María Pilar
de Lara-Castells
*a,
Andreas W.
Hauser
*b,
Alexander O.
Mitrushchenkov
c and
Ricardo
Fernández-Perea
d
aInstituto de Fsica Fundamental (C.S.I.C.), Serrano 123, E-28006, Madrid, Spain. E-mail: Pilar.deLara.Castells@csic.es
bInstitute of Experimental Physics, Graz University of Technology, Petersgasse 16, A-8010 Graz, Austria. E-mail: andreas.w.hauser@gmail.com
cUniversité Paris-Est, Laboratoire Modélisation et Simulation Multi Echelle, MSME UMR 8208 CNRS, 5 bd Descartes, 77454 Marne-la-Vallée, France
dInstituto de Estructura de la Materia (C.S.I.C.), Serrano 123, E-28006, Madrid, Spain
First published on 17th October 2017
An ab initio study of quantum confinement of deuterium clusters in carbon nanotubes is presented. First, density functional theory (DFT)-based symmetry-adapted perturbation theory is used to derive parameters for a pairwise potential model describing the adsorbate–nanotube interaction. Next, we analyze the quantum nuclear motion of N D2 molecules (N < 4) confined in carbon nanotubes using a highly accurate adsorbate-wave-function-based approach, and compare it with the motion of molecular hydrogen. We further apply an embedding approach and study zero-point energy effects on larger hexagonal and heptagonal structures of 7–8 D2 molecules. Our results show a preference for crystalline hexagonal close packing hcp of D2 molecules inside carbon nanotubes even at the cost of a reduced volumetric density within the cylindrical confinement.
The general goal in hydrogen storage methods is to pack hydrogen molecules as close as possible. There exists direct experimental evidence for solid-like packing of hydrogen at supercritical temperatures.6 Moreover, recent low-temperature (11–22 K) neutron-diffraction-based experimental measurements by Cabrillo et al. have provided evidence for the formation of a crystalline hcp structure of molecular deuterium clusters inside carbon nanotubes (CNTs).7,8 This work has raised the fundamental question of the role of nuclear quantum effects for hydrogen adsorption and confinement at low temperatures. Provided that the inter-adsorbate interactions are strong, the crystal formation of the adsorbate inside CNTs has been observed with a symmetry reflecting that of the adsorbate bulk crystal since a long time ago.9 In stark contrast, when the inter-adsorbate interactions are weak, both experimental observations and theoretical calculations have revealed that the structures associated to the confined (solid) adsorbate depart largely from those corresponding to the bulk crystal (for instance, considering ice10,11). In this sense, the experimental observation of hcp structures for adsorbates characterized by very weak interactions such as D2–D2 is relevant and needs a fundamental understanding.
Very recent studies have addressed the possible existence of either a superfluid12 or a crystalline phase13,14 for parahydrogen molecules inside carbon nanotubes at zero temperature12,14 or temperatures below 4 K,13 revealing the impact of quantum nuclear effects (see also ref. 15 for a recent review). Motivated by active experimental research, the last few years have seen marked progress in the development of methods to describe the quantum nuclear motion of H2 and D2 isotopes encapsulated by carbon nanotubes, including diffusion dynamics (see, e.g., ref. 16 and 17 and references therein). These theoretical studies have provided explanations of relevant confinement effects such as the quantum-induced reversed trend in H2 and D2 diffusion rates upon lowering the temperature,17 confirming the experimental observations,18 and have revealed a strong influence of the adsorbate–nanotube interaction potential on the rate values.
