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03/07/2022
Prior-informed Uncertainty Modelling with Bayesian Polynomial Approximations
Orthogonal polynomial approximations form the foundation to a set of wel...
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12/31/2020
Blade Envelopes Part II: Multiple Objectives and Inverse Design
Blade envelopes offer a set of data-driven tolerance guidelines for manu...
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11/30/2020
Bayesian Assessments of Aeroengine Performance
Aeroengine performance is determined by temperature and pressure profile...
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11/22/2020
Blade Envelopes Part I: Concept and Methodology
Blades manufactured through flank and point milling will likely exhibit ...
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10/20/2019
Supporting Multi-point Fan Design with Dimension Reduction
Motivated by the idea of turbomachinery active subspace performance maps...
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08/08/2019
Spatial Flow-Field Approximation Using Few Thermodynamic Measurements Part II: Uncertainty Assessments
In this second part of our two-part paper, we provide a detailed, freque...
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08/08/2019
Spatial Flow-Field Approximation Using Few Thermodynamic Measurements Part I: Formulation and Area Averaging
Our investigation raises an important question that is of relevance to t...
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07/18/2019
Extremum Global Sensitivity Analysis with Least Squares Polynomials and their Ridges
Global sensitivity analysis is a powerful set of ideas and computational...
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07/16/2019