p.1
p.11
p.23
p.39
p.61
p.81
p.97
p.117
p.135
Theoretical Study of Cu (II) and Pb (II) Adsorption on Amine Functionalized Porous Carbon
Abstract:
The current study was carried out by determining structural and energetic parameters to theoretically validate the experimental results of the adsorption efficiency of amine-functionalized porous carbon for the elimination of Cu2+ ions and Pb2+ and detail the reaction mechanism in the aqueous medium. The Density Functional Theory calculations, molecular dynamics, and Monte Carlo simulations were used to investigate the adsorption enhancement mechanism. The calculations were performed using the Dmol3 module of the Materials Studio program (MatS) using the exchange-correlation function M-11L2. DFT calculations were determined for porous carbon (PC) and porous carbon functionalized by ethylene diamine (PC-ED). Indeed, this study aims to reveal the functionalization influence on improving the adsorption efficiency of Cu2+ and Pb2+ by porous carbon (PC). Overall, the study attempts to explain the experimental results of the improved interactivity of porous carbon functionalized by ethylene diamine concerning Cu2+ and Pb2+ ions, compared to the reactivity of these ions with the group carboxyl characterizes the porous carbon (PC). The Molecular dynamics and Monte Carlo simulations were used to clarify the interactions between Cu2+ or Pb2+ ions and porous carbon modelled in the presence or absence of ethylene diamine (PC–ED) function. Hence, the theoretical study showed that the presence of ethylene diamine (C2H4(NH2)2)m forms more ligands towards the ions of metal M2+ with the interaction bounds lower than ≤ 2.5 Å. The same result is shown by the small adsorption energy obtained in the range of -1140 to -200 kcal/mol for and -1200 to -600 kcal/mol for Pb2+ and Cu2+, respectively. Therefore, more adsorption of Cu2+ and Pb2+ ions. The theoretical results obtained agree with the experimental results.
Info:
Periodical:
Pages:
39-60
Citation:
Online since:
May 2025
Price:
Сopyright:
© 2025 Trans Tech Publications Ltd. All Rights Reserved
Citation:
* - Corresponding Author
[1] F. Ustaoğlu, B. Taş, Y. Tepe, H. Topaldemir, Comprehensive assessment of water quality and associated health risk by using physicochemical quality indices and multivariate analysis in Terme River, Turkey, Environ. Sci. Pollut. Res. 28 (2021) 62736–62754.
[2] D. Khadija, A. Hicham, A. Rida, E. Hicham, N. Nordine, F. Najlaa, Surface water quality assessment in the semi-arid area by a combination of heavy metal pollution indices and statistical approaches for sustainable management, Environ. Challenges. 5 (2021) 100230.
[3] K.B. Githaiga, S.M. Njuguna, R.W. Gituru, X. Yan, Water quality assessment, multivariate analysis and human health risks of heavy metals in eight major lakes in Kenya, J. Environ. Manage. 297 (2021) 113410.
[4] N. Akhtar, M. Izzuddin, S. Ishak, S.A. Bhawani, K. Umar, Various Natural and Anthropogenic Factors Responsible for Water Quality Degradation : A Review, Water. 13 (2021) 2660.
DOI: 10.3390/w13192660
[5] H.M. Issa, A.H. Alshatteri, Impacts of wastewater discharge from Kalar city on Diyala-Sirwan river water quality, Iraq: pollution evaluation, health risks of heavy metals contamination, Appl. Water Sci. 11 (2021) 1–13.
[6] V. Kumar, A. Sharma, R. Kumar, R. Bhardwaj, A. Kumar Thukral, J. Rodrigo-Comino, Assessment of heavy-metal pollution in three different Indian water bodies by combination of multivariate analysis and water pollution indices, Hum. Ecol. Risk Assess. 26 (2020) 1–16.
[7] M. Verma, I. Lee, S. Sharma, R. Kumar, V. Kumar, H. Kim, Simultaneous Removal of Heavy Metals and Cipro fl oxacin Micropollutants from Wastewater Using Ethylenediaminetetraacetic, ACS Omega. 6 (2021) 34624–34634.
[8] F. Almomani, R. Bhosale, M. Khraisheh, T. Almomani, Heavy metal ions removal from industrial wastewater using magnetic nanoparticles (MNP), Appl. Surf. Sci. (2019) 3–26.
[9] R. Shrestha, S. Ban, S. Devkota, S. Sharma, R. Joshi, A.P. Tiwari, H.Y. Kim, M.K. Joshi, Technological trends in heavy metals removal from industrial wastewater: A review, J. Environ. Chem. Eng. 9 (2021) 105688.