Modern intermolecular interaction theory allows an ab initio characterization of van der Waals-dominated interactions of molecular or atomic adsorbates with carbon surfaces such as the D2–CNT interaction. For example, recent options include density functional theory (DFT)-based symmetry-adapted perturbation theory [SAPT(DFT)],19–31 the incremental method32 applied at coupled-cluster level,33–37 and mixed schemes combining non-periodic ab initio treatments and the dispersionless density functional approach38–40 including periodic boundary conditions.23–37 For the specific case of molecule-CNT interaction, an accurate treatment by Patkowski and collaborators includes the benchmarking of dispersion-including DFT functionals with composite second-order Möller–Plesset perturbation theory and the coupled-cluster approach applied on models of carbon nanotubes.41,42
This work presents an ab initio study of the quantum nuclear motion of deuterium clusters in carbon nanotubes at zero temperature. For this purpose, we propose an additive pairwise potential model for the D2–nanotube interaction which relies on high-level ab initio calculations using the SAPT(DFT) approach.19,20 The latter technique assumes that the zero-order wavefunction of the total system is a product of the wavefunction of each isolated subsystem, with antisymmetry being taken into account at each order of the perturbation expansion. It is worth noting that the SAPT(DFT) approach has been previously applied to describe molecular hydrogen adsorption on planar carbon surfaces,23,25 achieving a remarkable agreement with experimental measurements of bound state energies. The additive pairwise potential model uses the partition of van der Waals interaction into dispersion and dispersionless contributions. Specifically, the parameters of analytical dispersionless and dispersion terms are tuned up for a small representative CNT using SAPT(DFT)-based dispersionless and dispersion energies. As discussed in ref. 31, the potential model relies on two basic conclusions from accurate studies of van der Waals-dominated adsorbate/surface systems (see, e.g., ref. 37 and 43) (1) the short-range nature of the dispersionless contribution allows an appropriate tuning of model parameters using ab initio energies on small representative cluster models; (2) the dispersion is long-range, but dispersion parameters show excellent transferability properties upon increasing the size of the surface cluster models.
To describe the molecular motion of D2 clusters, we apply a highly accurate adsorbate wave-function-based approach, an embedding scheme as well as a vibrational model to present evidence of the hcp structure observed in the experiment.7,8 The adsorbate wave-function-based approach consists in explicitly solving the nuclear Schrödinger equation in the real space, using the the Discrete Variable Representation (DVR) method44 for the discretization, and treating the molecular adsorbate as a pseudo-atom. Recent studies23,25 have shown that the behaviour of the H2/coronene system is not affected by the relative orientation of the molecule, suggesting that it can be treated as a pseudo-atom. Within the selected model (adiabatic formulation, reduced dimension space for D2, and pairwise interaction approximation), the method provides an exact solution if convergence with the DVR basis is achieved. Appealing features of the method are the absence of phenomenological terms, the inclusion of bosonic symmetry, and the possibility of calculating excited states. The main disadvantage is in the limited number of adsorbates (up to three) that can be included in well-converged solutions. It has been very recently applied to describe the quantum nuclear motion of helium and molecular nitrogen clusters in carbon nanotubes,31 revealing very different quantum confinement effects depending on the CNT diameter, and agreeing very well with experimental measurements.45 In the next section, we briefly present the methods used in this study. Our results are reported in Section 3. Finally, the main conclusions are provided in Section 4.
Model parameters are derived by fitting the dispersionless and dispersion SAPT(DFT) terms, as calculated for the interaction between a single H2 and a hydrogen-saturated nanotube CNT(5,5) tube made of 62 atoms, considering two transverse sections of the tube. Using the SAPT(DFT) MOLPRO21,48 implementation, we followed the same computational setup as reported in ref. 31, using the Perdew–Burke–Ernzerhof (PBE) density functional49 and the augmented polarized correlation-consistent triple-zeta basis50 for all atoms but the hydrogen atoms saturating the dangling bonds, for which the correlation-consistent double-zeta basis was used (see ref. 31 and ESI† for further details).
Using cylindric coordinates ri ≡ (ri, ϕi, zi) for the adsorbate center-of-mass position (see Fig. 1), the total Hamiltonian is written as a sum of one-particle kinetic energy terms and effective pairwise additive adsorbate/CNT (VA−CNT) and inter-adsorbate (VA–A) interactions
![]() | (1) |
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Fig. 1 Figure illustrating the atomic structural models for the H2/CNT system. Gray spheres represent carbon atoms while blue spheres stand for one H2 molecule inside a carbon nanotube with diameter of helicity index (10,10). Cylindrical coordinates (r, ϕ, z) of the H2 center-of-mass are also indicated. The H–H bond is oriented along the z axis, with the bond length fixed to the vibrationally averaged rigid rotor value, req = 0.7508 Å from ref. 23. |
To model the adsorbate–adsorbate interaction, we have used the ab initio potential energy surface reported by Hinde,52 as restricted to our one-dimensional model. The values of the equilibrium distance (3.46 Å) and well-depth (24.72 cm−1) are very close to those of the well-known Silvera–Goldman potential53 for the H2 molecule in the J = 0 rotational state (3.41 Å and 23.84 cm−1, respectively).
