Python

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
PDF Cite Project Slides DOI
Intelligent sensitivity analysis framework based on machine learning for spacecraft thermal design
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
PDF Cite Project Slides DOI
Intelligent Optimization Strategy Based on Statistical Machine Learning for Spacecraft Thermal Design
Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft
An intelligent thermal controller based on the deep deterministic policy gradient, called DRLTC, is proposed.
Yan XIONG(熊琰), Liang Guo, Hongliang Wang, Yong Huang, Chunlong Liu
PDF Cite Project Slides DOI
Intelligent Thermal Control Algorithm Based on Deep Deterministic Policy Gradient for Spacecraft
Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope
Journal of Thermophysics and Heat Transfer (JTHT), 2020
Yan XIONG(熊琰), Liang Guo, Yong Huang, Liheng Chen
PDF Cite Project Slides DOI
Intelligent Thermal Control Strategy Based on Reinforcement Learning for Space Telescope
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