Physical Adsorption at the Nanoscale: Towards Controllable Scaling of the Substrate-Adsorbate van der Waals Interaction

Physical Adsorption at the Nanoscale: Towards Controllable Scaling of the Substrate-Adsorbate van der Waals Interaction

Abstract

The Lifshitz-Zaremba-Kohn (LZK) theory is commonly considered as the correct large-distance limit for the van der Waals (vdW) interaction of adsorbates (atoms, molecules, or nanoparticles) with solid substrates. In the standard approximate form, implicitly based on local dielectric functions, the LZK approach predicts universal power laws for vdW interactions depending only on the dimensionality of the interacting objects. However, recent experimental findings are challenging the universality of this theoretical approach at finite distances of relevance for nanoscale assembly. Here, we present a combined analytical and numerical many-body study demonstrating that physical adsorption can be significantly enhanced at the nanoscale. Regardless of the band gap or the nature of the adsorbate specie, we find deviations from conventional LZK power laws that extend to separation distances of up to 10–20 nanometers. Comparison with recent experimental observation of ultra long-ranged vdW interactions in the delamination of graphene from a silicon substrate reveals qualitative agreement with the present theory. The sensitivity of vdW interactions to the substrate response and to the adsorbate characteristic excitation frequency also suggests that adsorption strength can be effectively tuned in experiments, paving the way to an improved control of physical adsorption at the nanoscale.

Non-covalent van der Waals (vdW) interactions constitute a universal cohesive force whose impact extends from the atomistic scale Stone (2013); Kaplan (2006) to a wealth of macroscopic phenomena observed on a daily basis Langbein (1974); Parsegian (2005). With an influence ranging from protein-drug binding to the double helix in DNA R. A. DiStasio Jr. et al. (2012), the peculiar pedal adhesion in the gecko Autumn et al. (2000, 2002), and even cohesion in regolith and rubble-pile asteroids Rozitis et al. (2014); Scheeres et al. (2010), these non-bonded forces are quantum mechanical in origin and arise from electrodynamic interactions between the constantly fluctuating electron clouds that characterize molecules and materials Ambrosetti et al. (2016). While our understanding of vdW interactions is rather complete at the smallest atomistic and the largest macroscopic scales, these pervasive forces exhibit a range of surprising and poorly understood effects at the nanoscale Dobson et al. (2006, 2014); Chang et al. (1971); Misquitta et al. (2010, 2014); C. A. Silvera Batista et al. (2015); Ambrosetti et al. (2016).

This lack of understanding is best exemplified by recent puzzling experimental observations, which include: (i) ultra long-range vdW interactions extending up to tens of nm into heterogeneous Si/SiO dielectric interfaces Loskill et al. (2012, 2013), and influencing the delamination of extended graphene layers from silicon substrate Na et al. (2014), (ii) complete screening of the vdW interaction between an atomic force microscope (AFM) tip and a SiO surface by the presence of a single layer of graphene adsorbed on the surface Tsoi et al. (2014), (iii) super-linear sticking power laws for the physical adsorption of metallic clusters on carbon nanotubes with increasing surface area Rance et al. (2010), and (iv) non-linear increases in the vdW attraction between homologous molecules and an Au(111) surface as a function of the molecular size Wagner et al. (2014). Recently, theoretical evidence was found for exceptionally long-ranged vdW attraction between coupled low-dimensional nanomaterials with metallic character Dobson et al. (2006) or small band-gap Misquitta et al. (2010); Ambrosetti et al. (2016). Observed major deviations from conventional pairwise predictions Ambrosetti et al. (2016) stem from non-local dipolar fluctuations induced by the low dimensionality of the structures Qiu et al. (2016).

While analysis of these striking phenomena focused on coupled 1D and 2D nanomaterials, the broader and technologically relevant problem of physical adsorption of atoms, molecules or nanoparticles on low-dimensional structures is not yet fully understood. This lack of comprehension is mostly related to the intrinsically local charge fluctuations of small adsorbates and the non-negligible HOMO-LUMO gaps, which may suggest weak coupling to the soft delocalized polarization modes of the substrate. However, transient electronic excitations in low-dimensional substrates could cause unexpectedly strong electrodynamic fields, whose effects are yet to be assessed.

