, 2010
972010
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
772019
Multi-information source constrained Bayesian optimization
SF Ghoreishi, D Allaire
Structural and Multidisciplinary Optimization 59, 977-991, 2019
692019
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
632019
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
632014
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
592014
A physics-based emissions model for aircraft gas turbine combustors
DL Allaire
Massachusetts Institute of Technology, 2006
582006
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
532014
Adaptive uncertainty propagation for coupled multidisciplinary systems
SF Ghoreishi, DL Allaire
AIAA journal 55 (11), 3940-3950, 2017
502017
An information-theoretic metric of system complexity with application to engineering system design
D Allaire, Q He, J Deyst, K Willcox
442012
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
432018
Methodology for dynamic data-driven online flight capability estimation
M Lecerf, D Allaire, K Willcox
AIAA Journal 53 (10), 3073-3087, 2015
432015
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
412018
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
402022
A variance-based sensitivity index function for factor prioritization
DL Allaire, KE Willcox
Reliability Engineering & System Safety 107, 107-114, 2012
392012
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
372019
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
352018
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
352016
Adaptive dimensionality reduction for fast sequential optimization with gaussian processes
SF Ghoreishi, S Friedman, DL Allaire
Journal of Mechanical Design 141 (7), 071404, 2019
332019
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