Vemb(r,z) = 6 × VD2–D2(R+) + 6 × VD2–D2(R−) + VD2–D2(Z+) + VD2–D2(Z−) |
Ĥembψemb(r) = εembψemb(r), | (2) |
![]() | (3) |
![]() | (4) |
CNT | (5,5) | (6,6) | (7,7) | (8,8) | (9,9) | (10,10) |
---|---|---|---|---|---|---|
d CNT | 6.74 | 8.14 | 9.47 | 10.85 | 12.18 | 13.56 |
E min | −183 | −131 | −100 | −85 | −77 | −72 |
r min | 0.0 | 0.65 | 1.50 | 2.23 | 2.93 | 3.60 |
As can be observed in Fig. 2 (left-hand panel), the D2/CNT attractive interaction is dispersion-dominated, with the net repulsive dispersionless contribution mainly determined by the exchange-repulsion term. As typically found, the exchange-repulsion grows exponentially as the molecule-surface distance decreases although such behaviour is somewhat smoothed out by the attractive electrostatic contribution. The induction term contributes very little at the potential minimum but considerably at the carbon cage. The potential minimum is located at the center of the narrow nanotube (diameter of 6.74 Å), where the adsorbates benefit from the dispersion interaction with carbon atoms at both sides of the carbon cage. However, upon increasing the nanotube diameter (see right-hand panel of Fig. 2), the dispersion becomes very small at the nanotube center and the potential minima shift towards the carbon cage (see also Table 2). For a nanotube of diameter of 27.21 Å, the value of the well-depth (−56 meV) is already close to that obtained for a graphene sheet and measured for the H2 molecule adsorbed onto graphite (−51.7 meV from ref. 54). For a (5,5) nanotube, the energy at the potential minimum (−183) is about 15% larger than the well-depth of the potential proposed by Gordillo et al.55 as a sum of Lennard-Jones-type C–H2 interactions. From Fig. 2 it can also be observed that the potential model closely reproduces the ab initio results.
D2/CNT | (D2)2/CNT | (D2)3/CNT | H2/CNT | (H2)2/CNT | (H2)3/CNT | |
---|---|---|---|---|---|---|
E tot, meV | –64.89 | −130.76 | −196.80 | −62.24 | −124.96 | −187.27 |
〈VA–A〉, meV | — | −0.98 (−0.86) | −2.13 | −6.63 | −0.48 (−0.37) | −1.00 |
The adsorption energies of (D2)N and (H2)N clusters to the CNT(10,10) nanotube are shown in Table 2. The one-particle density distributions D(r) are plotted in Fig. 3 as functions of the radial r distance from the adsorbate to the tube center.
As previously found for helium and molecular parahydrogen clusters confined by either an attractive dopant57–59 or carbon nanotubes,31 the total energy (see Table 2) can be expressed as N times the energy of the ground-state wave-function ε0 plus a small term 〈VA–A〉 accounting for the weak inter-adsorbate attractive interaction
EN = N × ε0 + 〈VA–A〉. |
A strong confinement at the adsorbate–nanotube potential minimum is also found in classical descriptions of molecular adsorption. This is consistent with the small zero-point energy for the adsorbate–nanotube vibration (about 7 meV) as compared with the well-depth (about −72.5 meV). In contrast, the D2–D2 vibrational motion is characterized by an extremely large zero-point energy (2.20 meV for the pure D2 dimer) as compared with the corresponding potential minimum (−3.065 meV), with an even larger value for the lighter H2 dimer (2.70 meV). The associated pair density distribution is very delocalized and extends over more than 8 Å.
This is clearly seen in Fig. 4 which presents plots of the pair densities D(R12) as a function of the adsorbate–adsorbate distance for (D2)2 and (H2)2 dimers considering both isolated as well as confined clusters. We observe that the pair densities become more localized when going from isolated to confined clusters, and upon augmenting the mass of the hydrogen isotope. However, the carbon cage is barely affecting the adsorbate–adsorbate interaction of the confined dimers (by about −0.1 meV only, see Table 2).