Both energetics and dynamical properties of physically adsorbed moieties can largely depend on the precise vdW scaling. Experimental implications of possible unexpected trends in nanoscale physical adsorption can thus range from catalysis and wetting to film deposition or self-assembly. State-of-the-art single-molecule AFM experiments are now also able to measure power law exponents governing the adsorption energy of large molecules on solid substrates to a precision of 0.2 Wagner et al. (2014). Such experimental progress provides a substantial challenge for the theoretical understanding of vdW interactions and precise modeling of their effects at the nanoscale. To achieve both goals, here we utilize a combined analytic and numerical many-body model of physical adsorption to systematically study the interaction of adsorbates with a range of both metallic and finite-gap low-dimensional 1D and 2D substrates. Even for the smallest atomic adsorbates, we find that the strongly non-local response of these substrates, which stems from coherent wave-like electronic fluctuations, causes qualitative deviations from conventional vdW energy predictions. In fact, the vdW adsorption energy can exhibit a peculiar slow decay over length scales extending from 5 Å  to well above 10 nm. Interestingly, the interaction energy decay can be further regulated by a suitable choice of the substrate response and of the adsorbate moiety, thus opening a plethora of pathways towards detailed and selective experimental control of vdW forces at the nanoscale.

So far, the theoretical modeling of the complex many-body vdW interactions arising on extended substrates has mostly relied on the Lifshitz-Zaremba-Kohn (LZK) theory Lifshitz (1956); Zaremba and Kohn (1976); Klimchitskaya et al. (2009). In principle the LZK approach provides an exact theoretical framework, where explicit dependence on the interacting substrate response function ensures complete inclusion of many-body screening effects. Due to the intrinsic complexity of , however, the interacting susceptibility is normally approximated in LZK calculations by an implicitly local form. Essentially, by approximating the substrate response in terms of the average dielectric function (computed at wavevector =0) the complexity of the problem can be strongly reduced, and simple power law expressions can be derived for the vdW interaction energy . This is exemplified for instance by the well known expression , derived for small molecular fragments at large distance from a semi-infinite substrate, and extended (with different power law dependence on ), to treat also lower-dimensional substrates Cheng and Cole (1998); Bordag et al. (2006). Within the LZK approach the overall Hamaker constants ( in the above expression) are renormalized with respect to standard pairwise vdW approximations Grimme et al. (2010); Tkatchenko and Scheffler (2009); Dion et al. (2004); Silvestrelli (2008); Johnson and Becke (2005), due to the effective inclusion of screening effects in the extended substrate. However, the vdW interaction power laws predicted in the local LZK limit exactly coincide with those of additive pairwise vdW approaches. While this approach is generally correct for bulk-like substrates, here we will analyze in detail the implications of the locality approximation, evidencing major shortcomings in the rapidly emerging context of low dimensional substrates. By explicitly accounting for non-local electron charge fluctuation we will thus provide a correct application of the LZK theory to substrates with arbitrary dimensionality and response properties.

Figure 1: Power law decay of the vdW interaction between a single adsorbate and an infinite metallic wire. Adsorbates with different characteristic frequency are considered in order to visualize the interdependence between the adsorbate dynamical polarizability and the interaction power law. Comparison with the standard pairwise power law () indicates more evident deviations from the pairwise behavior in adsorbates with lower characteristic frequency. We also note from Eq. (2) that the static polarizability can be factorized, hence only providing a constant overall rescaling of the vdW interaction.

In order to introduce the essential physical concepts, we begin our analysis by considering a single adsorbate (for instance an atom, a molecule, or a nanoparticle) interacting with a one-dimensional (1D) metallic wire at a separation . Atomic units () are adopted hereafter to simplify the notation. The wire density-density response can be computed starting from the 1D free electron gas bare susceptibility Longe and Bose (1993); Giuliani and Vignale (2008) , where is the number of electrons per unit length, and the intra-wire Coulomb interaction Dobson et al. (2006) ( being the effective wire thickness, in the limit ). The vdW interaction energy is thus evaluated by coupling the polarizability of the adsorbate to the RPA interacting substrate response through the wire-adsorbate interaction Dobson et al. (2006) (a modified Bessel function of the second kind, see Ref. Zaremba and Kohn (1976)), as:

(1)

