13
Experimental and Molecular Dynamics Simulation Study of Specic Ion Eect on the Graphene Oxide Surface and Investigation of the Inuence on Reactive Extraction of Model Dye Molecule at WaterOrganic Interface Priyakshree Borthakur, ,Purna K. Boruah, ,Najrul Hussain, ,Bhagyasmeeta Sharma, Manash R. Das,* ,,Sara Matic ́ , § David R ̌ eha, and Babak Minofar* ,,Advanced Materials Group, Materials Science and Technology Division, CSIR-North East Institute of Science and Technology, Jorhat 785006, Assam, India Academy of Scientic and Innovative Research (AcSIR), CSIR-NEIST Campus, India § Faculty of Science, University of Zagreb, Roosevelt Sq. 6, 10000 Zagreb, Croatia Center for Nanobiology and Structural Biology, Institute of Microbiology, Academy of Sciences of the Czech Republic, Za ́ mek 136, 373 33 Nove ́ Hrady, Czech Republic Institute of Physics and Biophysics, Faculty of Science, University of South Bohemia, Branis ̌ ovska ́ 1760, 37005 C ̌ eske ́ Budě jovice, Czech Republic * S Supporting Information ABSTRACT: The inuence of dierent inorganic anions (Cl , Br , SCN , NO 3 , SO 4 2, and CH 3 COO ) and cations (Ca 2+ , Mg 2+ , Na + , and NH 4 + ) on the surface potential of graphene oxide (GO) suspension has been investigated both experimentally and computationally. The hydrophilic GO surface has negative surface potential (zeta potential) which can be varied by changing the pH of the suspension as well as by adding external inorganic ions. The surface of GO is hydrophilic in a basic medium and becomes hydrophobic in an acidic medium because of the protonation and deprotonation of the surface functional groups. The presence of inorganic ions aects the electrophoretic mobility of the dispersed phase within the GO suspension and inuences its zeta potential. This is due to the formation of a double layer of charge at the interface of the GO and ionic salt solution. Molecular dynamics simulations were used to understand the interactions of ions within the slipping plane of GO, which inuences its zeta potential in salt solutions. The results suggested that the inuence of the various inorganic ions on the electrokinetic potential of GO is ion-specic and depends on the polarizability of the ions. Having high specic surface area and being amphiphilic and biocompatible, GO was successfully utilized in the reactive extraction technique of methyl blue (MB) dye molecule at the watertoluene interface. The present study demonstrates that the presence of highly polarizable ions increases the zeta potential as well as hydrophobicity of GO, which facilitates the extraction of MB from the aqueous to the organic phase. INTRODUCTION In recent years, colloidal systems have been widely used in various industrial, biological, and commercial applications, and the stability of the colloidal systems is a key factor inuencing their application in dierent elds. Zeta potential, an important surface property, plays the key role in the study of stability of a colloidal system.The structure of the electrical double layer at the particledispersion medium interface inuences the zeta potential and other surface properties of a colloidal dispersion. In colloidal science, the presence of salt solutions plays an important role in the variation of zeta potential at particleelectrolyte solution interface because of the variation of the distribution of ions near the interface and pH of the colloidal suspension, which are mainly a function of ionic charge and size. In the case of a colloidal dispersion of oxide materials, on addition of salt solutions, the acidbase surface functional groups of the oxide surface react with the ions of the salt and result in generation of electric charge at the interface. 1,2 The magnitude of the electrical charge on the surface and the structure of the electrical double layer at the interface depend upon the concentration of the electrolyte solution as well as on the nature of the ions. The ionic species plays an important role in dierent chemical processes, such as electrochemical reactions at electrode surfaces, atmospheric chemistry on Received: March 17, 2016 Revised: June 9, 2016 Article pubs.acs.org/JPCC © XXXX American Chemical Society A DOI: 10.1021/acs.jpcc.6b02787 J. Phys. Chem. C XXXX, XXX, XXXXXX

Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

  • Upload
    others

  • View
    6

  • Download
    0

Embed Size (px)

Citation preview

Page 1: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

Experimental and Molecular Dynamics Simulation Study of SpecificIon Effect on the Graphene Oxide Surface and Investigation of theInfluence on Reactive Extraction of Model Dye Molecule at Water−Organic InterfacePriyakshree Borthakur,†,‡ Purna K. Boruah,†,‡ Najrul Hussain,†,‡ Bhagyasmeeta Sharma,†

Manash R. Das,*,†,‡ Sara Matic,§ David Reha,∥ and Babak Minofar*,∥,⊥

†Advanced Materials Group, Materials Science and Technology Division, CSIR-North East Institute of Science and Technology,Jorhat 785006, Assam, India‡Academy of Scientific and Innovative Research (AcSIR), CSIR-NEIST Campus, India§Faculty of Science, University of Zagreb, Roosevelt Sq. 6, 10000 Zagreb, Croatia∥Center for Nanobiology and Structural Biology, Institute of Microbiology, Academy of Sciences of the Czech Republic, Zamek 136,373 33 Nove Hrady, Czech Republic⊥Institute of Physics and Biophysics, Faculty of Science, University of South Bohemia, Branisovska 1760, 37005 CeskeBudejovice,Czech Republic

*S Supporting Information

ABSTRACT: The influence of different inorganic anions(Cl−, Br−, SCN−, NO3

−, SO42−, and CH3COO

−) and cations(Ca2+, Mg2+, Na+, and NH4

+) on the surface potential ofgraphene oxide (GO) suspension has been investigated bothexperimentally and computationally. The hydrophilic GOsurface has negative surface potential (zeta potential) whichcan be varied by changing the pH of the suspension as well asby adding external inorganic ions. The surface of GO ishydrophilic in a basic medium and becomes hydrophobic in anacidic medium because of the protonation and deprotonationof the surface functional groups. The presence of inorganicions affects the electrophoretic mobility of the dispersed phase within the GO suspension and influences its zeta potential. This isdue to the formation of a double layer of charge at the interface of the GO and ionic salt solution. Molecular dynamicssimulations were used to understand the interactions of ions within the slipping plane of GO, which influences its zeta potentialin salt solutions. The results suggested that the influence of the various inorganic ions on the electrokinetic potential of GO ision-specific and depends on the polarizability of the ions. Having high specific surface area and being amphiphilic andbiocompatible, GO was successfully utilized in the reactive extraction technique of methyl blue (MB) dye molecule at the water−toluene interface. The present study demonstrates that the presence of highly polarizable ions increases the zeta potential as wellas hydrophobicity of GO, which facilitates the extraction of MB from the aqueous to the organic phase.

■ INTRODUCTIONIn recent years, colloidal systems have been widely used invarious industrial, biological, and commercial applications, andthe stability of the colloidal systems is a key factor influencingtheir application in different fields. Zeta potential, an importantsurface property, plays the key role in the study of stability of acolloidal system.The structure of the electrical double layer atthe particle−dispersion medium interface influences the zetapotential and other surface properties of a colloidal dispersion.In colloidal science, the presence of salt solutions plays animportant role in the variation of zeta potential at particle−electrolyte solution interface because of the variation of thedistribution of ions near the interface and pH of the colloidalsuspension, which are mainly a function of ionic charge and

size. In the case of a colloidal dispersion of oxide materials, onaddition of salt solutions, the acid−base surface functionalgroups of the oxide surface react with the ions of the salt andresult in generation of electric charge at the interface.1,2 Themagnitude of the electrical charge on the surface and thestructure of the electrical double layer at the interface dependupon the concentration of the electrolyte solution as well as onthe nature of the ions. The ionic species plays an important rolein different chemical processes, such as electrochemicalreactions at electrode surfaces, atmospheric chemistry on

Received: March 17, 2016Revised: June 9, 2016

Article

pubs.acs.org/JPCC

© XXXX American Chemical Society A DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

Page 2: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

aerosol surfaces, extraction processes between organic andaqueous phases, ion transfer through biological membranes,etc.3 In 1888, Franz Hofmeister discovered that the salting outefficiency of different ions on the precipitation of hen egg whiteproteins are different, and on the basis of this observation, hearranged the ions within a series known as the Hofmeisterseries (HS).4,5 From the earlier studies it was realized that theHofmeister salts have significant ion-specific effect on thesurface tension of water−air and oil−water interfaces, stabilityof emulsions, solubility of gases, catalysis of chemical reactions,etc.6 In colloidal systems, the HS ions show a distinguishableinfluence on the surface charge and polarity. Hydrophobicanionic colloids show direct HS effect, and the cationic colloidsshow reverse HS effect.7,8 In the case of hydrophilic colloids,the anionic colloids show reverse HS, but the cationic colloidsshow direct HS effect.7,9 The effect of Hofmeister ions on thecolloidal systems can be discussed based on the variation ofnonelectrostatic potentials between the ions and the surfacesand the ion hydration forces. Furthermore, the polarizability ofthe ion also plays an important role in this study. Das et al.studied the effect of inorganic anions like NO3