Let us now consider the adsorbate wave-function dependence on relative inter-adsorbate degrees of freedom. Fig. 5 plots the density distributions of the (D2)2 and (H2)2 dimers as a function of the relative angle ϕ12 = ϕ2 − ϕ1 (left-hand panel) as well as the relative inter-adsorbate distance along the tube axis z12 = z2 − z1 (right-hand panel). The peak at ϕ12 = 60° in the angular distribution of the (D2)2 dimer (left-hand panel) corresponds to a C6-type arrangement of the two molecules at the plane with a zero value of z12 (right-hand panel), which is obviously consistent with the hcp structure in the extended system (see TOC graphics). Notice that the pair distribution for the lighter (H2)2 dimer is more extended and delocalized due to the larger zero-point energy.
From the right-hand panel of Fig. 5, it can be observed that the pair density distribution D(z12) for the (D2)2 dimer is very broad and develops a shoulder at about the position of the potential minimum for the adsorbate–adsorbate interaction. The bimodal structure of the D(z12) distribution also reflects the multi-configurational character of the adsorbate wave-function and a strong coupling between inter-adsorbate radial and angular vibrational modes due to the two-dimensional confinement induced by the carbon cage. Interestingly, the double-peaked distribution in the (D2)2 dimer becomes disentangled in two pair distributions peaked at zero and 3.6 Å. Clearly, the density profiles along the tube axis are being shaped by the inter-adsorbate interaction. Similarly, notice that the angular distribution peaked at about 60° become more localized for the (D2)3 trimer (see left-hand panel of Fig. 5), with average of the relative angles equal to 55° and 27°. These values are close to those in the extended hcp structure (60° and 30°). The adsorbate wave-function dependence on relative angles is also determined by the inter-adsorbate interaction.
Taken together, our adsorbate wave-function results show that the structuring of molecular deuterium clusters inside CNTs is determined by a delicate balance between attractive adsorbate–nanotube and inter-adsorbate interactions, with the extremely large zero-point energy corrections of the latter in a key role. This structuring is such that the attractive adsorbate–adsorbate interaction is optimized, avoiding an increase of the zero-point energy cost for the adsorbate–adsorbate vibrational mode, but also taking advantage of the attractive adsorbate–nanotube potential minimum. On one hand, the magnitude of the adsorbate–nanotube potential minimum (about −80 meV) is much larger than the inter-adsorbate counterpart (about −3 meV). On the other hand, as in doped helium and molecular hydrogen clusters,58,59,62 the average adsorbate–adsorbate contribution to the total energy (about −1 meV, see Table 2) scales approximately with the number of adsorbate pairs (i.e., as N(N − 1)/2), while the one-particle term (about −65 meV) scales linearly with N. Therefore, a significant influence of the two-body term would have been expected for larger clusters than those considered here. Moreover, accurate adsorbate wave-function calculations of small doped clusters have indicated a cyclic arrangement of N (N < 6) hydrogen molecules around the dopant center-of-mass58 which depart largely from the structuring under confinement by the carbon walls here revealed.
We notice that the findings in this work are consistent with our previous results on two-dimensional confinement of helium clusters,31 where the main peak of the pair correlation function was located at a position very close to that measured for superfluid liquid helium63 when considering two or three 4He atoms.31 Thus, carbon nanotubes seem to enhance nuclear quantum effects in cold few-atom clusters at the nanoscale such as, for example, signaling the transition to a two-dimensional quantum fluid with just a few 4He atoms. Very intriguing quantum phenomena have also been revealed when immersing carbon nanotubes in helium droplets such as an incomplete flooding of the quantum fluid.29
The effect of the embedding potential is also manifested in the binding energy of an embedded D2 molecule (−53.21 meV). Remarkably, this value differs by just 18% from the “unembedded” counterpart (−64.89, see Table 2). Hence, the reduced attractive D2–nanotube interaction upon getting further from the carbon cage in the C3 symmetry structure is almost compensated by the attractive interaction with D2 molecules in the adjacent C6 shells. Once again, this is in contrast with the expected classical behaviour, i.e., the adhesion of D2 molecules to the carbon walls whatever its number be, and highlights a delicate balance between D2–D2 and D2–nanotube interactions.