[10] P. Sharma, A.K. Pandey, S.H. Kim, S.P. Singh, P. Chaturvedi, S. Varjani, Critical review on microbial community during in-situ bioremediation of heavy metals from industrial wastewater, Environ. Technol. Innov. 24 (2021) 101826.
[11] I. Sylwan, E. Thorin, Removal of Heavy Metals during Primary Treatment of Municipal Wastewater and Possibilities of Enhanced Removal : A Review, Water. 13 (2021) 1121.
DOI: 10.3390/w13081121
[12] G. Palani, A. Arputhalatha, K. Kannan, S.K. Lakkaboyana, M.M. Hanafiah, V. Kumar, R.K. Marella, Current Trends in the Application of Nanomaterials for the Removal of Pollutants from Industrial Wastewater Treatment — A Review, Molecules. 26 (2021) 2799.
[13] A. Gupta, V. Sharma, K. Sharma, V. Kumar, S. Choudhary, P.K. Mishra, A Review of Adsorbents for Heavy Metal Decontamination : Growing Approach to Wastewater Treatment, Materials (Basel). 14 (2021) 4702.
DOI: 10.3390/ma14164702
[14] M. Mirzabeygi, A. Abbasnia, M. Yunesian, R.N. Nodehi, N. Yousefi, M. Hadi, A.H. Mahvi, Heavy metal contamination and health risk assessment in drinking water of Sistan and Baluchistan, Southeastern Iran, Hum. Ecol. Risk Assess. 23 (2017) 1893–1905.
[15] J. Briffa, E. Sinagra, R. Blundell, Heavy metal pollution in the environment and their toxicological effects on humans, Heliyon. 6 (2020) 2405–8440.
[16] S. Mishra, R.N. Bharagava, N. More, A. Yadav, S. Zainith, S. Mani, P. Chowdhary, Heavy Metal Contamination: An Alarming Threat to Environment and Human Health, Environ. Biotechnol. Sustain. Futur. (2019) 103–125.
[17] A. Najmi, M. Albratty, A.J. Al-rajab, H.A. Alhazmi, S.A. Javed, W. Ahsan, Z. Rehman, R. Hassani, S.S. Alqahtani, Heavy Metal Contamination in Leafy Vegetables Grown in Jazan Region of Saudi Arabia : Assessment of Possible Human Health Hazards, Int. J. Environ. Res. Public Health. 20 (2023) 2984.
[18] K. Aftab, S. Iqbal, M.R. Khan, R. Busquets, R. Noreen, N. Ahmad, S. Gohar, T. Kazimi, A.M. Karami, N. Mohammad, S. Al, M. Ouladsmane, Wastewater-Irrigated Vegetables Are a Significant Source of Heavy Metal Contaminants : Toxicity and Health Risks, Molecules. 28 (2023) 1–11.
[19] S.R.Q. and M.-Q.W. Ahmed Alengebawy, Sara Taha Abdelkhalek, Heavy Metals and Pesticides Toxicity in Agricultural Soil and Plants: Ecological Risks and Human Health Implications, Toxics. 9 (2021) 42.
[20] M. Zaynab, R. Al-yahyai, A. Ameen, Y. Sharif, L. Ali, M. Fatima, K. Ali, S. Li, Health and environmental effects of heavy metals, J. King Saud Univ. - Sci. 34 (2022) 101653.
[21] M.A. Zoroddu, J. Aaseth, G. Crisponi, S. Medici, M. Peana, V. Marina, The essential metals for humans : a brief overview, J. Inorg. Biochem. 195 (2019) 120–129.
[22] K. Karami, A. Ramezanpour, N. Moradi, M. Sillanpää, Adsorption of Pb ( II ) ions from aqueous solutions by magnetite ( Fe 3 O 4 ) nanoparticles functionalized with two different Schiff base ligands, J. Mol. Struct. 1271 (2023) 134059.
[23] K. Hossain, D. Roy, F. Ahmed, Boron nanocluster as a heavy metal adsorbent in aqueous environment : A DFT Study, J. Mol. Struct. 1237 (2021) 1301302.
[24] P.S. Gahlaut, D. Gautam, K. Yadav, B. Jana, Supramolecular Gels for the Sensing and Extraction of Heavy Metal Ions from Wastewater, J. Mol. Struct. 1272 (2023) 134152.
[25] J. El-Gaayda, F.E. Titchou, R. Oukhrib, P.S. Yap, T. Liu, M. Hamdani, R. Ait Akbour, Natural flocculants for the treatment of wastewaters containing dyes or heavy metals: A state-of-the-art review, J. Environ. Chem. Eng. 9 (2021) 106060.
