Intrinsic structure and dynamics of the water/nitrobenzene interface
Summary (6 min read)
1. Introduction
- Finally, the authors mention another property that has originated some controversy over the years -the interfacial diffusion coefficient.
- D z was persistently lower than D xy for both liquids throughout the whole system.
- One conclusion is clear from all these studies -the interface strongly affects the diffusion coefficient.
- The authors make use of some recent advances in the theoretical description of interfaces [8] [9] [10] [11] [12] [13] [14] and perform a detailed and systematic MD study of the water/nitrobenzene interface.
- In the next section, the authors provide some computational details about their simulations.
2. Potentials and Methods
- The procedure to construct the initial two-phase configuration was as follows.
- First, two individual boxes with the same x and y dimensions, containing each of the pure liquids, were constructed and equilibrated.
- These boxes were then fitted together in the z direction, leaving a small gap between both phases so as to avoid atom overlap (this gap was approxiately 0.5 nm wide).
- Next, the whole system was translated in the z direction, using periodic boundary conditions, so that the center of mass of the organic phase corresponded to the geometric center of the simulation box.
- After the two-phase system was equilibrated, properties were sampled during 5 ns, divided in blocks of 200 ps for averaging purposes.
3.1 Interfacial Structure and Density Profiles
- In each slab, the authors calculated the instantaneous density of each species and averaged over all configurations.
- The authors have tested different slab widths and concluded that the value of 0.04 nm provides an adequate balance between accuracy of the resulting profiles and low statistical noise.
- The resulting "global" density profiles are shown in Figure 2 for both nitrobenzene models with a box size of L=3.5 nm.
- It is clear that the system consists of four distinct regions: bulk water, bulk organic and two interfaces.
- The interfacial regions are characterized by a smooth transition in the density of both species from bulk values to zero.
Figure 2
- In principle, there are two limiting cases that can produce a gradual decrease in density perpendicular to the interface: the interface is flat and the two phases intermix within a finite layer; or the interface is molecularly sharp but is broadened by thermal fluctuations.
- In each sub-box, the authors locate the limits of each phase (l), for both interfaces.
- This is defined as the z coordinate of the site of component i that protrudes furthest into the opposite phase but is still linked to the bulk of phase i (thus excluding overhangs and dissolved molecules from the definition of the interface).
- The authors have carefully verified that this criterion is robust and yields results that are reproducible.
Figure 3
- Once the phase limits have been found, the interface positions (h) and widths (w) can be calculated according to: 2 OL WL L l l h + = (2) EQUATION EQUATION where the subscripts L, R, W and O are for the left interface, the right interface, the water phase and the organic phase, respectively.
- In previous works where this method was employed, the maximum value of N was such that L/N was larger than the bulk correlation length.
- Indeed, capillary wave theory requires a lower cutoff for the thermal fluctuation wavelength, on the argument that a "capillary wave" is no longer meaningful beyond molecular dimensions (defined by ξ).
- Here, however, the authors go beyond this limit in an attempt to obtain further insight into the intrinsic structure of the interface.
- As such, the average width decreases with N while the position distributions become broader.
Figure 4
- The original form of CWT assumed a step function intrinsic density profile.
- The mean-field approach, on the other hand, assumes that the intrinsic profile is smooth, but neglects interfacial broadening by capillary waves 49 .
- Almost a decade ago, their group proposed using the method of dividing the xy plane into a mesh, described above, to calculate this profile 8 .
- In other words, one must use a lower wavelength cutoff for the fluctuations that is close to the value of the Lennard-Jones site diameter of the liquid 10 .
- The profile calculated in this way is free from thermal fluctuations of the interface position and shows the true intrinsic density variation at the interface.
Figure 5
- At N=1, the profiles are relatively smooth since they are broadened by thermal fluctuations, as already discussed.
- For a given N, the water density profile is calculated relative to the limits of the organic phase (and vice-versa for the organic profile).