−(aq), I−(aq),Br−(aq), Cl−(aq), SO4

2−(aq), and S2O32−(aq) and cations

Ca2+(aq) and Mg2+(aq) on the zeta potential and isoelectricpoint of α-alumina as well as their effect on adsorption densityof the p-hydroxy benzoate on α-alumina in an aqueousmedium.10 They observed that, at very low electrolyteconcentration, the polarizability of ions plays an importantrole in the specific ion adsorption onto the α-alumina surfacesin addition to ion−ion and ion−solvent interactions in thepresence of different salts.Graphene oxide (GO) sheets have ionizable (−COOH and

−OH) edge groups on the surface and produce a colloidaldispersion in an aqueous medium because of its hydrophilicnature. The specific ion effect on the stability of a GO colloidalsystem and the zeta potential are associated with the electricalcharge formed at the GO−electrolyte solution interface. Tobest of our knowledge, there is no literature available on thediscussion about the influence of HS ions on surfaces of GO. Inthis paper, we mainly focus on the measurement of the zetapotential value (ζ) of GO colloidal suspension in the presenceof different anionic and cationic ions like Cl−(aq), Br−(aq),NO3

−(aq), SCN−(aq), SO42−(aq), CH3COO

−(aq), Na+(aq),Ca2+(aq), Mg2+(aq), and NH4

+(aq) of two different concen-trations (0.01 M and 0.1M) in the pH range 2−10 of themedium. From the results obtained, it is found that with thevariation of pH of the colloidal systems, the polarity of the GOsurface is varied; hence, the effect of ions on the GO surface atdifferent pH is also different, which depends on the surfacepolarity as well as on the polarizability of the ion.Our objective is to investigate the specific ion effect on the

GO surface both experimentally and through moleculardynamics (MD) simulation, which will play a major role inthe reactive extraction of the dye molecules for environmentalremediation. Reactive extraction technique refers to a liquid−liquid extraction technique in which a suitable carrier is used toextract toxic materials from the aqueous to the organic phase.The material and the carrier react with each other in theaqueous phase, and then the resultant complex is extracted tothe organic phase. The reactive extraction technique is highlyeffective for biodiesel production, enantioselective separation,extraction of organic acids from the aqueous phase, etc.11−15

The reactive extraction technique also has attracted consid-erable attention for the removal of dye molecules from

industrial waste before being discharged into the normalwater stream. Among the various industrially utilized dyemolecules, methyl blue (MB) is a toxic material for itscarcinogenic and mutagenic effects;16 hence, removal of MBfrom industrial effluents is an important field of study. Ourresearch group has recently utilized the reactive extractiontechnique for the removal of both the cationic and anionic dyemolecules using GO as an efficient carrier.17 It was found thatthe extraction of dye molecules mainly depends on the surfacecharge (zeta potential) of the surfactant molecules. Thus, thevariation of the zeta potential of the GO surface as a function ofpH in the presence of different anionic and cationic ions showssignificant effect on the reactive extraction analysis of dyemolecules at the water−organic interface. The presence of bothhydrophilic polar groups at the edges and the hydrophobicaromatic structure makes GO amphiphilic in nature. Because ofthe amphiphilicity, GO can be used as a surfactant in theformation of pickering emulsions consisting of an aqueousphase and an organic phase.18 In this paper we have exploredhow the zeta potential value of GO depends on the pH of themedium as well as on the presence of electrolyte ions. Thus, theinfluence of the presence of a series of inorganic ions and pH ofthe medium on the adsorption of methyl blue at the GO−electrolyte interface seems to be an uninvestigated topic whichis yet to be explored. Our present work includes the variation ofthe surface properties in the presence of different electrolytesand the effect of surface charge on the reactive extractionanalysis of carcinogenic methyl blue, an anionic dye, intoluene−water interface. The structure of MB is shown inFigure 1.

■ EXPERIMENTAL SECTIONMaterials. The materials included graphite powder (<20

μm, Sigma-Aldrich), sulfuric acid (AR grade; Qualigens, India),hydrochloric acid (AR grade, Qualigens, India), H2O2 (30%;Qualigens), potassium permanganate (>99%, E Merck, India),NaOH (99%; Qualigens), toluene (>99.5%, SD Fine-Chem,Mumbai, India), methyl blue (Loba Chemie, reagent grade),NaCl (>99%, E Merck, India), NaBr (>99%,LR, Indian Drugs& Pharmaceuticals Ltd.), NaNO3(>99%, E Merck, India),NaSCN (>98, Sigma-Aldrich), CH3COONa anhydrous (>99%,Sarabhai M. Chemicals), Na2SO4 (>99%, E Merck, India),MgCl2 (>99%, E Merck, India), CaCl2 (>99%, SD Fine-Chemlimited), NH4Cl (>99.5%, Qualigens, India), and deionized(DI) water. All salts are used after recrystallization.

Synthesis and Characterization of Graphene Oxide.GO was synthesized using the Hummers and Offemannmethod, and detailed characterization (X-ray diffraction,

Figure 1. Structure of methyl blue (MB) dye molecule.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

B

Page 3: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

ultraviolet−visible (UV−vis) spectra, thermogravimetric anal-ysis, high-resolution transmission electron microscopy, etc.)were provided in our previous publications.19,20

Measurement of Zeta Potential of GO Suspension inthe Presence of Different Electrolyte Solutions. Thepotential difference between the two phases that are in contactwith each other can be determined by four different techniquessuch as electrophoresis, electro-osmosis, streaming potential,and sedimentation potential. In the present study, the surfacepotential was determined by utilizing the electrophoresismethod. In the electrophoresis method, the particles moveunder the influence of an applied electric field. The zetapotential of GO suspensions was calculated by measuring theelectrophoretic mobility using a Zetasizer analyzer (Model:Nano ZS, Malvern, UK) instrument and the Smoluchowskiequation.21 The relation between zeta potential and electro-phoretic mobility is

ζ πη μ= ×D4 / t (1)

where ζ is the zeta potential, η the viscosity of the medium, μthe electrophoretic mobility at particular temperature, and Dtthe dielectric constant of the medium. Thus, the effect ofdifferent monovalent and divalent salts on the surface charge ofparticles can be studied by investigating the electrophoreticmobility as a function of pH in the presence of different salts.The effect of pH, electrolyte concentration, and presence ofdifferent ionic species on the zeta potential of the GOsuspension was evaluated.The specific ion effect on the zeta potential of GO (1 mg/

mL) was evaluated by measuring the zeta potential at twodifferent concentrations of salt solutions (0.01 M and 0.1M)separately with the help of a Zetasizer as a function of pH of themedium in the range of 2−10. The GO suspension wasprepared by ultrasonication of 1 mg/mL GO suspension with afixed salt concentration at the desired pH value for zetapotential measurement. The pH of the suspension was adjustedwith 0.1 M HCl and 0.1 M NaOH by using a pH meter. The 1M stock solution of the various electrolytes (NaCl, Na2SO4,NaSCN, NaNO3, NaBr, CH3COONa, NH4Cl, MgCl2, andCaCl2) were prepared by dissolving in deionized water. Thetotal volume of the GO suspension was adjusted to 5 mL withDI water in the presence of electrolyte solution at desired pHfor the zeta potential experiment.Reactive Extraction Analysis. The reactive extraction of

MB at the water−organic interface was studied by using GO ascarrier and toluene as model organic solvent in the pH range2−10 and at 25 °C. The effect of time on the reactive extractionanalysis was performed by stirring 5 mL of aqueous solutioncontaining 1 mM MB dye solution and 1 mg mL−1 GO with 5mL of toluene for 10, 30, 40, 60, 80, 100, 120, 140, 160, 180,200, and 220 s. The mixtures were then allowed to settle foranother 1 h, and the bubbles were imaged using a microscope.The average size of the bubbles was measured using ImageJsoftware. The amount of dye molecules extracted from theaqueous phase to the organic phase was evaluated bydetermining the UV−vis spectra of the aqueous dye solutionat λmax = 595 nm. The adsorption capacity of the dye moleculeat a particular time was determined by using the followingequation

= −q C C V m( ) /t t0 (2)

where C0 is the initial dye concentration and Ct is theconcentration of the dye molecule at time t. V is the totalvolume of the aqueous phase, and m is the mass of the GO.The percentage of MB extraction at a particular time was

calculated from the following equation

= − ×C C CExtraction (%) ( )/ 100t0 0 (3)

The effect of different ions on the reactive extraction analysisof the dye molecule was investigated by adopting the sameexperimental procedure on the mixture containing 1 mg/mLGO, 1 mM MB dye, and 0.01 and 0.1 M salt solution in 5 mLof aqueous phase and 5 mL of toluene as organic phase.