[26] C. Zamora-Ledezma, D. Negrete-Bolagay, F. Figueroa, E. Zamora-Ledezma, M. Ni, F. Alexis, V.H. Guerrero, Heavy metal water pollution: A fresh look about hazards, novel and conventional remediation methods, Environ. Technol. Innov. 22 (2021) 101504.
[27] W.S. Chai, J.Y. Cheun, P.S. Kumar, M. Mubashir, Z. Majeed, F. Banat, S.H. Ho, P.L. Show, A review on conventional and novel materials towards heavy metal adsorption in wastewater treatment application, J. Clean. Prod. 296 (2021) 126589.
[28] A.M. Elgarahy, K.Z. Elwakeel, S.H. Mohammad, G.A. Elshoubaky, A critical review of biosorption of dyes, heavy metals and metalloids from wastewater as an efficient and green process, Clean. Eng. Technol. 4 (2021) 100209.
[29] M. Plöhn, O. Spain, S.Sirin, M.Silva, C.Escudero-Oñate, L.Ferrando-Climent, Y. Allahverdiyeva, C.Funk, Wastewater treatment by microalgae, Physiol. Plant. 173(2021)568-578.
DOI: 10.1111/ppl.13427
[30] S. Nair K, B. Manu, A. Azhoni, Sustainable treatment of paint industry wastewater: Current techniques and challenges, J. Environ. Manage. 296 (2021) 113105.
[31] S. Velusamy, A. Roy, S. Sundaram, T. Kumar Mallick, A Review on Heavy Metal Ions and Containing Dyes Removal Through Graphene Oxide-Based Adsorption Strategies for Textile Wastewater Treatment, Chem. Rec. 21 (2021) 1570–1610.
[32] Z. Anfar, A. Ait, E.L. Fakir, M. Zbair, Z. Hafidi, M. Majdoub, S. Farsad, A. Amjlef, New functionalization approach synthesis of Sulfur doped , Nitrogen doped and Co-doped porous carbon: Superior metal-free Carbocatalyst for the catalytic oxidation of aqueous organics pollutants, Chem. Eng. J. 405 (2021) 126660.
[33] A.S. Ayangbenro, O.O. Babalola, A new strategy for heavy metal polluted environments: A review of microbial biosorbents, Int. J. Environ. Res. Public Health. 14 (2017).
[34] K. Hikmat, H. Aziz, F.S. Mustafa, K.M. Omer, RSC Advances e ffi cient and low-cost removal approaches to eliminate their toxicity : a review, (2023) 17595–17610.
DOI: 10.1039/d3ra00723e
[35] N.A.A. Qasem, R.H. Mohammed, D.U. Lawal, Removal of heavy metal ions from wastewater: a comprehensive and critical review, Npj Clean Water. 4 (2021) 1–16.
[36] S. Matteo, N. Mariotti, C. Gerbaldi, M. Bonomo, Recent advances in eco-friendly and cost-effective materials towards sustainable dye-sensitized solar cells, Green Chem. 22 (2020) 7168.
DOI: 10.1039/d0gc01148g
[37] A. Saravanan, P.S. Kumar, S. Jeevanantham, S. Karishma, B. Tajsabreen, P.R. Yaashikaa, B. Reshma, Chemosphere Effective water / wastewater treatment methodologies for toxic pollutants removal : Processes and applications towards sustainable development, Chemosphere. 280 (2021) 130595.
[38] Z. Anfar, A. Amedlous, A. Ait, E. Fakir, H.A. Ahsaine, M. Zbair, S. Lhana, R. El Haouti, A. Jada, N. El Alem, Combined Methane Energy Recovery and Toxic Dye Removal by Porous Carbon Derived from Anaerobically Modi fi ed Digestate, ACS Omega. 4 (2019) 9434−9445.
[39] Z. Anfar, M. Zbair, A. Ahsaine, Y. Abdellaoui, Preparation and Characterization of Porous Carbon @ ZnO-NPs for Organic Compounds Removal : Classical Adsorption Versus Ultrasound Assisted Adsorption, (2019) 4981–4994.
[40] Z. Anfar, H.A. Ahsaine, M. Zbair, A. Amedlous, A. Ait, E. Fakir, A. Jada, N. El Alem, Technology Recent trends on numerical investigations of response surface methodology for pollutants adsorption onto activated carbon materials : A review surface methodology for pollutants adsorption onto, Crit. Rev. Environ. Sci. Technol. (2019) 1–42.
[41] H. Zhang, M. Shi, J. Ma, M. Xia, F. Wang, C. Liao, The interaction and mechanism between threonine-montmorillonite composite and Pb 2 + or Cu 2 + : Experimental study and theory calculation, J. Mol. Liq. 326 (2021) 115243.
