A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures

A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures

In this study, a novel group contribution method (GCM) is developed to predict the surface tension of ionic liquids (ILs) using support vector machine (SVM) algorithms. A data set including 1225 experimental data for 133 ionic liquids collected from various references is used to develop and assess the predictive capability of the model. The data set covers a temperature range of 278.15 through 470.56 K and a surface tension range of 19.15 through 70.30 mN.m-1. It employs a total of 45 ...

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A novel SVM-GCM model for prediction of surface tension of some ... par3.4kia.ir/.../A-novel-SVM-GCM-model-for-prediction-of-surface-tension-of-some-ionic-liquids-at/?...‎Cached11 جولای 2016 ... A novel SVM-GCM model for prediction of surface tension of some ionic liquids ... 1225 experimental data for 133 ionic liquids collected from various ... of 45 anion- cation groups plus temperature to predict the surface tension. A novel SVM-GCM model for prediction of surface tension of some ... www.civilica.com/EnPaper-ICESCON03-ICESCON03_378.html‎CachedPaper Titled A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures Published in 3rd International Conference ... [PDF] A novel SVM-GCM model for prediction of surface ... - سیویلیکا www.civilica.com/PdfExport-ICESCON03_378=A-novel-SVM-GCM-model-for-prediction-of-surface-tension-of-some-ionic-liquids-at-different-...‎Cachedﮔﻮﺍﻫﯽ ﺛﺒﺖ ﻣﻘﺎﻟﻪ ﺩﺭ ﺳﯿﻮﯾﻠﯿﮑﺎ www.CIVILICA.com. ﻋﻨﻮﺍﻥ ﻣﻘﺎﻟﻪ: A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures. A novel SVM-GCM model for prediction of surface tension of some ... www.takbook.com/.../a-novel-svm-gcm-model-for-prediction-of-surface-tension-of-some-ionic-liquids-at-different-temperatures/‎Cached19 سپتامبر 2016 ... A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures In this study, a. A novel SVM-GCM model for prediction of surface tension of some ... filegah.ir/a-novel-svm-gcm-model-for-prediction-of-surface-tension-of-some-ionic-liquids-at-different-temperatures/‎Cached2 آگوست 2016 ... A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures. AbstractIn this study, a novel group ... فروش پرفروش ترین فایل ها پروژه رایگان تحلیل فضاهای شهری بایگانی shahsite.ir/tag/پروژه-رایگان-تحلیل-فضاهای-شهری/‎CachedA novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures · Study of Fission Fragment Angular Anisotropy in ... Aromatic/Aliphatic Separation with Ionic Liquids - فروش پرفروش ... noktedan.ir/2016/09/aromaticaliphatic-separation-with-ionic-liquids/‎Cached4 روز پیش ... Aromatic/Aliphatic Separation with Ionic Liquids ... A novel SVM-GCM model for prediction of surface tension of some ionic liquids at different temperatures · 13790_1469424539 کتاب : Solid State Ionics for Batteries (فیزیک ... Hoda Keshtkar | LinkedIn https://ir.linkedin.com/in/hoda-keshtkar-1644abba‎SimilarYour colleagues, classmates, and 400 million other professionals are on LinkedIn. ... support vector machine (GCM-SVM) at different temperatures and pressures" ... novel SVM-GCM model for prediction of surface tension of some ionic liquids ... Determination of the speed of sound in ionic liquids using a least ... www.academia.edu/.../Determination_of_the_speed_of_sound_in_ionic_liquids_using_a_least_squares_support_vector_machine_group_con...‎CachedBy Amir H Mohammadi in Chemical Engineering and Ionic Liquid. ... according to different families of ILs. where and are the surface tension in N m−1 ... to develop of a model to correlate/predict the speed of sound of ionic liquids ... Suykens and Vandewalle [17] applied some modifications to the traditional SVM algorithm to ... Correlation between ultrasonic velocity, surface tension, density and ... https://www.researchgate.net/.../244995019_Correlation_between_ultrasonic_velocity_surface_tension_density_and_viscosity_of_ionic_liquids Ultrasonic velocity, density, viscosity and surface tension of ionic liquids 1-butyl-3 -methyl .... are also called as room temperature ionic liquid (RTIL) [3]. ... ILs have some peculiar properties such as low vapour ... this important property and can provide information about various ..... [24] prediction of correlation coefficient (R. 2.