Here , and momentum integration is restricted to the first Brillouin zone. For larger than the adsorbate characteristic dimension, the dipole approximation can be adopted for the response of the adsorbate . We also map now the adsorbate polarizability onto the response of a single quantum harmonic oscillator making use of the single Lorentzian expression (being the static polarizability and the characteristic oscillator frequency). This procedure corresponds to introducing a single effective excitation mode for the adsorbate, and has been widely applied in literature Cheng and Cole (1998); Oliveira et al. (2011); L. W. Bruch (1997). Alternative treatments based on multiple excitation modes, however, are equally possible within this framework, and can be reformulated in terms of linear combinations of the single mode contributions considered hereafter. After analytical frequency integration, the following expression is obtained:

(2)

where . We note that, at variance with conventional LZK theory, the explicit dependence of the substrate response function is preserved in this derivation, thus accounting for the actual non-locality of the charge fluctuation modes.

To study the scaling of with respect to the adsorption distance, we first observe that the rapidly decaying interaction factor introduces an effective integration cutoff at . By performing the variable substitution , it becomes thus evident that the power law scaling of is determined by the dependence of the integrand Dobson et al. (2006); Ambrosetti et al. (2016), and it specifically varies depending on the relative magnitude of the terms at the denominator (namely and ). In particular, we can distinguish two separate regimes: i) for the integrand is roughly proportional to over the whole integration domain. Integration over thus leads to up to logarithmic corrections. ii) if the opposite case holds (i.e. over most of the integration domain) then the integrand becomes roughly proportional to , leading to power law scalings that are intermediate between and . According to the above analysis, by increasing regime i) is eventually approached, and the transition between regimes ii) and i) is influenced by the adsorbate characteristic frequency : in fact, for small values of the scaling is approached at larger adsorption distances (see Fig. 1). At high , instead, regime i) is soon approached, but the power law can show a slight initial growth due to the logarithmic corrections, remaining however close to the asymptote.

Based on the above analysis, we note that the vdW interaction energy between substrate and adsorbate exhibits evident qualitative deviations from conventional pairwise predictions ( in 1D), implying an ultra-slow decay of the interaction with respect to the adsorption distance. The existence of separate scaling ranges, moreover, suggests that the interaction details may be experimentally tuned by an appropriate choice of the adsorbate species: physically speaking, adsorbates with different will be sensitive to different frequency ranges, and, correspondingly, to distinct characteristic modes of the substrate. Similar conclusions can be drawn by considering the tight-binding response function for 1D metallic chains proposed by Misquitta et al. Misquitta et al. (2010). In that case, however, the non-locality of entirely derives from the collective character of the quasi-particle eigenstates, and does not stem from the self-consistent RPA treatment of the Coulomb coupling.

While the above results are specifically derived for a metallic 1D substrate, we extend now our treatment to finite-gap structures. Due to electronic charge localization one can describe in this case the response of a -atom system in terms of interacting atomic polarizabilities. These can be mapped onto a set of coupled atom-centered quantum harmonic oscillators, as outlined by the MBD framework Tkatchenko et al. (2012); Ambrosetti et al. (2016), by introducing the coupled dipolar Hamiltonian Bade (1957); Donchev (2006):

(3)

The -th atom is characterized by the static polarizability and the characteristic frequency , and describes the mass-weighted charge displacement from the ionic position  Donchev (2006). The interaction tensor introduces a dipolar coupling between different oscillators, and is defined as , where is the Coulomb interaction between atoms and , damped at short range due to gaussian charge overlap Tkatchenko et al. (2013). Given the quadratic dependence on , can be exactly diagonalized, leading to a set of interacting frequencies , from which the vdW energy can be promptly computed as . The resulting dispersion energy is mathematically equivalent to the RPA Tkatchenko et al. (2013) long-range correlation energy arising between dipolar oscillators.

Figure 2: MBD power law decay of the vdW interaction between single adsorbate (with characteristic frequency Ha) and a periodic 1D atomic chain. Upper panel: chains with different interatomic distance are considered. The larger deviations from the pairwise limit observed at small find a correspondence in the steep mode dispersion and small energy gap reported in the inset. In fact, the steep dispersion is indicative of a strongly non-local dipolar response in the chain. Lower panel: dependence of the interaction power law on the adsorbate frequency (). In analogy to the metallic case, adsorbates with lower exhibit more evident deviations from the pairwise limit.