Computational Section. To support experimental findingsand understand at the molecular level the interactions of ionswithin the slipping plane influencing the zeta potential of GO insalts solutions, classical MD simulations have been employed.MD simulation is a powerful technique to identify theinteraction of solute−solvent as well as solvent−solventmolecules in different solutions. For construction of GOC186H24O24, which has COOH and OH groups as functionalgroups, has been used. The ratio of COOH:OH is assumed tobe 1:1, and no epoxy groups were used in the structure as thestructure of GO used in experimental work was not identifiedin terms of different functional groups. MD simulations of asingle GO molecule in both acidic and basic forms (protonatedand deprotonated) solvated in pure water and aqueoussolutions of NaCl, Na2SO4, NaSCN, NaNO3, NaBr,CH3COONa, NH4Cl, MgCl2, and CaCl2 with the concen-tration of 0.1 M have been performed. For preparation of thesolution boxes, Packmol package was used and the GOmolecules have been placed in the center of the cubic box.22,23

Periodic boundary conditions in all three dimensions have beenused for all simulations, and for simulated molecules and ionsthe general amber force field (GAFF) parameter set wasemployed.24

Partial charges for all molecules and ions were obtained by abinitio quantum mechanical calculations based on geometryoptimization by using the Gaussian 03 package25 by employingthe density functional theory (DFT) method with the B3LYP/cc-pVDZ level of theory. Optimized structures were used toperform single-point calculations for further partial chargescalculations with the restrained electrostatic potential (RESP)26

fitting procedure by applying the Antechamber programpackage.27 Prepared systems were energy minimized by asteepest descent minimization procedure to remove unfavor-able contacts in the solutions then equilibrated by 100 psrestrained NVT (canonical ensemble) followed by 100 psrestrained NPT (isothermal−isobaric ensemble) moleculardynamics simulations. Linear constraint solver (LINCS)algorithm28 was employed for all bonds involving hydrogenatoms. The short-range nonbonded interactions were truncatedto zero with the cutoff distance of 1.2 nm, and the long-rangepart of the electrostatic interactions was calculated by theparticle mesh Ewald method.29All the atoms in the systemswere given initial velocities according to Maxwell−Boltzmanndistribution at 300 K. V-rescale coupling algorithm was used30

with the coupling constant of 0.1 ps to maintain constanttemperature and pressure for all simulated systems. Allproduction runs were done in NPT ensemble for 20 ns at300 K, and a time step of 2 fs was used for all simulations.Coordinates, velocities, and energies were saved for analysisevery 5 ps. All simulations were performed employing Gromacs4.5.5 program package.30−33 To quantify the distribution of

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

C

Page 4: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

each ion species around the GO molecule in the solutions, theradial distribution function (RDF) of the GROMACS programpackage has been employed. Visual Molecular Dynamics(VMD) program was used for visualizations of the trajectoryand preparation of snapshots.34

■ RESULTS AND DISCUSSIONInfluence of Monovalent and Divalent Ions on the

Zeta Potential of GO Sheets. In this study we have used GOas a base material which zeta potential value is found to benegative in the pH range 2−10. Without the effect of anymonovalent and divalent ions the zeta potential has the lowestvalue, ∼−40 mV, in the pH range 4−10 and the highest value,∼−23 mV, at pH 2 for GO surface. The variation of the zetapotential of GO in the presence of 0.01 and 0.1 M NaCl(aq),Na2SO4(aq), NaNO3(aq), NaBr(aq), CH3COONa(aq),NaSCN(aq), CaCl2(aq), MgCl2(aq), and NH4Cl(aq) as afunction of pH is shown in Figures 2 and 3, respectively. It is

observed from Figure 2 that the zeta potential value is found tobe negative in the pH range 2−10 in the presence of the 0.01 MCl−(aq), Br−(aq), SCN−(aq), NO3

−(aq), SO42−(aq), and

CH3COO−(aq). With increasing the pH of the medium, the

zeta potential of GO tends toward more negative valuesbecause of the increased ionization of the surface edginggroups.35 At the low pH, the zeta potential of GO has lownegative values due to the adsorption of H+ ions from the acidic

media on the negatively charged surface.36 When a salt of Na+

ion is introduced into the GO suspension, the Na+ ions areadsorbed onto the GO surface by electrostatic interactions andformed a double layer. However, the polarizability of the anionsof the salt affects the extent of adsorption of the cation on thenegatively charged surface of GO. In Figure 2a, it is shown thatat lower pH range, where the surface becomes hydrophobic ascompared to the higher pH, a small number of positivelycharged cations (Na+) are adsorbed on the GO surface and theanions and resting Na+ ions are distributed around the fixedlayer of adsorbed cations on the GO surface. The hydrophobicGO surface attracts the smaller anions more strongly byelectrostatic interactions than the larger anions. Hence, the zetapotential of the GO surface has a less negative value in thepresence of lager anions (in comparison to without salt) than inthe presence of the smaller anions.37 The polarizability of theanions plays the key role in the variation of zeta potential ofGO in the presence of inorganic salts. Smaller anions areadsorbed on the hydrophobic positively charged GO surfacemore strongly than the larger ions. Hence, it is observed fromFigure 2a that in acidic and also in basic pH range, the zetapotential of GO follows the order SO4

2−(aq) < GO < Cl−(aq)< SCN−(aq) < Br−(aq) ∼ NO3

−(aq) < CH3COO−(aq) at the

background electrolyte concentration of 0.01 M. In the high pHrange, the GO surface is hydrophilic in nature. When the saltsolution is introduced into the GO suspension, Na+ ions are

Figure 2. Variation of zeta potential of GO as a function of pH in thepresence of 0.01 M solutions of (a) sodium salt of different anions and(b) chloride salt of different cations.

Figure 3. Variation of zeta potential of GO as a function pH in thepresence of 0.1 M solutions of (a) sodium salt of different anions and(b) chloride salts of different cations.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

D

Page 5: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

adsorbed on the GO surface; thus, it becomes positive. On thehydrophilic, positively charged surface, larger anions are morestrongly adsorbed than the smaller anions.37 Hence, the surfacepotential of GO in the presence of Na2SO4 salt solution is morenegative than the GO surface without salt. The other anions donot show considerable effect on the surface potential.However, the zeta potential value of the GO shifted toward

positive in the presence of the 0.1 M concentration of thebackground electrolyte solutions. It is observed from Figure 3athat in acidic pH range (e.g., pH 4) the zeta potential of GOfollows the order GO < SO4

2−(aq) ∼ SCN−(aq) < Br−(aq) <NO3

−(aq) < Cl−(aq) < CH3COO−(aq) because of the

adsorption of anions on the positively charged GO surfaceafter formation of a double layer by Na+ ions at the GO−electrolyte interface which is mainly depend on the size andpolarizability of the anions. The highly polarizable anions areadsorbed more strongly on the GO surface after formation of adouble layer by Na+ ions at the interface because of highersurface-active properties; hence, the zeta potential of GOfollows the as-mentioned order as a function of the polar-izability of anions.38 The zeta potential value of the GO in the

presence of the 0.1 M background electrolyte is found to be inthe range of ∼− 22 mV to ∼−16 mV, which is more positivethan the original GO suspension. This phenomenon isobserved because of the adsorption of more Na+ ions on theGO surface due to electrostatic interaction between thenegative GO surface and positive Na+ ions. Almost similarzeta potential variation of GO is observed in the neutral as wellas the basic pH range.The variation of the zeta potential of GO in the presence of

NH4Cl(aq), MgCl2(aq), and CaCl2(aq) at 0.01 and 0.1 Mconcentration as a function of the pH is depicted in Figures 2band 3b, respectively. From Figure 2b, it is seen that the zetapotential values of GO suspension in the presence of differentchloride salts, namely, NH4Cl(aq), NaCl(aq), MgCl2(aq), andCaCl2(aq) (same anion but different cations), are less negativethan those in the absence of salt solution and follow the orderCa2+(aq) > Mg2+(aq) > Na+(aq) > NH4

+(aq) because of theadsorption of cations on the negatively charged surface.Divalent cations are more strongly bound to the negativesurface and hence give rise to a relatively small negative zetapotential value, whereas the monovalent cations Na+(aq) and

Figure 4. Radial distribution function of anions around the surface of GO in (a) acidic and (b) ionic forms in the solutions of NaNO3(aq),NaSCN(aq), CH3COONa(aq), NaCl(aq), Na2SO4(aq), and NaBr(aq). Complexes formed at the surface of GO in ionic form upon binding ofsodium cations to carboxylic groups of GO or binding to the hydrophobic surface of GO represented for (c) CH3COO

−, (d) SCN−, (e) SO42−, and

(f) NO3− anions. (Color coding: C, cyan; O, red; N, dark blue; H, white; S, yellow; Na, light blue.)