To close our adsorbate wave-function analysis, we note that the packing of D2 molecules on the triangular-type arrangement is also consistent with the central column of D2 molecules distributed along the z axis is in the hcp structure (see TOC graphics). The existence of the central column has been reported by Rossi and Ancilotto12 as well as Del Maestro and Boninsegni.13 As detailed in the ESI,† an effective model explains that the state of the dimer formed along the tube axis is extremelly weakly bound (by about −0.03 meV) for a D2 molecule at a C6-type arrangement with r = 3.6 Å (i.e., the average position for a single D2 inside the (10,10) nanotube). However, the formation of a cluster of three D2 molecules in a C3 arrangement inside the same nanotube makes the effective inter-adsorbate interaction much deeper, supporting much more strongly bound vibrational states.
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Fig. 7 Potential energy scans for the breathing mode of D2 arrangements inside (10,10) carbon nanotubes. |
We use these energy curves to derive an approximate analytical potential surface for planar motions of the D2 molecules inside the tube and determine the zero-point energy in the corresponding modes from the Hessian matrix of this potential. Zero energy is set to the geometry where all D2 molecules are at infinite distance from the tube and from each other. As can be seen, the confinement leads to approximately harmonic shapes of both potentials. The curves become steeper at larger distances, indicating that size extension is more costly than a compression of the D2 arrangement due to the stronger repulsion effects from the wall of the carbon nanotubes than from inter-adsorbate interactions. The different packing of the D2 molecules in either C6 or C7 symmetric structures has a significant impact on the curvature of the potential: adding an extra D2 molecule to the hcp structure leads to a much steeper curvature. However, note that the minimum of energy is barely affected by the addition of an extra D2 molecule, which shows that the total gain and costs of a particle addition are comparable to each other. A better overview is obtained if we compare electronic binding energies per D2 molecule as presented in Table 3, which provides almost the same electronic energies per particle in both geometries. However, zero point effects need to be taken into consideration in the low energy regime (Fig. 7).
System | E | ZPE | E corr |
---|---|---|---|
7 D2 in (10,10) | −559 | 91 | −468 |
8 D2 in (10,10) | −558 | 118 | −440 |
Assuming a simple model of interconnected springs (see ESI†), the potential energy of the confined D2 molecules is fully defined by only two parameters, a spring constant f and a minimum distance rmin between the interconnected D2 molecules. Within this approach of coupled harmonic oscillators, justified by the small deviations from the optimum intermolecular distance, we obtain a force constant f = 798 cm−1 Å−2 and an equilibrium distance of 3.578 Å in the C6 symmetry for CNT(10,10). In C7 symmetry we obtain a force constant f = 1311 cm−1 Å−2 and an equilibrium spring distance of 3.627 Å. Diagonalization of the analytical Hessian with these parameters yields a set of vibrational frequencies ωi, from which the total zero point energy of each system can be derived. For convenience, these zero point energies are then divided by the number of D2 molecules and added to the corresponding electronic energies per particle listed in Table 3 for each symmetry. Such a comparison reveals that the C6 symmetric arrangement, which emulates the hcp structure in the extended tube, is now clearly preferred over a C7 symmetric arrangement due to its lower zero point energy.
The pairwise additive potential model applied in this work allows for an efficient treatment of molecular hydrogen physisorption on carbon-based materials, which is of special interest to researchers in the field of hydrogen storage and other applications concerning gas storage or gas separation. Moreover, as has been demonstrated, the accuracy of this potential model is high enough to even allow the discussion of quantum motion at very low temperatures within the frameworks of adsorbate wavefunction theory, which might become relevant in future studies of neutral molecules in weak confinement potentials for new technologies such as quantum information processing and molecular data storage.
Footnote |
† Electronic supplementary information (ESI) available: Details of the SAPT(DFT) calculations, the pairwise potential model, the grid basis used in adsorbate wave-function calculations, an effective model of the inter-adsorbate interaction along the tube axis, and expressions of the analytical spring model potentials used within the vibrational model. See DOI: 10.1039/c7cp05869a |
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