A hybrid model of support vector regression with genetic algorithm for forecasting adsorption of malachite green onto multi-walled carbon nanotubes: central composite design optimization

The aim of this work is the study of the predictive ability of a hybrid model of support vector regression with genetic algorithm optimization (GA–SVR) for the adsorption of malachite green (MG) onto multi-walled carbon nanotubes (MWCNTs).

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Prediction of Henry Constants and Adsorption Mechanism of Volatile Organic Compounds on Multi-Walled Carbon Nanotubes by Using Support Vector Regression

Chinese Physics Letters ◽

10.1088/0256-307x/33/4/048201 ◽

2016 ◽

Vol 33 (4) ◽

pp. 048201

Author(s):

Wen-De Cheng ◽

Cong-Zhong Cai

Keyword(s):

Carbon Nanotubes ◽

Volatile Organic Compounds ◽

Support Vector Regression ◽

Organic Compounds ◽

Adsorption Mechanism ◽

Support Vector ◽

Volatile Organic ◽

Multi Walled Carbon Nanotubes ◽

Henry Constants ◽

Walled Carbon Nanotubes

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Adsorption of malachite green from aqueous solution by carboxylate group functionalized multi-walled carbon nanotubes: Determination of equilibrium and kinetics parameters

Journal of Industrial and Engineering Chemistry ◽

10.1016/j.jiec.2015.11.001 ◽

2016 ◽

Vol 34 ◽

pp. 130-138 ◽

Cited By ~ 68

Author(s):

M. Rajabi ◽

B. Mirza ◽

K. Mahanpoor ◽

M. Mirjalili ◽

F. Najafi ◽

...

Keyword(s):

Carbon Nanotubes ◽

Aqueous Solution ◽

Malachite Green ◽

Carboxylate Group ◽

Kinetics Parameters ◽

Equilibrium And Kinetics ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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Malachite green-conjugated multi-walled carbon nanotubes potentiate antimicrobial photodynamic inactivation of planktonic cells and biofilms of Pseudomonas aeruginosa and Staphylococcus aureus

International Journal of Nanomedicine ◽

10.2147/ijn.s202734 ◽

2019 ◽

Vol Volume 14 ◽

pp. 3861-3874 ◽

Cited By ~ 3

Author(s):

V T Anju ◽

Parasuraman Paramanantham ◽

Busi Siddhardha ◽

Sruthil Lal S.B ◽

Alok Sharan ◽

...

Keyword(s):

Carbon Nanotubes ◽

Staphylococcus Aureus ◽

Pseudomonas Aeruginosa ◽

Malachite Green ◽

Photodynamic Inactivation ◽

Planktonic Cells ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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Adsorption of Triamterene on multi-walled and single-walled carbon nanotubes: Artificial neural network modeling and genetic algorithm optimization

Journal of Molecular Liquids ◽

10.1016/j.molliq.2016.01.068 ◽

2016 ◽

Vol 216 ◽

pp. 654-665 ◽

Cited By ~ 37

Author(s):

A.M. Ghaedi ◽

M. Ghaedi ◽

A.R. Pouranfard ◽

A. Ansari ◽

Z. Avazzadeh ◽

...

Keyword(s):

Neural Network ◽

Genetic Algorithm ◽

Carbon Nanotubes ◽

Artificial Neural Network ◽

Network Modeling ◽

Single Walled Carbon Nanotubes ◽

Neural Network Modeling ◽

Algorithm Optimization ◽

Artificial Neural Network Modeling ◽

Walled Carbon Nanotubes

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REMOVAL OF MALACHITE GREEN DYE FROM AQUEOUS SOLUTION USING MULTI-WALLED CARBON NANOTUBES: AN APPLICATION OF EXPERIMENTAL DESIGN

Malaysian Journal of Analytical Science ◽

10.17576/mjas-2016-2002-06 ◽

2016 ◽

Vol 20 (2) ◽

pp. 258-271 ◽

Cited By ~ 1

Author(s):

Siti Aminah Zulkepli ◽

Md Pauzi Abdullah ◽

Wan Mohd Afiq Wan Mohd Khalik

Keyword(s):

Carbon Nanotubes ◽

Aqueous Solution ◽

Experimental Design ◽

Malachite Green ◽

Malachite Green Dye ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

Mathematical and Computer Modelling ◽

10.1016/j.mcm.2011.11.021 ◽

2013 ◽

Vol 58 (3-4) ◽

pp. 458-465 ◽

Cited By ~ 86

Author(s):

Shuangyin Liu ◽

Haijiang Tai ◽

Qisheng Ding ◽

Daoliang Li ◽

Longqin Xu ◽

...

Keyword(s):

Genetic Algorithm ◽

Water Quality ◽

Support Vector Regression ◽

Hybrid Approach ◽

Support Vector ◽

Quality Prediction ◽

Algorithm Optimization ◽

Genetic Algorithm Optimization ◽

Water Quality Prediction ◽

Aquaculture Water

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Study on the Effect of 8 nm Size Multi Walled Carbon Nanotubes (MWCNT) on the Barrier Height of Malachite Green (MG) Dye Based Organic Device

International Journal of Advanced Science and Engineering ◽

10.29294/ijase.6.s2.2020.23-27 ◽

2020 ◽

Vol 06 (S2) ◽

pp. 23-27 ◽

Cited By ~ 1

Author(s):

Sudipta Sen ◽

Nabin Baran Manik

Keyword(s):

Carbon Nanotubes ◽

Barrier Height ◽

Malachite Green ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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Microwave-assisted removal of malachite green by carboxylate functionalized multi-walled carbon nanotubes: Kinetics and equilibrium study

Journal of Molecular Liquids ◽

10.1016/j.molliq.2015.02.007 ◽

2015 ◽

Vol 206 ◽

pp. 151-158 ◽

Cited By ~ 60

Author(s):

Hamidreza Sadegh ◽

Ramin Shahryari-ghoshekandi ◽

Shilpi Agarwal ◽

Inderjeet Tyagi ◽

M. Asif ◽

...

Keyword(s):

Carbon Nanotubes ◽

Malachite Green ◽

Equilibrium Study ◽

Microwave Assisted ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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The adsorption of malachite green (MG) as a cationic dye onto functionalized multi walled carbon nanotubes

Korean Journal of Chemical Engineering ◽

10.1007/s11814-013-0080-1 ◽

2013 ◽

Vol 30 (8) ◽

pp. 1603-1608 ◽

Cited By ~ 63

Author(s):

Mohammad Shirmardi ◽

Amir Hossein Mahvi ◽

Bayram Hashemzadeh ◽

Abolfazl Naeimabadi ◽

Ghasem Hassani ◽

...

Keyword(s):

Carbon Nanotubes ◽

Malachite Green ◽

Cationic Dye ◽

Multi Walled Carbon Nanotubes ◽

Walled Carbon Nanotubes

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Ternary nanocomposite of SiO2/Fe3O4/Multi-Walled Carbon Nanotubes for Efficient Adsorption of Malachite Green: Response Surface Modeling, Equilibrium Isotherms and Kinetics

Silicon ◽

10.1007/s12633-019-00251-0 ◽

2019 ◽

Vol 12 (7) ◽

pp. 1619-1637

Author(s):

Fariba Safa ◽

Yousef Alinezhad

Keyword(s):

Carbon Nanotubes ◽

Response Surface ◽

Malachite Green ◽

Surface Modeling ◽

Response Surface Modeling ◽

Equilibrium Isotherms ◽

Ternary Nanocomposite ◽

Multi Walled Carbon Nanotubes ◽

Green Response ◽

Walled Carbon Nanotubes

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