Quantitative Structure–Property Relationship For Liquid Heat Capacity of Alcohols
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DOR
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20.1001.2.9919199705.1399.11.1.95.0
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نویسنده
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- -
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منبع
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كنگره مهندسي شيمي - 1399 - دوره : 11 - یازدهمین کنگره بین المللی مهندسی شیمی - کد همایش: 99191-99705
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چکیده
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In this work a new simple qspr model with only three parameters was developed for prediction the liquid heat capacity of alcohols from their molecular structures# by using the modified particle swarm optimization (mpso)-multiple linear regression (mlr) a subset of relevant descriptors from a large pool of descriptors was selected and a linear model is developed# the qspr model was validated using internal and external validation methods# the mpso-mlr model can give satisfactory prediction results with respect to squared correlation coefficient (r2) of 0#925 and root mean squares error (rmse) of 16#847 for data set# interpretation of the model descriptors indicated that the branching and atom composition diversity of a molecule is the most important factor affecting the liquid heat capacity of an alcohol#
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کلیدواژه
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Heat Capacity Of Liquid ,Alcohol ,Quantitative Structure Property Relationship (Qspr) ,Modified Particle Swarm Optimization (Mpso) ,Multiple Linear Regression (Mlr)
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آدرس
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Birjand University Of Technology, Iran
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