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

E

Page 6: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

NH4+(aq) are weakly bound to the surface. Moreover, the size

of the hydrated ions in the Stern layer also influences thethickness of the layer as well as the zeta potential value. TheCa2+ ions have small hydrated ionic radii. As a result, Ca2+ ionscan easily enter into the Stern layer, and the zeta potential ofthe GO dispersion as compared to the dispersions containingother salts was less negative. The same effect is seen in the caseof monovalent Na+(aq) and NH4

+(aq) ions where weaklyhydrated Na+(aq) can more easily enter into the Stern layerthan the highly hydrated NH4

+ ions. The NH4+(aq) ion can

form hydrogen bonding with the H2O molecules and hence gethighly hydrated. The concentration of the salt solutions has agreat influence in the variation of the zeta potential of GO. Thezeta potential value of the GO suspension becomes lessnegative with an increase in concentration of the salt solutionsfrom 0.01 to 0.1 M. This is because more counterions canaccumulate on the GO surface; thus, the electrical double layeris compressed. The zeta potential value of GO is found to be∼−10 mV in the presence of the 0.01 M divalent cations ofCa2+(aq), Mg2+(aq), and NH4

+(aq). Interestingly, we havefound the isoelectric point of the GO at pH ∼7.5 and ∼8.3 inthe presence of the 0.1 M concentration of the divalent cationsMg2+(aq) and Ca2+(aq), respectively.Computational Section. MD simulations were performed

with both acidic and basic forms of GO solvated in water andaqueous salt solutions of NaCl(aq), Na2SO4(aq), NaNO3(aq),NaBr(aq), CH3COONa(aq), NaSCN(aq), CaCl2(aq),MgCl2(aq), and NH4Cl(aq) to better understand the pHdependence of the interaction of ions with the surface of GO.The radial distribution function was used to demonstrate thedistribution of ions around a single molecule of GO to quantifythe interactions of ions with the surface of GO (Figure 4).Snapshots of MD simulations (Figure 4) show the

interactions of individual ions with either the hydrophobicsurface or polar COOH and OH functional groups on thesurface of GO. The interaction of Na+ cations with GO wasobserved to occur in a pH-dependent manner due to bindingand electrostatic interaction to the anionic form of carboxylicgroups on the surface of GO, which was also observedexperimentally by zeta potential measurements. The binding ofcations to the carboxylate groups causes a double layer ofcharged surface, which results in less negative total charge at thesurface of GO.Additionally, some anions showed specific interactions with

the hydrophobic surface of GO. In all MD simulations, it wasassumed that all carbons of the GO molecule have zero partialcharge; thus, the surface of GO has hydrophobic character. Ionswhich prefer hydrophobic surfaces tend to be attracted to thesurface of GO. Anions such as NO3

−(aq), SCN−(aq), andCH3COO

−(aq) showed surface propensity to the air−waterinterface, which has been observed both experimentally andtheoretically in many studies. It seems that the behavior ofthese anions at the surface of GO is the same as at the air−water interface. Also, it is shown, both experimentally andtheoretically, that by increasing the hydrophobicity of ions,their surface propensity at the air−water interface is enhanced,as is observed for benzene dicarboxylic dianions when CH3groups to benzene ring.39−48

From the comparison of RDFs of anions around acidic andbasic forms of GO, it can be observed that more bulky,polarizable, and hydrophobic anions such as NO3

−(aq),SCN−(aq), and CH3COO

−(aq) show stronger affinity forbinding to the acidic form of GO, which is hydrophobic and has

a zero charged surface. However, they show weaker interactionswith the basic and negatively charged form of GO. The reasonfor such phenomena is the interactions and ion pair formationof these ions with cations attracted to the CH3COO

−(aq)groups of GO. Thus, fewer anions are found close to thehydrophobic surface of GO. On the other hand, doublynegative charged SO4

2−(aq) anions are not bound to thesurface of GO, but they do bind with high affinity to the anionicform of GO when the double layer with sodium cations isformed, which causes more negative zeta potential for thesolution of GO with Na2SO4(aq). Singly charged Cl− and Br−

anions show very low affinity for binding to either thehydrophobic surface of GO or to the Na+ cations in the doublelayer at the surface. However, the distribution of Cl− shows aslight increase around the basic form of GO in RDFcalculations.The interaction of ions with the surface of GO is responsible

for the changes of experimentally measured zeta potential.Therefore, to explain the pH dependence of zeta potential indifferent solutions of sodium salts (Figure 2), it is essential toinvestigate the nature of the ions binding to the surface. It wasobserved experimentally that in low pH values the GO surfacehas the most negative charge in aqueous solutions without anysalt. At these low pH values the carboxylic groups areprotonated; therefore, no sodium ions are binding to thesurface of GO. However, the hydrophobic, bulky, andpolarizable anions such as NO3

−(aq), SCN−(aq), andCH3COO

−(aq) can bind to the hydrophobic surface of GO,thus generating partial positive charge on the surface, whichcould lead to less negative zeta potential as is observedexperimentally. Moreover, these polyatomic anions areincreasing the bulkiness of the complex which is retarding thediffusion of the complex through the medium. Therefore,presence of these anions results in decreased mobility ofcomplexes in the solutions, thus making the zeta potentialvalues even less negative. Moreover, GO has the least negativevalue in aqueous solution of CH3COONa, which is due to thebinding of CH3COO

− anions in a very specific manner at thesurface of GO. The acetate anions are closely bound to thesurface of GO in which the methyl group pointing to thehydrophobic surface and carboxylic group is oriented towardthe solution. This propensity of the solution−vapor interface ofacetate ions has previously been described by Minofar etal.44−46 The same manner of orientation of acetate anions atthe interface of solutions to vapor or surface of GO confirmsthe affinity of their methyl moiety for the hydrophobic phase.This binding mode can especially influence the volume andmobility of the complex during the zeta potential measurement,resulting in the highest values of zeta potential observed inexperiment (Figure 2).Therefore, it is clear that the specific binding modes of

anions are responsible for the observed variation of zetapotential of GO in sodium salt solutions even at low pH valuesin which the sodium ions are not contributing to the lessnegative charge of the GO surface. The generation of apositively charged double layer can be followed by binding ofanions to the surface of GO at higher pH values, at which thecarboxylic groups become deprotonated. This is especiallyfavorable in the case of doubly charged SO4

2−(aq) anions,which was observed as a formation of a complex represented inFigure 4. The binding of doubly charged SO4

2−(aq) anionsincreases the amount of negative charge at the surface,therefore contributing to even lower zeta potential of GO in

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

F

Page 7: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

the solutions of Na2SO4(aq). Other anions which are singlycharged and not so closely bound to the double layer formed bysodium cations do not show such strong effect on zeta potentialas sulfate ions. Cl−(aq) anions are weakly bound to Na+ cations,while Br− anions are not found in the first solvation shellaround GO. This is the reason for more positive surfacepotential of GO in NaCl(aq) and NaBr(aq) salt solutions.However, it must be taken into account that bromide anionshave slightly stronger binding affinity to the hydrophobicsurface of GO. Thus, the observed zeta potential is inagreement with computational findings.The values of zeta potential obtained in higher concen-

trations of salts in solutions which are shifted to more positivevalues correspond to the presence of more Na+(aq) anionsattracted to the carboxylate groups. However, one of the factorsaffecting the measurement of zeta potential is the viscosity ofthe medium.49 Therefore, the presence of large anions close tothe surface of GO can influence the obtained values even morein higher concentrations of salts. The interactions of cations

with GO depend strongly on the deprotonation of carboxylicgroups at higher pH values. However, the intensity of theseinteractions and the number of cations attracted to the surfaceof GO depend on their properties such as charge of ions, size,and solvation properties. At low pH values, cations are not verylikely to interact with GO, as can be observed in Figure 5.However, at higher pH values, these interactions are increasedsignificantly, especially in the case of Na+(aq) and Ca2+(aq)cations. Because of their similar size, they were found to bind tothe carboxylic groups more closely and form more stablecomplexes than Mg2+(aq), which is a smaller cation. Therefore,the double layer of charge at the surface of GO is more positivein the solutions of NaCl(aq) and CaCl2(aq). Positive charge atthe interface of the double layer with the solution can also leadto attraction of Cl−(aq) ions into the outer solvation shell ofGO. Polyatomic cation NH4

+(aq) is also closely bound to thecarboxylic groups of GO forming a bulky complex on thesurface. The electrostatic interactions of NH4

+(aq) cation withGO are additionally supported by the formation of hydrogen

Figure 5. Radial distribution function of ionic species around the surface of GO in (a) acidic and (b) ionic state in the aqueous solutions ofNaCl(aq), MgCl2(aq), CaCl2(aq), and NH4Cl(aq). Complexes formed at the surface of GO in ionic form by binding of cations: (c) Na+, (d) Mg2+,(e) Ca2+, and (f) NH4

+. (Color coding: Cl, green; Mg, tan; Ca, purple; Na, light blue).

