Plane Cascade Aerodynamic Performance Prediction Based on Metric Learning for Multi-Output Gaussian Process Regression

Plane Cascade Aerodynamic Performance Prediction Based on Metric Learning for Multi-Output Gaussian Process Regression

Multi-output Gaussian process regression measures the similarity between samples based on Euclidean distance and assigns the same weight to each feature. However, there are significant differences in the aerodynamic performance of plane cascades composed of symmetric and asymmetric blade shapes, and...

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Bibliographic Details
Main Authors: Lin Liu, Chunming Yang, Honghui Xiang, Jiazhe Lin
Format: Article
Language:English
Published: MDPI AG 2023-09-01
Series:Symmetry
Subjects:
machine learning
aerodynamic analysis
multiple outputs
Gaussian process regression
metric learning
Online Access:https://www.mdpi.com/2073-8994/15/9/1692

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