[42] M.Z. Anfar, Zakaria, Abdallah Amedlous, Mohammed Majdoub, Abdellah Ait El Fakir, and N.E.A. Ahsaine, Hassan Ait, Amane Jada, New amino group functionalized porous carbon for strong chelation ability towards toxic heavy metals, RSC Adv. 10 (2020) 31087–31100.
DOI: 10.1039/d0ra05220e
[43] B. Hayati, A. Maleki, F. Najafi, H. Daraei, Adsorption of Pb2+, Ni2+, Cu2+, Co2+ metal ions from aqueous solution by PPI/SiO2 as new high performance adsorbent: Preparation, characterization, isotherm, kinetic, thermodynamic studies, J. Mol. Liq. (2017) 1–10.
[44] Y. Chen, J. Peng, H. Xiao, H. Peng, L. Bu, Z. Pan, Y. He, F. Chen, X. Wang, S. Li, Adsorption behavior of hydrotalcite-like modified bentonite for Pb 2 + , Cu 2 + and methyl orange removal, Appl. Surf. Sci. (2017) 1–13.
[45] W. Zhan, L. Gao, X. Fu, S.H. Siyal, G. Sui, X. Yang, Green Synthesis of Amino-Functionalized Carbon Nanotube-Graphene Hybrid Aerogels for High Performance Heavy Metal Ions Removal, Appl. Surf. Sci. (2018) 1–33.
[46] S. Mao, M. Gao, Functional organoclays for removal of heavy metal ions from water : A review, J. Mol. Liq. 334 (2021) 116143.
[47] G. Sharma, M. Naushad, Adsorptive removal of noxious cadmium ions from aqueous medium using activated carbon / zirconium oxide composite : Isotherm and kinetic modelling, J. Mol. Liq. 310 (2020) 113025.
[48] X. Fan, X. Wang, Y. Cai, H. Xie, S. Han, C. Hao, Functionalized cotton charcoal / chitosan biomass-based hydrogel for capturing Pb 2 + , Cu 2 + and MB, J. Hazard. Mater. 423 (2022) 127191.
[49] B.S.M. Oluwaseun A. Oyetade, Adam A. Skelton, Vincent O. Nyamori, Sreekantha B. Jonnalagadda, Experimental and DFT studies on the selective adsorption of Pb2+ and Zn2+ from aqueous solution by nitrogen-functionalized multiwalled carbon nanotubes, Sep. Purif. Technol. (2017) 1–44.
[50] Y. Zhang, K. Yuan, L. Magagnin, X. Wu, Z. Jiang, W. Wang, Selective adsorption of Pb ( II ) and Cu ( II ) on mercapto-functionalized aerogels : Experiments , DFT studies and LCA analysis, J. Clean. Prod. 393 (2023) 136126.
[51] Y. Fu, W. Sun, X. Wang, UV-Initiated Crosslinking Reaction Mechanism and Electrical Breakdown Performance of Crosslinked Polyethylene, Polymers (Basel). 12 (2020) 420.
[52] N. Nairat, O. Hamed, A. Berisha, S. Jodeh, M. Algarra, K. Azzaoui, O. Dagdag, S. Samhan, Cellulose polymers with β ‑ amino ester pendant group : design , synthesis , molecular docking and application in adsorption of toxic metals from wastewater, BMC Chem. (2022) 1–21.
[53] A. Berisha, Interactions between the Aryldiazonium Cations and Graphene Oxide : A DFT Study, Hindawi J. Chem. (2019) 5.
[54] M. Ammar, M. Alwi, E. Normaya, H. Ismail, A. Iqbal, B.M. Piah, M. Armi, A. Samah, M.N. Ahmad, Two-Dimensional Infrared Correlation Spectroscopy , Conductor-like Screening Model for Real Solvents , and Density Functional Theory Study on the Adsorption Mechanism of Polyvinylpolypyrrolidone for Effective Phenol Removal in an Aqueous Medium, ACS Omega. 6 (2021) 25179–25192.
[55] R. Oukhrib, Y. Abdellaoui, A. Berisha, H.A. Oualid, F.A. Asmary, V.S. Parmar, C. Len, OPEN DFT , Monte Carlo and molecular dynamics simulations for the prediction of corrosion inhibition efficiency of novel pyrazolylnucleosides on Cu ( 111 ) surface in acidic media, Sci. Rep. (2021) 1–18.
[56] A. Klamt, The COSMO and COSMO-RS solvation models, Adv. Rev. e1338 (2017) 1–11.
