Dariush Fallah, Mohammad Ali Zarei, Masoud Faal, Rohollah Zarei
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引用次数: 0
Abstract
The degradation temperature in high-energy materials is vital, and by predicting, it is possible to prevent the dangers of the degradation of high-energy materials and increase their safety. In this study, the degradation temperature of 63 energetic ionic liquids was investigated based on imidazole cation, and a mathematical model was presented to predict the degradation temperature of this class of materials. In this model, 20% of the data were randomly used as test data, and the rest were used as training sets. Correlation prediction (R2) in training and test data was 0.946 and 0.909, respectively. Also, in the internal leave-many-out cross-validation method, the average correlation is 0.953. The average absolute deviation and the root mean square deviation were calculated for both training and test groups. The results showed that the presented model for predicting the degradation temperature in energetic ionic liquids is highly accurate.
期刊介绍：
JICS is an international journal covering general fields of chemistry. JICS welcomes high quality original papers in English dealing with experimental, theoretical and applied research related to all branches of chemistry. These include the fields of analytical, inorganic, organic and physical chemistry as well as the chemical biology area. Review articles discussing specific areas of chemistry of current chemical or biological importance are also published. JICS ensures visibility of your research results to a worldwide audience in science. You are kindly invited to submit your manuscript to the Editor-in-Chief or Regional Editor. All contributions in the form of original papers or short communications will be peer reviewed and published free of charge after acceptance.
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