- Figure 6 shows the water and nitrobenzene intrinsic profiles for both models and for different values of L (for L = 3.5 nm, the water intrinsic profile is obtained at N=10 and the organic intrinsic profile at N=11).
- Tarazona and co-workers 9 used a much more complex method for calculating the intrinsic profiles than the one proposed in this paper, based on using a set of pivot atoms to define the interface as a sum of Fourier components.
- Their method is still much more laborious than their procedure.
3.2 Interfacial Tension and Width
- The angle brackets denote an ensemble average, taking into account that in their simulations the box length in the direction normal to the interface is allowed to vary.
- Table 1 shows the calculated values of the interfacial tension from the virial route for their simulations.
- Compared to the experimental value for the water/nitrobenzene interface 51 , 25.5 mN/m, both the OPLS and the MB models overestimate the interfacial tension, with the latter yielding better agreement.
- The tension should depend strongly on the water/organic interactions, and in principle it should be possible to fine tune the values of the unlike pair interaction parameters to yield good agreement with experiment.
- Such an exercise is beyond the scope of this paper.
Table 1
- Another commonly used method to calculate the interfacial tension from simulations is by applying capillary wave theory.
- The next step is to calculate the total and intrinsic widths from the variance of the global and intrinsic density profiles, respectively.
- The values shown are an average over both components and both interfaces.
- In possession of both the total and the intrinsic widths, one can now calculate the capillary wave contribution to the width of the interface from equation ( 7) and apply equation ( 8) to extract the value of the interfacial tension.
- Comparing the size of the carbon tetrachloride molecule with that of nitrobenzene, it is expected that the bulk correlation length of the latter be somewhat larger.
Table 2
- Using the above procedure, the authors obtain interfacial tensions that are not very sensitive to the particular function used to fit the density profiles, provided that the slope of the initial density increase is well described.
- Indeed, the results obtained using equation ( 9) are very close to those obtained when equation ( 10) is employed (see Table 2 ).
- Another possibility, used in several previous studies 16, 17, 22, [24] [25] [26] , is to estimate the total interfacial width from the standard deviation of the distribution of interface positions .
- Following the reasoning described above, the correct value for the interfacial width should be calculated from the fluctuations in the location of the intrinsic interface (i.e., the distribution calculated by dividing the box length in segments of size L/N ≈ σ).
- The results for γ cw are not as close to γ V as those obtained from fitting the density profiles, but the agreement is still very good.
3.3 Radial Distribution Functions and Hydrogen Bonds
- As the authors move closer to the interface, there is a gradual depletion of the second peak, and the limiting value of the RDF also decreases.
- The position of the peaks and the intensity of the first peak (characteristic of hydrogen bonds) remain intact.
- This suggests that water keeps its highly H-bonded structure even in close vicinity to the organic phase.
- The authors observe the same trend as in the local profile, except that the density depletion is much more pronounced .
- Even the water molecules that are protruding furthest into the nitrobenzene phase maintain the two-peak structure that is characteristic of the bulk phase (the peak intensity is much lower and the statistics are poorer due to the small number of water molecules in that slice).
Figure 7
- The O W -H W RDFs of Figure 7 show that water retains its H-bonded structure even beyond the interface location.
- Two water molecules were considered to be hydrogen bonded if the distance between the hydrogen atom of one molecule and the oxygen atom of the other was below 0.24 nm.
- As a result of these two effects, the percentage of H-bonded water molecules actually increases from 73% in bulk to about 85% well beyond the global limit of the nitrobenzene phase.
- Once more, the same trend is observed, with a decreasing number of hydrogen bonds but with an increasing percentage of H-bonded molecules.
Figure 8
- Figure 9 shows the RDFs between the carbon atoms of nitrobenzene that are connected to the nitro group (C N ), as these are located practically at the centre of mass of the molecule.
- The curves furthest from the interface are identical to those of the pure component 46 .