[57] A. Berisha, C. Combellas, F. Kanoufi, P. Decorse, J. Médard, M. Seydou, F. Maurel, J. Pinson, Some theoretical and experimental insights on the mechanistic routes leading to the spontaneous grafting of gold surfaces by diazonium salts, Langmuir. (2017) 1–23.
[58] A. Berisha, First principles details into the grafting of aryl radicals onto the free-standing and borophene/Ag(111) surfaces, Chem. Phys. 544 (2021) 111124.
[59] B. Khalaf, O. Hamed, S. Jodeh, R. Bol, G. Hanbali, Z. Safi, O. Dagdag, A. Berisha, S. Samhan, Cellulose-Based Hectocycle Nanopolymers : Synthesis , Molecular Docking and Adsorption of Difenoconazole from Aqueous Medium, Int. J. Mol. Sci. 22 (2021) 6090.
DOI: 10.3390/ijms22116090
[60] B.H. Othman Hamed, Majdi Qaisi, Ibrahim Abushqair, Avni Berisha, Omar Dagdag, Alaa Janem, Khalil Azzaoui, Rana Al-Kerm, Rola Al-Kerm, Cellulose Powder Functionalized with Phenyl Biguanide: Synthesis, Cross-linking, Metal Adsorption, and Molecular Docking, (2021) 7263–7282.
[61] A. Rahimi, A. Farhadian, A. Berisha, A. Shaabani, M.A. Varfolomeev, V. Mehmeti, X. Zhong, S. Yousefzadeh, R. Djimasbe, Novel sucrose derivative as a thermally stable inhibitor for mild steel corrosion in 15% HCl medium: An experimental and computational study, Chem. Eng. J. (2022) 136938.
[62] N. Bhardwaj, P. Sharma, A. Berisha, V. Mehmeti, O. Dagdag, V. Kumar, Monte Carlo simulation, molecular dynamic simulation, quantum chemical calculation and anti-corrosive behaviour of Citrus limetta pulp waste extract for stainless steel (SS-410) in acidic medium, Mater. Chem. Phys. 284 (2022) 126052.
[63] B. Ould Abdelwedoud, M. Damej, K. Tassaoui, A. Berisha, H. Tachallait, K. Bougrin, V. Mehmeti, M. Benmessaoud, Inhibition effect of N-propargyl saccharin as corrosion inhibitor of C38 steel in 1 M HCl, experimental and theoretical study, J. Mol. Liq. 354 (2022) 118784.
[64] T.M. Usman, S. Xintai, Z. Mengqi, L. Yinnian, W. Ronglan, C. Dejun, Preparation of hydroxypropyl-cyclodextrin-graphene / Fe 3 O 4 and its adsorption properties for heavy metals, Surfaces Interfaces J. 16 (2019) 43–49.
[65] B. El, A. Baddouh, R. Oukhrib, S. El, Z. Hafidi, Electrochemical and in silico investigations into the corrosion inhibition of cyclic amino acids on tin metal in the saline environment, Surfaces and Interfaces. 23 (2021) 100966.
[66] V. Slovák, T. Zelenka, A. Parchaňská, The role of the oxygen functional groups in adsorption of copper (II) on carbon surface, Sci. Total Environ. (2019) 135436.
[67] M. Alahiane, R. Oukhrib, Y. Ait, H. Abou, R. Idouhli, A. Nahl, A. Berisha, N.Z. Azzallou, M. Hamdani, Corrosion inhibition of SS 316L by organic compounds : Experimental , molecular dynamics , and conceptualization of molecules – surface bonding in H2 SO4 solution, Appl. Surf. Sci. J. 612 (2023) 155755.
[68] M. Elhoudi, R. Oukhrib, C.A. Celaya, D.G. Araiza, Y. Abdellaoui, I. Barra, Y. Brahmi, H. Bourzi, M. Reina, A. Albourine, H. Abou, Comparison of green bio ‑ based cerium / alginate vs . copper / alginate beads : a study of vibrational and thermal properties using experimental and theoretical methods, J. Mol. Model. 28 (2022) 37.
[69] R. Oukhrib, B. El, H. Abou, Y. Abdellaoui, S. El, L. Bazzi, M. Hilali, H. Bourzi, In silico investigations of alginate biopolymer on the Fe ( 110 ), Cu ( 111 ), Al ( 111 ) and Sn ( 001 ) surfaces in acidic media : Quantum chemical and molecular mechanic calculations, J. Mol. Liq. 312 (2020) 113479.
