Publications

Yan XIONG(熊琰), Liang Guo, Yuting Yang, Hongliang Wang (2021). Intelligent sensitivity analysis framework based on machine learning for spacecraft thermal design. In AST.

PDF Cite Project Slides DOI

Yan XIONG(熊琰), Liang Guo, Defu Tian (2021). Application of Deep Reinforcement Learning to Thermal Control of Space Telescope. In JTSEA.

PDF Cite Project Slides DOI

Shuang Yang, Changshuai Du, Xianwei Yang, Chunlong Liu, Yan XIONG(熊琰) (2021). Thermal design of space solar telescope. In ILE.

PDF Cite Project Slides DOI

Shuang Yang, Changshuai Du, Xianwei Yang, Chunlong Liu, Yan XIONG(熊琰), Richa Hu, Xusheng Zhang, Yong Huang, Liang Guo (2021). Thermal Control of Primary Mirror of Space Solar Telescope. In JTHT.

PDF Cite Project Slides DOI

Yuting Yang, Liheng Chen, Yan XIONG(熊琰), Shijun Li, Xu Meng (2020). Global Sensitivity Analysis Based on BP Neural Network for Thermal Design Parameters. In JTHT.

PDF Cite Project Slides DOI

Yan XIONG(熊琰), Liang Guo, Defu Tian, Yang Zhang, Chunlong Liu (2020). Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design. In IEEE Access.

PDF Cite Project Slides DOI

Yan XIONG(熊琰), Liang Guo, Hongliang Wang, Yong Huang, Chunlong Liu (2020). Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft. In JTHT.

PDF Cite Project Slides DOI

Yan XIONG(熊琰), Liang Guo, Yong Huang, Liheng Chen (2020). Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope. In JTHT.

PDF Cite Project Slides DOI

Hongliang Wang, Liang Guo, Yan XIONG(熊琰), Boqian Xu, Funan Yu, Yan Gao, Qilong Shi (2019). Thermal Design of Ultra-Large Diameter In-Orbit Assembly Infrared Telescope Sunshield. In ILE.

PDF Cite Project Slides DOI

Hongliang Wang, Liang Guo, Yan XIONG(熊琰), Xusheng Zhang, Richa Hu, Chunlong Liu, Yong Huang, Liheng Chen, Hao Tian, Xianwei Yang, Zhuohang Jia, Meijiao Huang (2019). Research on Thermal Control Technology of Orbital Assembled Telescope. In 2019 STPC.

PDF Cite Project Slides

Yan XIONG(熊琰) (0001). Surrogate Thermo-physical Model for Spacecraft using Deep Learning. In IJHMT.

Yan XIONG(熊琰) (0001). Intelligent Thermal Design Procedure Based on Machine Learning for Lyman-alpha Solar Telescope. In IEEE TAES.

Yan XIONG(熊琰) (0001). Application and Verification of Statistical Machine Learning in Spacecraft Thermal Design Optimization. In JATIS.

Yan XIONG(熊琰) (0001). An Intelligent Soft Sensor Strategy for Indirect Temperature Measurement of Space Telescope. ATE.