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

G

Page 8: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

bonds between the hydrogen atoms of NH4+(aq) and oxygen of

COO−(aq) group, which can be observed from the first peak atvery low r values in RDF for this cation with both acidic andbasic form of GO. Because of the hydrophobicity, NH4

+(aq)cations show surface propensity to the air−water interface,proposed by a recent publication of Tian et al.41 NH4

+(aq) alsoshowed affinity for binding to the hydrophobic surface of GOduring MD simulations, which can contribute to even morepositive surface charge.The zeta potentials measured in chloride salt solutions

containing different cationic species can be also explained byobserving the nature of their binding to GO during MDsimulations. As was previously mentioned, Cl−(aq) anions bindweakly to the first solvation shell of GO; therefore, they are notcontributing significantly to the surface potential. This is due tohigh solubility of Cl−(aq) and its preference for staying in theaqueous solution. Therefore, the effect of cations to zetapotential of GO in chloride salts solutions can be attributedsolely to their different binding affinities and chargecontributions to the double layer formed at GO surface. Ascan be seen in Figure 3, the doubly charged cations, such asCa2+(aq) and Mg2+(aq), significantly increase the zeta potentialof GO, which even leads to positive values at very high pHvalues. These values are slightly higher for Ca2+(aq) because ofhigher preference for closer binding to deprotonated carboxylicgroups, which was observed in RDF analysis of MDsimulations. Singly positively charged Na+(aq) cations wereshown to increase the zeta potential by only half of the values ofdifference between pure GO and solutions containing Ca2+(aq)and Mg2+(aq). Similar zeta potential values have been observedin high concentration solutions with NH4

+(aq) cations.However, the interactions of these cations with GO are notas strong as the ones of Na+(aq), which was observed in RDFanalysis of MD simulations as well as the zeta potentialmeasurements in lower concentration of NH4Cl(aq) solutions.Reactive Extraction Analysis. In this study we have

investigated the extraction of toxic carcinogenic and mutagenicMB dye molecules from aqueous medium using GO as suitablecarrier and toluene as organic solvent. The MB adsorbed on theGO surface can be easily extracted from the aqueous phase tothe organic phase; thus, the dye molecule can be easilyseparated and recovered for further applications. Because of theamphiphilic nature, GO has the ability to form stable bubbles atthe water−organic interface and bind to the dye moleculesthrough electrostatic and van der Waals interactions.50−52 Apulet al. and Li et al. suggested that the π electrons of the CCbonds and aromatic rings of the adsorbed organic moleculescan bind through π−π bonding with the delocalized π electronsof the benzene ring of graphene-like structures.53,54 MB dyemolecules contain π-electrons in their aromatic region, whichfacilitates the binding of dye molecules through π−π interaction

with the π conjugation region of GO.51,52 Sharma et al.reported that after adsorption of MB on GO, the intensity ofthe Fourier transform infrared bands due to CC and −SO3

groups decreased in comparison to the free dye molecule. Thisresult suggested that the π−π interactions took place betweenthe dye molecule and the GO sheet.20 Thus, π−π couplingalong with the electrostatic interaction are responsible for theadsorption of dye molecules on the GO sheets. Toluene is usedas a model organic solvent because of strong π−π interactionsbetween the unoxidized GO basal plane and aromatic toluenemolecules, which promote the transfer of GO from the aqueousphase to the organic phase, and the highest extraction wasachieved.50,55 Herein, we have investigated the effect ofdifferent reaction conditions such as pH of the medium andpresence of electrolytes on the bubble formation at the water−toluene interface as well as on the extraction process.

Effect of pH. The effect of pH on the reactive extractionprocess was investigated by stirring a colloidal system consistingof 5 mL of aqueous phase containing GO (1 mg/mL) with 1mM MB dye and 5 mL of toluene (organic phase) for 10, 30,40, 50, 60, 90, 120, 150, 200, and 220 s at different pH (pH 2,5, 7, 9) of the medium. Because of the amphiphilic behavior ofGO, it can be used as a surfactant between the aqueous and theorganic phase and results in the formation of bubbles at theinterface which are stable up to 1 week. At low pH range, withincrease in the hydrophobicity of GO, it can easily transferredto the organic phase, which facilitates the bubble formation;hence, more bubbles are formed at the water−toluene interface.It was also found that with increase in the pH of the medium,the bubble size decreases because of the decrease in tendencyof aggregation of hydrophilic GO.56 In our experiment, it isdepicted in Figure 6 that the average bubble size was found tobe around 443.5, 263.3, 206.54, and 143.3 μm at pH 2, 5, 7 and9, respectively. We observed that (Figure 2) with increase ofthe pH of the medium, the surface of GO becomes morenegative (the zeta potential of GO−water suspension was∼−39 mV in basic medium) because of the greater ionizationof the −COOH groups present on the GO surface by the OH−

ions present in the medium. Hence, the adsorption of theanionic dye molecules was retarded by the repulsion betweenthe negative surface and the dye molecule. Moreover, in thehigh pH range, the GO sheet becomes hydrophilic; it tends tostay in the water phase, and the extraction of dye moleculesfrom the water phase to the organic phase decreases. Whereasat low pH, the surface charge of the GO surface tends towardpositive value (zeta potential of GO−water suspension was∼−23 mV in acidic medium) due to the presence of un-ionized−COOH groups; thus, the electrostatic attraction between theGO surface and the dye molecules increases. Hence, moreadsorption takes place, and the extraction of dye molecules isalso increased. The effect of pH on the reactive extraction

Figure 6. Microscopy images of the droplets formed at water−toluene interface at (a) pH 2, (b) pH 5, (c) pH 7, and (d) pH 9.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

H

Page 9: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

process is depicted in Figure 7. At low pH, the GO surfacebecomes hydrophobic and tends to stay in the organic phase;

thus, the transfer of GO from water to organic phase becomesfeasible. Hence, extraction of dye molecules to the organicphase is facilitated by the formation of larger size bubbles at theinterface. The amount of dye molecule transferred from theaqueous phase to the organic phase was found to be about85.19% at pH 2, whereas at pH 9 the extraction amountdecreased to 76.45%.It is observed from Figure 7 that the effect of stirring time

also has significant influence on the extraction process. At pH 2,the GO surface becomes more positive and π−π interactionand electrostatic interactions between the three negativelycharged SO3

− parts with the oxygen-containing surfacefunctional groups of GO are the driving forces for theadsorption. For the extraction process, formation of bubblesat the water−organic interface plays a significant role. Fewerbubbles are formed at the water−toluene interface at lowstirring time. (The photographs of the bubble formation at thewater−toluene interface after different stirring times are shownin the Supporting Information, Figure S1). Hence, theextraction efficiency is very low at low stirring time. Withincrease of the stirring time, more dye molecules come intocontact with the GO sheets and more bubbles are formed at theinterface; hence, extraction efficiency increases. Because ofhydrophobicity, GO tends to remain at the organic phase andthus shows more extraction at pH 2 in comparison to higherpH. At high pH, although dye molecules can bind with GOthrough both electrostatic interactions and π−π interaction,because of the hydrophilicity of GO, it tends to remain at theaqueous phase. Therefore, the extraction efficiency is amaximum at the lowest pH (pH 2).Effect of Cations. The effect of cations on the extraction of

dye molecules was evaluated by analyzing the extraction of MBdye molecules from the aqueous phase to the organic phase inthe presence of different salts NaCl(aq), MgCl2(aq),CaCl2(aq), and NH4Cl(aq) (same anion but different cations)at pH 2, 5, 7, and 9. Figure 8 shows the effect of differentcations on the extraction process of the dye molecules. It isseen from Figure 8 that the extraction efficiency of MB dyemolecule in the presence of 0.01 M salt solutions follows theorder GO(aq) < NH4Cl(aq) < NaCl(aq) < MgCl2(aq) <CaCl2(aq). This is because the surface potential (zeta potential)of GO in the presence of different cations increases from

NH4+(aq) to Ca2+(aq) ions because of their polarizability effect.

Because of the presence of positive surface charge, GO can bindmore strongly with the negatively charged MB dye molecule,and the transfer of the dye adsorbed GO from water to organicphase is increased by the formation of more bubbles at theinterface due to the more hydrophobic nature of GO (positivezeta potential). It was observed from Figure 8 that thepercentage of extraction of MB was found to be 99.01% and94.16% in the presence of Ca2+(aq) and NH4

+(aq) ions,respectively, at pH 2 within 200 s, but at pH 9, the percentageof extraction decreases to 92.68% in the presence of Ca2+(aq)and to 86.43% in the presence of NH4

+(aq) ions within 200 sbecause of the increase in the hydrophilic nature of the GOsheets in the basic medium. The binding of negative MB dyemolecules with the GO sheet in the presence of differentcations also depends on the polarizability of the ions. Highlypolarizable cations bind more strongly with the negative dyemolecules through electrostatic interactions and hence facilitatethe extraction to the organic phase to a greater extent than theless polarizable cations. Hence, extraction of MB in thepresence of divalent Ca2+(aq) and Mg2+(aq) ions is greater thanthat of the monovalent Na+(aq) and NH4

+(aq) ions. The aboveexperimental results show that the pH of the medium also playsan important role in the extraction process of negativelycharged MB dye molecules on the GO surface in the presenceof inorganic cations.We also investigated the extraction of the MB in the presence

of 0.1 M salt solutions, and it was observed that the extractionprocess is enhanced with increasing the concentration of thesalt solutions. The effect of 0.1 M Na+(aq) and NH4

+(aq) ionson the extraction process is similar to the effect of 0.01 M saltsolutions (Figure 9). However, in the presence of 0.1 MCa2+(aq) and Mg2+(aq) ions, the extraction of MB dyemolecule from the aqueous phase to the organic phaseincreases with the increase of pH of the medium because ofthe greater hydrophobicity of GO in the basic medium (Figure9). Both these cations show a significant effect before and aftertheir isoelectric point. For the Mg2+(aq) ion, before itsisoelectric point (pH ∼7.5), the GO sheet remains slightlyhydrophilic (negative zeta potential below ∼−9 mV withdecrease in pH), whereas after the isoelectric point, the GOsurface becomes completely hydrophobic because of its positivesurface charge (positive zeta potential above ∼1 mV withincrease in pH) (Figure 3b). Because of its strong hydrophobicnature, GO tends to remain at the organic phase; hence,

Figure 7. Extraction of MB (%) on GO surface at different pH.