[70] Z. Cheng, B. Yang, Q. Chen, W. Ji, Z. Shen, Characteristics and difference of oxidation and coagulation mechanisms for the removal of organic compounds by quantum parameter analysis, Chem. Eng. J. (2017) 1–32.
[71] Y. Qiang, L. Guo, H. Li, X. Lan, Fabrication of environmentally friendly Losartan potassium film for corrosion inhibition of mild steel in HCl medium, Chem. Eng. J. 406 (2021) 126863.
[72] M.R.A. Md. Shad Salman, Md. Nazmul Hasan, Md. Munjur Hasan, Khadiza Tul Kubra, Md. Chanmiya Sheikh, Ariyan Islam Rehan, R.M. Waliullah, Adiba Islam Rasee, Mrs Eti Awual, Mohammed Sohrab Hossain, Abdulmohsen K.D. Alsukaibi, Hamed M. Alshammari, Improving copper(II) ion detection and adsorption from wastewater by the ligand-functionalized composite adsorbent, Chem. Eng. J. 1282 (2023) 135259.
[73] Q. Wu, S. Dong, L. Wang, X. Li, Single and Competitive Adsorption Behaviors of Cu2+, Pb2+ and Zn2+ on the Biochar and Magnetic Biochar of Pomelo Peel in Aqueous Solution, Water. 13 (2021) 868.
DOI: 10.3390/w13060868
[74] O. Dagdag, R. Hsissou, A. El Har, A. Berisha, Z. Sa, C. Verma, Fabrication of polymer based epoxy resin as e ff ective anti-corrosive coating for steel : Computational modeling reinforced experimental studies, Surfaces and Interfaces. 18 (2020) 100454.
[75] R. Hsissou, B. Benzidia, M. Rehioui, M. Berradi, A. Berisha, M. Assouag, N. Hajjaji, A. Elharfi, Anticorrosive property of hexafunctional epoxy polymer HGTMDAE for E24 carbon steel corrosion in 1.0 M HCl: gravimetric, electrochemical, surface morphology and molecular dynamic simulations, Polym. Bull. (2019).
[76] O.D.R. Hsissou, A.B.H. Erramli, O.H.S. Jodeh, A. El Harfi, Polymeric ‑ Based Epoxy Cured with a Polyaminoamide as an Anticorrosive Coating for Aluminum 2024 ‑ T3 Surface : Experimental Studies Supported by Computational Modeling, J. Bio- Tribo-Corrosion. (2019) 1–13.
[77] R. Hsissou, O. Dagdag, S. Abbout, F. Benhiba, M. Berradi, M. El, A. Berisha, N. Hajjaji, A. Elhar, Novel derivative epoxy resin TGETET as a corrosion inhibition of E24 carbon steel in 1 . 0 M HCl solution . Experimental and computational ( DFT and MD simulations ) methods, J. Mol. Liq. 284 (2019) 182–192.
[78] S. Abbout, M. Zouarhi, D. Chebabe, M. Damej, A. Berisha, Galactomannan as a new bio-sourced corrosion inhibitor for iron in acidic media, Heliyon. 6 (2020) e03574.
[79] N. Hasani, T. Selimi, A. Mele, V. Thaçi, J. Halili, A. Berisha, M. Sadiku, Theoretical, Equilibrium, Kinetics and Thermodynamic Investigations of Methylene Blue Adsorption onto Lignite Coal, Mol. 2022, Vol. 27, Page 1856. 27 (2022) 1856.
[80] M. Sadiku, T. Selimi, A. Berisha, A. Maloku, V. Mehmeti, V. Thaçi, N. Hasani, Removal of Methyl Violet from Aqueous Solution by Adsorption onto Halloysite Nanoclay: Experiment and Theory, Toxics 2022, Vol. 10, Page 445. 10 (2022) 445.
[81] H. Xu, X. Hu, Y. Chen, Y. Li, R. Zhang, C. Tang, X. Hu, Cd(II) and Pb(II) absorbed on humic acid-iron-pillared bentonite: Kinetics, thermodynamics and mechanism of adsorption, Colloids Surfaces A. (2020).
[82] M.N. Sahmoune, Evaluation of thermodynamic parameters for adsorption of heavy metals by green adsorbents, Environ. Chem. Lett. (2018).
[83] H. Babas, M. Khachani, I. Warad, S. Ajebli, A. Guessous, A. Guenbour, Z. Safi, A. Berisha, A. Bellaouchou, Z. Abdelkader, G. Kaichouh, Sofosbuvir adsorption onto activated carbon derived from argan shell residue: Optimization, kinetic, thermodynamic and theoretical approaches, J. Mol. Liq. 356 (2022) 119019.
