Spacecraft Thermal Design

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
Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
This paper provided detailed verification of the application of deep reinorcement learning to space telescope thermal control from three perspectives.
Yan XIONG(熊琰), Liang Guo, Defu Tian
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Application of Deep Reinforcement Learning to Thermal Control of Space Telescope
Thermal design of space solar telescope
Infrared and Laser Engineering (ILE), 2021
Shuang Yang, Changshuai Du, Xianwei Yang, Chunlong Liu, Yan XIONG(熊琰)
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Thermal design of space solar telescope
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
Thermal Design of Ultra-Large Diameter In-Orbit Assembly Infrared Telescope Sunshield
Infrared and Laser Engineering (ILE), 2019
Hongliang Wang, Liang Guo, Yan XIONG(熊琰), Boqian Xu, Funan Yu, Yan Gao, Qilong Shi
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Thermal Design of Ultra-Large Diameter In-Orbit Assembly Infrared Telescope Sunshield
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