Figure 8. Extraction of MB (%) on the GO surface in the presence of0.01 M chloride salt solutions of different cations at pH 2, pH 5, pH 7,and pH 9 in 200 s.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

I

Page 10: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

transfer of GO from the water to toluene phase is facilitatedbecause of strong π−π interactions between the unoxidizedbasal plane of GO and aromatic ring of toluene. Therefore, theextraction of MB from the water to toluene phase in thepresence of Mg2+(aq) ions takes place up to 99.73% at pH 9.Similarly, the presence of Ca2+(aq) ions also plays a significantrole in the extraction process of MB before and after itsisoelectric point (pH ∼8.3) (Figure 10). Because of the

increase in hydrophobicity of GO with high surface charge, ittends to remain in the organic phase, and GO completelytransferred to the organic phase through the formation ofbubbles. In the presence of Ca2+(aq) ion, maximum extraction(99.33%) takes place at pH 9 (Figure 10). The variation in theextraction process in the presence of Ca2+(aq) and Mg2+(aq)ions is due to the different polarizability of the cations.Effect of Anions. The extraction of the dye molecule from

the aqueous phase to the organic phase is also affected by thedifferent salt solutions present in the mixture. The variation ofthe extraction with the presence of 0.01 M different saltsolutions, namely, NaCl(aq), NaBr(aq), NaNO3(aq),Na2SO4(aq), CH3COONa(aq), and NaSCN(aq) (same cationand different anions) is shown in Figure 11. It is seen fromFigure 11 that the percentage of extraction increases in theorder Br−(aq) < Cl −(aq) < SCN−(aq) < NO3

−(aq) <

SO42−(aq) < CH3COO

−(aq) at pH 2, which depends on thesurface potential of GO. Within 200 s, the maximum extractionof MB dye molecules (about 95.32%) was observed in thepresence of CH3COO

−(aq) anions because of the low negativesurface charge (∼−16 mV) and hence increase in hydro-phobicity of GO; it easily transfer to the organic phase, whereasthe lowest extraction of dye (88.32%) was observed in thepresence of NaBr(aq) because of the hydrophilic nature of GOwith high negative surface charge (∼−20 mV), which is largerthan the GO alone (extraction 85.19%) because of the presenceof Na+ of the salt solution and less negative surface charge ofGO. With a less negative the surface charge of GO (high zetapotential value), the electrostatic repulsion of the SO3

−(aq)part of the MB dye molecule with the oxygen-containingfunctional groups of GO becomes less effective, resulting ingreater extraction of the dye molecules. Moreover, in thepresence of the salt solutions, the GO surface becomes morepositive and more hydrophobic. As a result, the transfer of theGO−dye complex from the aqueous phase to the organic phaseis increased. With the increase in pH of the medium, thevariation of surface charge in the presence of different saltsolutions mainly depends upon the ion−ion interactions andpolarizability of ions; hence, the extraction of MB is alsosignifcantly affected by the different ions at different pH. Figure11 shows the variation of the extraction of MB dye molecules inthe presence of different anions at different pH. At high pH(pH 9), the extraction follows the order Na2SO4(aq) < GO(aq)∼ NaSCN(aq) ∼ NaCl(aq) ∼ NaNO3(aq) < NaBr(aq) <CH3COONa(aq), which is related to the surface potential ofGO in the presence of different salts. The extraction of dyemolecules in the presence of CH3COONa(aq) salt was about86.27% (due to low negative surface charge of GO ∼−29 mV)within 200 s. In the presence of Na2SO4(aq), the extractiondecreases to 73.55% because of the greater hydrophilicity ofGO with surface charge ∼−42 mV and the presence of morepolarizable divalent SO4

2−(aq) ions and strong repulsionsbetween the negative ions and the negative dye molecules.Thus, it is seen from the above observations that the pH of themedium as well as the presence of different anions affect thereactive extraction process because of the variation of thesurface property of GO as a function of pH in the presence ofdifferent salt solutions. Similar observations were made in thepresence of 0.1 M salt solutions, as shown in Figure 12. It wasobserved that the extraction process is facilitated to a greater

Figure 9. Extraction of MB (%) on GO surface in the presence of 0.1M chloride salt solutions of different cations at pH 2, pH 5, pH 7, andpH 9 in 200 s.

Figure 10. Effect of 0.1 M chloride salt solution of Mg2+(aq) andCa2+(aq) ions on extraction of MB before and after their isoelectricpoint at pH 7.5 and 8.3, respectively, in 200 s.

Figure 11. Extraction of MB (%) on the GO surface in the presence of0.01 M sodium salt solutions of different anions at pH 2, pH 5, pH 7,and pH 9 in 200 s.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

J

Page 11: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

extent in the presence of 0.1 M salt solutions due the presenceof more cations at the interface and hence a less negative valueof the surface charge of GO; hence, strong interaction betweenthe GO and the dye molecules takes place which results in thegreater extraction of the dye to the organic phase.Reusability Study. The stability of the adsorbent has a

great importance in the field of environmental remediation. Toinvestigate the stability of the adsorbent, reusability of theadsorbent materials is carried out to study the adsorptionbehavior. The variation of the surface property of adsorbent inthe presence of different inorganic ions has considerable effecton the adsorption efficiency of an adsorbent. Taking intoconsideration the importance of this investigation, thereusability of GO sheets toward the extraction of methyl bluewas performed with the GO of concentration 1 mg/mL and 1mM MB dye solution in the presence of 0.01 M solutions ofCaCl2(aq), NaCl(aq), Na2SO4(aq), and CH3COONa(aq)inorganic salts at pH 2 and 25 °C. The reusability study wasperformed up to four cycles with stirring time 200 s. After eachcycle, GO was separated by centrifugation and repeatedlywashed with hot water and acetone and then dried in an airoven at 60 °C for 4 h. The extraction efficiency was found to bearound 99.01%, 86.54%, 78.43%, and 72.76% for first, second,third and fourth cycle in the presence of CaCl2(aq) salt solutionwhereas the efficiency of GO was about 95.72%, 84.54%,75.54% and 67.43% for first, second, third and fourth cycles,respectively, in the presence of NaCl(aq) salt solution.Similarly, the extraction efficiency of GO was found to beabout 95.45%, 73.75%, 70.43%, and 61.54% and 95.32%,88.12%, 72.12%, and 63.45% in the presence of Na2SO4(aq)and CH3COONa(aq) salt solution, respectively. It is found thatthe extraction efficiency of GO toward MB extraction in eachrepeated cycle is decreased. The adsorption of dye molecule onthe GO surface may occupy the active sites of the adsorbent ineach cycle and thus retard the adsorption of dye molecules onthe adsorbent surface. The reusability study of GO toward MBdye molecule up to fourth cycle is shown in Figure 13.

■ CONCLUSIONSThis study investigated the effect of different inorganic ions onzeta potential at the GO−electrolyte interface and theextraction of MB dye from the aqueous phase to the organicphase using amphiphilic GO as a carrier. The zeta potential ofthe GO surface is significantly affected by the differentinorganic ions which mainly depend upon the surface charge

and size of the specific ions of the salt and the pH of thesuspension. MD simulations were used to study the interactionsbetween cations and anions with the surface of GO and tocorrelate the measured zeta potential to the presence of ions inmolecular level. The influence of different ions on the zetapotential of GO suspension predicted from the determinationof RDF of the background inorganic ions in the colloidalsuspension is very similar to the experimental measurement.MD simulation also proposes that the concentration of thebackground electrolyte also plays an important role in the zetapotential of a colloidal suspension. This study suggests that MDsimulation is an advantageous tool to predict the specific ioneffect on the surface potential of colloidal suspensions. Thepresence of a salt increases the extraction efficiency of MB fromthe aqueous phase to the organic phase because of the increasein intermolecular interactions between the adsorbent andadsorbate as well as the hydrophobicity of GO, which dependson the surface potential of GO. From the comparison of zetapotential measurements and extraction efficiency of methyl bluein the presence of different salt solutions, it can be concludedthat extraction increases when zeta potential becomes morepositive. This is due to the accumulation of positive chargearound carboxylic side groups of GO, which is favorable forbinding of negatively charged SO3

− groups of MB. Electrostaticinteractions of these groups together with hydrophobicinteractions with the surface of GO lead to formation of aneutral and highly hydrophobic complex between MB and GO,which is important for effective extraction from aqueous mediainto the organic phase. Furthermore, the positive charge of theamino group in the central part of MB can bind with thepolarizable anions present on the hydrophobic GO surface.Moreover, hydrogen atoms of the amino group can bind withthe −COOH groups of GO through hydrogen bonding in abasic medium, which makes the extraction of dye moreefficient. From the above experimental findings it can beconcluded that the surface property of an adsorbent is driven bythe presence of different specific ions, which is an essentialfactor in reactive extraction process. This work provides a newroute for the study of reactive extraction techniques usingdifferent adsorbents in the presence of different salts which areinfluenced by the surface property of the adsorbent.