- This peak is characteristic of nitrobenzene molecules that are packed close together with a tendency for antiparallel alignment 52 .
- In other words, the presence of the interface induces closer packing and antiparallel alignment of the nitrobenzene molecules, and this effect extends significantly towards the bulk organic region.
- The authors will examine this packing effect in more detail when they study the molecular orientations in section 3.4.
Figure 9
- It is also worth examining the cross-species RDFs, i.e. those referring to interactions between water and organic sites.
- Figure 10 shows two such RDFs, namely that between water hydrogens and nitrobenzene oxygens (O N ) and that between water oxygens and nitrobenzene hydrogens (H A ).
- In fact, both interfacial RDFs are similar to their bulk counterparts, but with lower peak intensities and lower limiting values, due to the density depletion at the interface.
- In fact, water molecules protruding well into the organic phase establish a significant proportion of bonds with nitrobenzene molecules.
- As the authors will see below, these hydrogen bonds will have a pronounced effect on the orientation of the interfacial molecules.
3.4 Molecular Orientation
- Finally, the water molecules that are protruding into the organic phase have one hydrogen pointing into the nitrobenzene phase and their molecular plane is perpendicular to the interfacial plane (θ = 30º; φ = 90º).
- These results are very similar to those obtained by Jedlovszky et al.
- 34 , which once again confirms that the orientation of the water phase depends little on the nature of the organic phase.
Figure 11
- The authors can now look at the same bivariate distributions, but based on a local definition of the interface (i.e. for N=10), which are plotted in Figure 12 .
- Both the isotropic orientation, for bulk water, and the parallel orientation (θ = 90º; φ = 0º), for interfacial water, are present in the intrinsic distributions.
- This means that one cannot speak in terms of a "layer" of water molecules possessing this arrangement.
- Rather, it is only the molecules that belong to water "fingers" protruding well into the organic phase (which are almost completely surrounded by nitrobenzene molecules) that are oriented perpendicularly to the interface.
- These authors have observed that only water molecules at the interface align parallel to the interfacial plane, but that this orientation is correlated with the local curvature of the interface, such that molecules belonging to extrusions of the surface (with positive curvature) align perpendicularly to the interface, with one hydrogen pointing towards the vapor.
Figure 12
- Previous simulations have shown that the nitro group is preferentially aligned with the aromatic plane and that the nitrobenzene molecule is quite rigid 46 .
- The nitrobenzene molecules that are in contact with the water phase are oriented with their plane parallel to the interface (θ = 90º; φ = 0º).
- Beyond this layer, the distributions recover the isotropic orientation typical of the bulk liquid.
- Results obtained in the water/OPLS system (not shown) are qualitatively very similar to those for the water/MB system.
Figure 13
- For the most part, both interfacial water and nitrobenzene molecules are oriented with their molecular plane parallel to the interface .
- These interfacial layers consist of closely packed molecules and are responsible for the first density peaks shown in the intrinsic density profiles .
- Thermal fluctuations induce the appearance of corrugations, leading some molecules to appreciably penetrate the opposite phase.
- This type of bond causes some of the nitrobenzene molecules to be oriented with one oxygen atom pointing into the water phase .
- As the authors move from the interfacial water layer into bulk water, the isotropic orientation and equilibrium density are recovered fairly quickly, due to the small molecular size of water and the high resilience of its hydrogen-bonded network.
3.5 Self-diffusion
- This value (open symbols) tends toward the diffusion coefficient calculated in pure SPC/E water 53 , shown as the dashed line.
- As the authors move in the direction of the organic phase, the lateral diffusion coefficient shows a slight decrease.
- First of all, even well within the bulk phase, D z does not reach the pure-component value, which probably means that their box is still not long enough in the z direction to eliminate all effects of the interface.
- Static properties, such as density profiles, hydrogen bonds and orientation distributions, are less sensitive to the presence of the interface and reach bulk values much earlier than dynamic properties like the diffusion coefficient.
