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Douglas L. Allaire
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Journal Articles

Asynchronous Multi-Information Source Bayesian Optimization

Danial Khatamsaz, Raymundo Arroyave, Douglas L. Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research Papers
J. Mech. Des. October 2024, 146(10): 101708.
Paper No: MD-23-1722
https://doi.org/10.1115/1.4065064
Published Online: April 9, 2024
View Article titled, Asynchronous Multi-Information Source Bayesian Optimization
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Topics: Design, Optimization, Simulation, Performance
Journal Articles

Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes

Seyede Fatemeh Ghoreishi, Samuel Friedman, Douglas L. Allaire
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. July 2019, 141(7): 071404.
Paper No: MD-18-1596
https://doi.org/10.1115/1.4043202
Published Online: March 28, 2019
View Article titled, Adaptive Dimensionality Reduction for Fast Sequential Optimization With Gaussian Processes
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Topics: Design, Optimization, Dimensions, Wings
Journal Articles

Variance-Based Sensitivity Analysis to Support Simulation-Based Design Under Uncertainty

Max M. J. Opgenoord, Douglas L. Allaire, Karen E. Willcox
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. November 2016, 138(11): 111410.
Paper No: MD-16-1188
https://doi.org/10.1115/1.4034224
Published Online: September 12, 2016
View Article titled, Variance-Based Sensitivity Analysis to Support Simulation-Based Design Under Uncertainty
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Topics: Design, Sensitivity analysis, Uncertainty, Aircraft, Simulation, Algorithms, Conceptual design
Proceedings Papers

A Comparison of Two Methods for Predicting Emissions From Aircraft Gas Turbine Combustors

Douglas L. Allaire, Ian A. Waitz, Karen E. Willcox
Proc. ASME. GT2007, Volume 2: Turbo Expo 2007, 899-908, May 14–17, 2007
Publisher: American Society of Mechanical Engineers
Paper No: GT2007-28346
https://doi.org/10.1115/GT2007-28346
View Paper titled, A Comparison of Two Methods for Predicting Emissions From Aircraft Gas Turbine Combustors
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Topics: Aircraft, Combustion chambers, Emissions, Gas turbines, Design, Nitrogen oxides, Physics, Modeling, Polynomials, Tradeoffs