Figure 12. Extraction of MB (%) on GO surface in the presence of 0.1M sodium salt solutions of different anions at pH 2, pH 5, pH 7, andpH 9 in 200 s.

Figure 13. Reusability study of GO toward reactive extraction of MBin the presence of 0.01 M solutions of different inorganic saltsNaCl(aq), CaCl2(aq), Na2SO4(aq), and CH3COOH(aq).

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

K

Page 12: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

■ ASSOCIATED CONTENT*S Supporting InformationThe Supporting Information is available free of charge on theACS Publications website at DOI: 10.1021/acs.jpcc.6b02787.

Images of bubble formation at water−toluene interface inthe presence of GO (PDF)

■ AUTHOR INFORMATIONCorresponding Authors*Tel: +91- 9957178399. Fax: +91−376−2370011. E-mail:[email protected], [email protected].*Phone: +420 389 033 801. Mobile: +420 777 874 938. E-mail:[email protected], [email protected].

NotesThe authors declare no competing financial interest.

■ ACKNOWLEDGMENTSThe authors are grateful to the Director, CSIR−NEIST, Jorhat,for his interest in carrying out the work. P.B. acknowledgesDST, New Delhi, India for DST-INSPIRE Fellowship grant.N.H. acknowledges UGC, New Delhi, India for JRF grant. B.M.acknowledges support from the Grant Agency of the CzechRepublic Czech Science Foundation (Project 13-08651S). Also,access to instruments and other facilities was supported by theCzech research infrastructure for systems biology C4SYS(Project LM2015055).

■ REFERENCES(1) Wiese, G. R.; James, R. O.; Yates, D. E.; Healy, T. W.Electrochemistry of the Colloid Water Interface. Int. Rev. Sci.: Phys.Chem. Ser. Two; O’M Bockris, J., Ed.; Butterworths: London, 1976;Vol. 6, pp 53−102.(2) James, R. O.; Parks, G. A. Characterization of Aqueous Colloid byTheir Electrical Double-Layer and Intrinsic Surface ChemicalProperties. Surface and Colloid Science; Matijevic, E., Ed.; Wiley-Interscience: New York, 1982; Vol. 12, pp 119−216.(3) Imamura, T.; Mizukoshi, Y.; Ishiyama, T.; Morita, A. SurfaceStructures of NaF and Na2SO4 Aqueous Solutions: Specific Effects ofHard Ions on Surface Vibrational Spectra. J. Phys. Chem. C 2012, 116,11082−11090.(4) Hofmeister, F. About the Science of the Effect of Salts. Naunyn-Schmiedeberg's Arch. Pharmacol. 1888, 24, 247−260.(5) Kunz, W.; Henle, J.; Ninham, B. W. About the Science of theEffect of Salts. Franz Hofmeister’s Historical Papers. Curr. Opin.Colloid Interface Sci. 2004, 9, 19−37.(6) Traube, J. The Attraction Pressure. J. Phys. Chem. 1910, 14, 452−470.(7) Lopez-Leon, T.; Santander-Ortega, M. J.; Ortega-Vinuesa, J. L.;Bastos- Gonzalez, D. Hofmeister Effects in Colloidal Systems:Influence of the Surface Nature. J. Phys. Chem. C 2008, 112,16060−16069.(8) Lopez-Leon, T.; Jodar-Reyes, A. B.; Bastos-Gonzalez, D.; Ortega-Vinuesa, J. L. Hofmeister Effects in the Stability and ElectrophoreticMobility of Polystyrene Latex Particles. J. Phys. Chem. B 2003, 107,5696−5708.(9) Lopez-Leon, T.; Jodar-Reyes, A. B.; Ortega-Vinuesa, J. L.; Bastos-Gonzalez, D. Hofmeister Effects on the Colloidal Stability of an IgG-coated Polystyrene Latex. J. Colloid Interface Sci. 2005, 284, 139−148.(10) Das, M. R.; Borah, J. M.; Kunz, W.; Ninham, B. W.; Mahiuddin,S. Ion Specificity of the Zeta Potential of α-Alumina, and of theAdsorption of p-Hydroxybenzoate at the α-Alumina−Water Interface.J. Colloid Interface Sci. 2010, 344, 482−491.(11) Bizek, V.; Horacek, J.; Rericha, R.; Kousova, M. AmineExtraction of Hydrocarboxylic Acids. 1. Extraction of Citric acid with

1-octanol/n-heptane Solutions of Trialkylamine. Ind. Eng. Chem. Res.1992, 31, 1554−1562.(12) Juang, R. S.; Huang, R. H. Equilibrium Studies on ReactiveExtraction of Lactic acid with an Amine Extractant. Chem. Eng. J. 1997,65, 47−53.(13) Tang, K.; Wu, G.; Zhang, P.; Zhou, C.; Liu, J. Experimental andModel Study on Enantioselective Reactive Extraction of p-hydrox-yphenylglycine Enantiomers with Metal Phosphine Complexes. Sep.Purif. Technol. 2013, 115, 83−91.(14) Jiang, Y.; Li, D.; Li, Y.; Gao, J.; Zhou, L.; He, Y. In situ Self-catalyzed Reactive Extraction of Germinated Oilseed with Short-chained Dialkyl Carbonates for Biodiesel Production. Bioresour.Technol. 2013, 150, 50−54.(15) Gu, H.; Jiang, Y.; Zhou, L.; Gao, J. Reactive Extraction and insitu Self-catalyzed Methanolysis of Germinated Oilseed for BiodieselProduction. Energy Environ. Sci. 2011, 4, 1337−1344.(16) Fan, L.; Luo, C.; Sun, M.; Li, X.; Lu, F.; Qiu, H. Preparation ofNovel Magnetic Chitosan/Graphene Oxide Composite as EffectiveAdsorbents toward Methylene blue. Bioresour. Technol. 2012, 114,703−706.(17) Sharma, P.; Borah, D. J.; Das, M. R. Graphene OxideNanosheets at the Water- Organic Solvent Interface: Utilization inOne-Pot Adsorption and Reactive Extraction of Dye Molecules.ChemPhysChem 2014, 15, 4019−4025.(18) Pickering, S. U. Emulsions. J. Chem. Soc., Trans. 1907, 91, 2001−2021.(19) Das, M. R.; Sarma, R. K.; Saikia, R.; Kale, V. S.; Shelke, M. V.;Sengupta, P. Synthesis of Silver Nanoparticles in an AqueousSuspension of Graphene Oxide Sheets and its Antimicrobial Activity.Colloids Surf., B 2011, 83, 16−22.(20) Sharma, P.; Hussain, N.; Borah, D. J.; Das, M. R. Kinetics andAdsorption Behavior of the Methyl Blue at the Graphene Oxide/Reduced Graphene Oxide Nanosheet−Water Interface: A Compara-tive Study. J. Chem. Eng. Data 2013, 58, 3477−3488.(21) Callaghan, I. C.; Ottewill, R. H. Interparticle Forces inMontmorillonite Gels. Faraday Discuss. Chem. Soc. 1974, 57, 110−118.(22) Martínez, J. M.; Martínez, L. Packing Optimization forAutomated Generation of Complex System’s Initial Configurationsfor Molecular Dynamics and Docking. J. Comput. Chem. 2003, 24,819−825.(23) Martínez, L.; Andrade, R.; Birgin, E. G.; Martínez, J. M.Packmol: A Package for Building Initial Configurations for MolecularDynamics Simulations. J. Comput. Chem. 2009, 30, 2157−2164.(24) Wang, J.; Wolf, R. M.; Caldwell, J. W.; Kollman, P. A.; Case, D.A. Development and Testing of a General AMBER Force Field. J.Comput. Chem. 2004, 25, 1157−1174.(25) Frisch, M. J.; Trucks, G. W.; Schlegel, H. B.; Scuseria, G. E.;Robb, M. A.; Cheeseman, J. R.; Montgomery, J. A., Jr.; Vreven, T.;Kudin, K. N.; Burant, J. C.; et al. Gaussian 03, revision D.01; Gaussian,Inc.: Wallingford, CT, 2004.(26) Bayly, C. I.; Cieplak, P.; Cornell, W.; Kollman, P. A. A WellBehaved Electrostatic Potential Based Method using Charge Restraintsfor Deriving Atomic Charges: the RESP Model. J. Phys. Chem. 1993,97, 10269−10280.(27) Wang, J.; Wang, W.; Kollman, P. A.; Case, D. A. AutomaticAtom Type and Bond Type Perception in Molecular MechanicalCalculations. J. Mol. Graphics Modell. 2006, 25, 247−260.(28) Hess, B.; Bekker, H.; Berendsen, H. J.; Fraaije, J. G. LINCS: ALinear Constraint Solver for Molecular Simulations. J. Comput. Chem.1997, 18, 1463−1472.(29) Darden, T.; York, D.; Pedersen, L. Particle mesh Ewald: An N·log (N) Method for Ewald Sums in Large Systems. J. Chem. Phys.1993, 98, 10089−10092.(30) Bussi, G.; Donadio, D.; Parrinello, M. Canonical Samplingthrough Velocity Rescaling. J. Chem. Phys. 2007, 126, 014101.(31) Van der Spoel, D.; Lindahl, E.; Hess, B.; Groenhof, G.; Mark, A.E.; Berendsen, H. J. C. GROMACS: Fast, Flexible and Free. J. Comput.Chem. 2005, 26, 1701−1719.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

