Data Fusion of Wing Pressure Distributions Using Scalable Gaussian Processes
Mehdi Anhichem,
Sebastian Timme,
Jony Castagna
et al.
Abstract:Aircraft design requires a large volume of aerodynamic data to characterize various flight conditions throughout the aircraft’s flight envelope, and the data are typically obtained through wind tunnel testing and numerical analysis. Data acquisition can be costly and inevitably entails multiple sources of uncertainty. Data fusion techniques aim to bring together the strengths and mitigate the limitations of data from various information sources. A multifidelity data fusion framework employing Gaussian process … Show more
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