Machine Learning

Intelligent sensitivity analysis framework based on machine learning for spacecraft thermal design
Aerospace Science and Technology (AST), 2021
Yan XIONG(熊琰), Liang Guo, Yuting Yang, Hongliang Wang
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Intelligent sensitivity analysis framework based on machine learning for spacecraft thermal design
Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters
Journal of Thermophysics and Heat Transfer (JTHT), 2020
Yuting Yang, Liheng Chen, Yan XIONG(熊琰), Shijun Li, Xu Meng
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Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters
Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design
An intelligent optimization strategy based on statistical machine learning for spacecraft thermal design, called IOSML, is proposed.
Yan XIONG(熊琰), Liang Guo, Defu Tian, Yang Zhang, Chunlong Liu
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Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design
An Intelligent Soft Sensor Strategy for Indirect Temperature Measurement of Space Telescope
Applied Thermal Engineering (in revision).
Yan XIONG(熊琰)
Slides
An Intelligent Soft Sensor Strategy for Indirect Temperature Measurement of Space Telescope
Application and Verification of Statistical Machine Learning in Spacecraft Thermal Design Optimization
Journal of Astronomical Telescopes, Instruments, and Systems (under review).
Yan XIONG(熊琰)
Slides
Application and Verification of Statistical Machine Learning in Spacecraft Thermal Design Optimization
Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope
IEEE Transactions on Aerospace and Electronic Systems (under review).
Yan XIONG(熊琰)
Slides
Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope
Surrogate Thermo-physical Model for Spacecraft using Deep Learning
International Journal of Heat and Mass Transfer (under review).
Yan XIONG(熊琰)
Slides
Surrogate Thermo-physical Model for Spacecraft using Deep Learning