L

Page 13: Experimental and Molecular Dynamics Simulation Study of Speci … › home › 2016_JPC_C_Modelling_GO_Ion_effect.pdf · Experimental and Molecular Dynamics Simulation Study of Specific

(32) Lindahl, E.; Hess, B.; van der Spoel, D. GROMACS 3.0: APackage for Molecular Simulation and Trajectory Analysis. J. Mol. Mod.2001, 7, 306−317.(33) Berendsen, H. J. C.; van der Spoel, D.; Van Drunen, R.GROMACS: A Message-Passing Parallel Molecular DynamicsImplementation. Comput. Phys. Commun. 1995, 91, 43−56.(34) Humphrey, W.; Dalke, A.; Schulten, K. VMD: Visual MolecularDynamics. J. Mol. Graphics 1996, 14, 33−38.(35) Miller, Y.; Thomas, J. L.; Kemp, D. D.; Finlayson-Pitts, B. J.;Gordon, M. S.; Tobias, D. J.; Gerber, R. B. Structure of Large Nitrate−Water Clusters at Ambient Temperatures: Simulations with EffectiveFragment Potentials and Force Fields with Implications forAtmospheric Chemistry. J. Phys. Chem. A 2009, 113, 12805−12814.(36) Grim, R. E. Clay Mineralogy, 2nd ed.; McGraw-Hill BookCompany: New York, 1968; pp 34−35.(37) Vane, L. M.; Zang, G. M. Effect of Aqueous Phase Properties onClay Particle Zeta Potential and Electroosmotic Permeability:Implications for Electro-kinetic Soil Remediation Processes. J. Hazard.Mater. 1997, 55, 1−22.(38) Schwierz, N.; Horinek, D.; Netz, R. R. Anionic and CationicHofmeister Effects on Hydrophobic and Hydrophilic Surfaces.Langmuir 2013, 29, 2602−2614.(39) Para, G.; Jarek, E.; Warszynski, P. The Hofmeister Series Effectin Adsorption of Cationic Surfactants-Theoretical Description andExperimental Results. Adv. Colloid Interface Sci. 2006, 122, 39−55.(40) Wingen, L. M.; Moskun, A. C.; Johnson, S. N.; Thomas, J. L.;Roeselova, M.; Tobias, D. J.; Kleinman, M. T.; Finlayson-Pitts, B. J.Enhanced Surface Photochemistry in Chloride-Nitrate Ion Mixtures.Phys. Chem. Chem. Phys. 2008, 10, 5668−5677.(41) Tian, C.; Byrnes, S. J.; Han, H. L.; Shen, Y. R. SurfacePropensities of Atmospherically Relevant Ions in Salt SolutionsRevealed by Phase-Sensitive Sum Frequency Vibrational Spectroscopy.J. Phys. Chem. Lett. 2011, 2, 1946−1949.(42) Salvador, P.; Curtis, J. E.; Tobias, D. J.; Jungwirth, P.Polarizability of the Nitrate Anion and Its Solvation at the Air/Water Interface. Phys. Chem. Chem. Phys. 2003, 5, 3752−3757.(43) Petersen, P. B.; Mucha, M.; Jungwirth, P.; Saykally, R. J.Enhanced Concentration of Polarizable Anions at the Liquid WaterSurface: SHG Spectroscopy and MD Simulations of SodiumThiocyanide. J. Phys. Chem. B 2005, 109, 10915−10921.(44) Minofar, B.; Jungwirth, P.; Das, M. R.; Kunz, W.; Mahiuddin, S.Propensity of Formate, Acetate, Benzoate, and Phenolate for theAqueous Solution/Vapour Interface: Surface Tension Measurementsand Molecular Dynamics Simulations. J. Phys. Chem. C 2007, 111,8242−8247.(45) Minofar, B.; Vacha, R.; Wahab, A.; Mahiuddin, S.; Kunz, W.;Jungwirth, P. Propensity for the Air/Water Interface and Ion Pairing inMagnesium Acetate vs. Magnesium Nitrate Solutions: MolecularDynamics Simulations and Surface Tension Measurements. J. Phys.Chem. B 2006, 110, 15939−15944.(46) Wahab, A.; Mahiuddin, S.; Hefter, G.; Kunz, W.; Minofar, B.;Jungwirth, P. Ultrasonic Velocities, Densities, Viscosities, ElectricalConductivities, Raman Spectra, and Molecular Dynamics Simulationsof Aqueous Solutions of Mg(OAc)2 and Mg(NO3)2: HofmeisterEffects and Ion Pair Formation. J. Phys. Chem. B 2005, 109, 24108−24120.(47) Minofar, B.; Vrbka, L.; Mucha, M.; Jungwirth, P.; Yang, X.;Wang, X. B.; Fu, Y. J.; Wang, L. S. Interior and Interfacial AqueousSolvation of Benzene Dicarboxylate Dianions and Their MethylatedAnalogues: A Combined Molecular Dynamics and PhotoelectronSpectroscopy Study. J. Phys. Chem. A 2005, 109, 5042−5049.(48) Harper, K.; Minofar, B.; Sierra-Hernandez, M. R.; Casillas-Ituarte, N. N.; Roeselova, M.; Allen, H. C. Surface Residence andUptake of Methyl Chloride and Methyl Alcohol at the Air/WaterInterface Studied by Vibrational Sum Frequency Spectroscopy andMolecular Dynamics. J. Phys. Chem. A 2009, 113, 2015−2024.(49) Giupponi, G.; Pagonabarraga, I. Determination of the ZetaPotential for Highly Charged Colloidal Suspensions, Philos. Trans. AMath. Philos. Trans. R. Soc., A 2011, 369, 2546−2554.

(50) Kim, J.; Cote, L. J.; Kim, F.; Yuan, W.; shull, K. R.; Huang, J.Graphene Oxide Sheets at Interfaces. J. Am. Chem. Soc. 2010, 132,8180−8186.(51) Ramesha, G. K.; Kumara, A. V.; Muralidhara, H. B.; Sampath, S.Graphene and Grapheme Oxide as Effective Adsorbents towardAnionic and Cationic Dyes. J. Colloid Interface Sci. 2011, 361, 270−277.(52) Bradder, P.; Ling, S. K.; Wang, S.; Liu, S. Dye Adsorption onLayered Graphite Oxide. J. Chem. Eng. Data 2011, 56, 138−141.(53) Apul, O. G.; Wang, Q.; Zhou, Y.; Karanfil, T. Adsorption ofAromatic Organic Contaminants by Graphene Nanosheets: Compar-ison with Carbon Nanotubes and Activated Carbon. Water Res. 2013,47, 1648−1654.(54) Li, Y.; Du, Q.; Liu, T.; Sun, J.; Jiao, Y.; Xia, Y.; Xia, L.; Wang, Z.;Zhang, W.; Wang, K.; Zhu, H.; Wu, D. Equilibrium, Kinetic andThermodynamic Studies on the Adsorption of Phenol onto Graphene.Mater. Res. Bull. 2012, 47, 1898−1904.(55) He, Y.; Wu, F.; Sun, X.; Li, R.; Guo, Y.; Li, C.; Zhang, L.; Xing,F.; Wang, W.; Gao, J. Factors that Affect Pickering EmulsionsStabilized by Graphene Oxide. ACS Appl. Mater. Interfaces 2013, 5,4843−4855.(56) Shih, C. J.; Lin, S.; Sharma, R.; Strano, M. S.; Blankschtein, D.Understanding the pH-Dependent Behavior of Graphene OxideAqueous Solutions: A Comparative Experimental and MolecularDynamics Simulation Study. Langmuir 2012, 28, 235−241.

The Journal of Physical Chemistry C Article

DOI: 10.1021/acs.jpcc.6b02787J. Phys. Chem. C XXXX, XXX, XXX−XXX

M