[84] S. Ajebli, G. Kaichouh, M. Khachani, H. Babas, M. El Karbane, I. Warad, Z.S. Safi, A. Berisha, V. Mehmeti, A. Guenbour, A. Bellaouchou, A. Zarrouk, The adsorption of Tenofovir in aqueous solution on activated carbon produced from maize cobs: Insights from experimental, molecular dynamics simulation, and DFT calculations, Chem. Phys. Lett. 801 (2022) 139676.
[85] J. El Gaayda, F. Ezzahra Titchou, R. Oukhrib, I. Karmal, H. Abou Oualid, A. Berisha, H. Zazou, C. Swanson, M. Hamdani, R. Ait Akbour, Removal of cationic dye from coloured water by adsorption onto hematite-humic acid composite: Experimental and theoretical studies, Sep. Purif. Technol. 288 (2022) 120607.
[86] O. Amrhar, A. Berisha, L. El Gana, H. Nassali, M. S. Elyoubi, Removal of methylene blue dye by adsorption onto Natural Muscovite Clay: experimental, theoretical and computational investigation, Int. J. Environ. Anal. Chem. (2021) 1–26.
[87] Q. Chen, J. Zheng, L. Wen, C. Yang, L. Zhang, Chemosphere A multi-functional-group modi fi ed cellulose for enhanced heavy metal cadmium adsorption : Performance and quantum chemical mechanism, Chemosphere. 224 (2019) 509–518.
[88] I.C. Gerber, P. Serp, A Theory/Experience Description of Support Effects in Carbon- Supported Catalysts, Chem. Rev. (2019).
[89] D. Huang, J. Wu, L. Wang, X. Liu, J. Meng, X. Tang, C. Tang, J. Xu, Novel insight into adsorption and co-adsorption of heavy metal ions and an organic pollutant by magnetic graphene nanomaterials in water, Chem. Eng. J. (2018) 1–36.
[90] A. Molhi, R. Hsissou, M. Damej, A. Berisha, M. Bamaarouf, M. Seydou, M. Benmessaoud, S. El Hajjaji, Performance of two epoxy compounds against corrosion of C38 steel in 1 M HCl: Electrochemical, thermodynamic and theoretical assessment, Int. J. Corros. Scale Inhib. 10 (2021) 812–837.
[91] A. Molhi, R. Hsissou, M. Damej, A. Berisha, V. Thaçi, A. Belafhaili, M. Benmessaoud, N. Labjar, S. El Hajjaji, Contribution to the corrosion inhibition of c38 steel in 1 m hydrochloric acid medium by a new epoxy resin pgeppp, Int. J. Corros. Scale Inhib. 10 (2021) 399–418.
[92] M. El Faydy, H. About, I. Warad, Y. Kerroum, A. Berisha, F. Podvorica, F. Bentiss, G. Kaichouh, B. Lakhrissi, A. Zarrouk, Insight into the corrosion inhibition of new bis-quinolin-8-ols derivatives as highly efficient inhibitors for C35E steel in 0.5 M H2SO4, J. Mol. Liq. 342 (2021) 117333.
[93] Z. You, M. Cheng, C. Ma, Y. Xiao, X. Zhao, Molecular dynamics simulation of temperature and concentration distribution at liquid-gas interface during liquid air storage process, Energy Built Environ. 8 (2024) 8:41.
[94] R. Oukhrib, Y. Abdellaoui, A. Berisha, H.A. Oualid, F.A. Asmary, V.S. Parmar, C. Len, OPEN DFT , Monte Carlo and molecular dynamics simulations for the prediction of corrosion inhibition efficiency of novel pyrazolylnucleosides on Cu ( 111 ) surface in acidic media, Sci. Rep. (2021) 1–18.
[95] A. Berisha, Interactions between the Aryldiazonium Cations and Graphene Oxide : A DFT Study, Hindawi J. Chem. 2019 (2019).
[96] S. Fang, X. Ruan, Simultaneous Removal of Cu 2+ , Cd 2+ and Pb 2+ by Modified Wheat Straw Biochar from Aqueous Solution: Preparation, Characterization and Adsorption Mechanism, Toxics. (2022) 1–15.
[97] B.N. Pham, J. Kang, C. Lee, S. Park, Removal of HeavyMetals (Cd2+, Cu2+, Ni2+, Pb2+) fromAqueous Solution Using Hizikia fusiformis as an Algae-Based Bioadsorbent, Appl. Sci. 11 (2021) 8604.
DOI: 10.3390/app11188604
[98] J.K. and S.O.O. George S. Nyamato, Kelvin Wambugu, Liquid-liquid extraction of copper(II), zinc(II), cadmium(II), and lead(II) from aqueous solution and sewage effluent using phenoxy-amino ligands, Water Sci. Technol. 85 (2022) 2993.
