Machine learning-assisted quantitative prediction of thermal decomposition temperatures of energetic materials and their thermal stability analysisOA
Machine learning-assisted quantitative prediction of thermal decomposition temperatures of energetic materials and their thermal stability analysis
Zhi-xiang Zhang;Yi-lin Cao;Chao Chen;Lin-yuan Wen;Yi-ding Ma;Bo-zhou Wang;Ying-zhe Liu
Xi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaXi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaXi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaXi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaXi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaState Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,ChinaXi'an Key Laboratory of Liquid Crystal and Organic Photovoltaic Materials,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China||State Key Laboratory of Fluorine&Nitrogen Chemicals,Xi'an Modern Chemistry Research Institute,Xi'an,710065,China
Energetic compoundMolecular descriptorThermal decomposition temperatureMachine learningFeature analysis
Energetic compoundMolecular descriptorThermal decomposition temperatureMachine learningFeature analysis
《含能材料前沿（英文）》 2024 (4)
274-282,9
This work was supported by the Shaanxi Natural Science Foundation(Nos.:2023-JC-QN-0111,2022JC-10)and the National Natural Science Foundation of China(Nos.:22275145,21875184).
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