- This property goes through a minimum, and molecules that protrude significantly into the organic phase are moving almost as fast as bulk molecules in the direction perpendicular to the interface.
Figure 16
- The corresponding results for the nitrobenzene diffusion coefficient are shown in Figure 17 .
- The trend observed for the lateral diffusion coefficient is the inverse of the water case, i.e.
- D xy increases slightly from the bulk value as the authors move toward the water phase.
- As for the perpendicular diffusion coefficient, the authors observe once more that it goes through a minimum as they move from bulk organic to water.
Figure 17
- The general trends observed in Figures 16 and 17 can be understood if the authors think of two limiting cases for diffusion: i) bulk molecules, i.e., molecules completely surrounded by other molecules of the same species; ii) dissolved molecules, i.e., molecules completely surrounded by molecules of the opposite species.
- Thus, both components of the water diffusion coefficient in Figure 16 should tend toward this value as the authors move into the bulk organic phase.
- These considerations are also able to explain some of the observed trends in previous studies 6, 17, 22, 24 , although the statistical accuracy of the latter are generally poorer.
- The limiting cases considered above explain the general trends, but are not sufficient to explain the minimum observed in D z .
- The authors results from the previous sections point to the existence of two interfacial layers, one on the water side and one on the organic side, with tightly packed molecules oriented parallel to the interfacial plane .
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Frequently Asked Questions (12)
Q2. How long did the simulation take to obtain good statistics?
In this work, the authors use slices that are 0.25 nm thick, much thinner than slices used in previous studies6,17,22-24,33, but the authors are able to obtain good statistics due to the long simulation times employed.
Q3. What is the first conclusion to draw?
The first conclusion to draw is that the intrinsic profiles are independent of system size, which means that their method of calculation gives reproducible results.
Q4. What is the effect of the interface on the nitrobenzene molecules?
In other words, the presence of the interface induces closer packing and antiparallel alignment of the nitrobenzene molecules, and this effect extends significantly towards the bulk organic region.
Q5. How did da Rocha and Benjamin6 estimate the capillary wave width?
In their study of the water/CO2 interface, da Rocha et al. 25 used the mean square deviation of the interface location calculated at L/N = 0.7 nm to estimate the capillary wave width and, assuming ξ=0.9 nm, obtained interfacial tensions in good agreementwith γV.
Q6. What was the rescaled z coordinates of each atom?
For each configuration in the sampling stage, the authors rescaled the z coordinates of each atom by a fixed amount so that the center of mass of the organic phase is located at the origin.
Q7. What is the effect of an interface on the molecular organization of water and hydrogen?
The presence of an interface strongly affects the molecular organization of both phases,which becomes evident when one computes different properties as a function of the distance to the interface.
Q8. Why are the interfacial RDFs similar to their bulk counterparts?
In fact, both interfacial RDFs are similar to their bulk counterparts, but with lower peak intensities and lower limiting values, due to the density depletion at the interface.
Q9. What is the trend of the diffusion coefficients of water and nitrobenzene?
as the authors move towards the bulk regions, the diffusion coefficients of both water and nitrobenzene tend toward case i), even though the perpendicular component does not reach the precise bulk value.
Q10. What is the difference between the orientation of water molecules at the interface?
These authors have observed that only water molecules at the interface align parallel to the interfacial plane, but that this orientation is correlated with the local curvature of the interface, such that molecules belonging to extrusions of the surface (with positive curvature) align perpendicularly to the interface, with one hydrogen pointing towards the vapor.
Q11. What is the important macroscopic property defining an interfacial system?
Figure 63.2 Interfacial Tension and WidthPerhaps the most important macroscopic property defining an interfacial system is theinterfacial tension.
Q12. What is the result of fitting equation (10) to the intrinsic profiles?
The square root of the variance of a profile described by equation (10) is no longer equal to we, but is given instead by:( ) eo wAw += 1 (11)Figure 6 shows the result of fitting equation (10) to the intrinsic profiles.