DOI: 10.2166/wst.2022.164
[99] J. Jung, M. Chang, H. Yoon, applied sciences Interface Engineering Strategies for Fabricating Nanocrystal-Based Organic – Inorganic Nanocomposites, Appl. Sci. Rev. (2018) 17–22.
DOI: 10.3390/app8081376
[100] J. Novotny, V. Jan, P.L. Bora, M. Repisky, M. Straka, S. Komorovsky, R. Marek, Linking the Character of the Metal − Ligand Bond to the Ligand NMR Shielding in Transition-Metal Complexes : NMR Contributions from Spin − Orbit Coupling, J. Chem. Theory Comput. 13 (2017) 3586–3601.
[101] R. Bechaieb, A.B. Akacha, H. Gérard, Quantum chemistry insight into Mg-substitution in chlorophyll by toxic heavy metals : Cd , Hg and Pb, Chem. Phys. Lett. (2016).
[102] E. Bavel, A. Afkhami, T. Madrakian, Removal and Preconcentration of Pb ( II ) Heavy Metal Ion from Water and Waste-Water Samples onto Poly ( vinyl alcohol )/ polyethyleneimine / Fe3O4 Microfibers Nanocomposite, J. Polym. Environ. (2019).
[103] B. Hayati, A. Maleki, F. Najafi, H. Daraei, F. Gharibi, G. Mckay, Super high removal capacities of heavy metals (Pb2+ and Cu2+) using CNT dendrimer, J. Hazard. Mater. (2017).
[104] J. Romero, M. Mart, M. Maneiro, G. Zaragoza, R. Pedrido, A.M. Gonza, Selective Metal-Assisted Assembly of Mesocates or Helicates with Tristhiosemicarbazone Ligands, Inorg. Chem. (2018).
[105] K. Mena-ulecia, O. Ya, M.A. Treto-su, Study of heavy metals adsorption using a silicate-based material : Experiments and theoretical insights, Chem. Phys. Impact J. 9 (2024) 100714.
[106] S. Fang, L. Xu, H. Wu, J. Tian, Z. Lu, W. Sun, Y. Hu, Adsorption of Pb ( II )/ benzohydroxamic acid collector complexes for ilmenite fl otation, Miner. Eng. 126 (2018) 16–23.
[107] A. Heuer-jungemann, N. Feliu, I. Bakaimi, M. Hamaly, A. Alkilany, I. Chakraborty, A. Masood, M.F. Casula, A. Kostopoulou, E. Oh, K. Susumu, M.H. Stewart, I.L. Medintz, E. Stratakis, W.J. Parak, A.G. Kanaras, The Role of Ligands in the Chemical Synthesis and Applications of Inorganic Nanoparticles, Chem. Rev. (2018).
[108] K.K. Pobi, B. Mondal, S. Nayek, A.K. Patra, R. Saha, Efficient removal of Hg2þ,Cd2þ and Pb2þ from aqueous solution and mixed industrial wastewater using a designed chelating ligand, 2-pyridyl-N-(20- methylthiophenyl) methyleneimine (PMTPM), Water Sci. Technol. 79 (2019) 1–10.
DOI: 10.2166/wst.2019.108
[109] F. Igbari, Z. Wang, L. Liao, Progress of Lead-Free Halide Double Perovskites, Adv. Energy Mater. 1803150 (2019) 1–32.
[110] F. Wurm, B. Rietzler, T. Pham, Multivalent Ions as Reactive Crosslinkers for, Molecules. 25 (2020) 1840.
[111] F. Science, S. Upm, Crosslinked Carboxymethyl Sago Starch / Citric Acid, Polymers (Basel). 12 (2020) 2465.
[112] L. Rani, J. Kaushal, A critical review on recent developments in MOF adsorbents for the elimination of toxic heavy metals from aqueous solutions, Environ. Sci. Pollut. Res. (2020).
[113] L. Pincus, H. Rudel, P. Petrovic, S. Gupta, P. Westerhoff, C. Muhich, J.B. Zimmerman, Exploring the Mechanisms of Selectivity for Environmentally Significant Oxo-anion Removal During Water Treatment: a Review of Common Competing Oxo-anions and Tools for Quantifying Selective Adsorption, Environ. Sci. Technol. (2020) 1–59.
[114] Y. Zhu, W. Fan, T. Zhou, X. Li, Science of the Total Environment Removal of chelated heavy metals from aqueous solution: A review of current methods and mechanisms, Sci. Total Environ. 678 (2019) 253–266.