In order to investigate adsorption on 1D non-conducting systems, we consider a carbyne-like wire, consisting of a linear chain of C atoms with equal nearest-neighbor distances . Different values of are then analyzed, in order to assess the role of the chain response. In Fig.2, we observe that, also in finite-gap systems, sizeable deviations from the the conventional scaling are possible even beyond 10 nm. In analogy with the case of two parallel 1D chains Ambrosetti et al. (2016), the power law initially increases reaching a plateau, and subsequently decreases, gradually tending to the pairwise limit. Again, the effect is enhanced by low adsorbate characteristic frequencies. Moreover, power law deviations become evidently more pronounced at smaller values, while the vdW energy scaling rapidly approaches beyond Å. The ultra-slow decay of vdW interactions is thus closely related to the non-locality of the dipolar response of the chain. In fact, as observed in Ref. Ambrosetti et al. (2016), highly collective dipole-fluctuation modes can emerge in low-dimensional structures. Such modes correspond to the dipole waves sustained by the system, and characterize the degree of non-locality of the response function. Within the MBD approach these collective wave-like modes are directly obtained as the eigenmodes of the Hamiltonian (3), and, depending on the dispersion of the corresponding eigenenergies (), different power law scalings of the vdW energy can be found.

This concept can be formalized by expressing the vdW adsorption energy in integral form. We thus take the continuum limit (valid at large ), and consider only the longitudinal dipole fluctuation modes occurring in the chain. Transverse modes, in fact, provide smaller contributions to at large and will be neglected for simplicity. Making explicit use of the f-sum rule Pines (1999), we can express the polarizability of the collective mode corresponding to wave vector as , where the static polarizability is written in terms of the C static polarizability and the characteristic frequency as . By extending Eq.(2) to the present model, we can thus express the interaction energy as

(4)

In analogy with Eq.(2), the mode dispersion entering at the denominator ultimately determines the power law scaling of . For instance, at large the atoms in the chain become weakly interacting, leading to flat energy dispersion (). In presence of energetic degeneracy, localized dipole fluctuations can thus occur in the system and the pairwise approximation becomes valid. At realistic interatomic distances, instead, the intra-chain interaction acts by lifting the modes degeneracy, leading to non-trivial mode dispersion (see Fig.2). In particular, one observes that can assume very small values for  Ambrosetti et al. (2016), showing then a steep increase at growing . The steep dispersion of the charge fluctuation modes is a clear signature of response non-locality (see Supplementary Material). We stress, though, that due to the intrinsic localization of the single QHOs (justified by the electron charge localization), is always non-zero. This property determines a qualitative asymptotic difference with respect to the metallic case, implying that the power law is recovered as the asymptotic limit.

To extend our treatment beyond 1D substrates, we now consider the adsorption on a two-dimensional (2D) graphene substrate. Given the complexity of the full electronic structure, we make use of approximate response functions, based on the low energy excitations of the electrons. Although this approximation neglects polarization components orthogonal to the plane, nonetheless it permits to unravel the effects of the band structure near the Dirac cone, that govern the non-trivial electronic properties of graphene. Besides the conventional RPA Dobson et al. (2006); González et al. (1994) response function, a more accurate approximation is also considered, derived including vertex corrections through a renormalization group (RG) approach Sodemann and Fogler (2012); Dobson et al. (2014). Details on the response functions, and on the computation of using this approach are reported in the Supplementary Material. From Fig. 3, a clear analogy emerges between adsorption on 1D systems and graphene. Sizeable power law deviations from the pairwise limit extend beyond 100 Å, and are again enhanced in presence of adsorbates with low characteristic frequency. Moreover, the semi-quantitative agreement existing between power laws derived within RPA and RG suggests that ring diagrams can already account for relevant response delocalization, providing hence further support to the present MBD results.

In order to unravel how vdW interactions depend on the substrate details, we apply the MBD method to single-layer MoS and finite-gap graphenic materials, setting the atomic polarizability to different values. Interestingly, by inspection of Fig. 3, we find qualitative agreement between atomistic MBD calculations and the previous semi-analytical model. In addition, we observe that the more polarizable substrates not () are characterized by a slower decay of the adsorption energy with respect to . The analogies existing between higher and smaller (see Fig. 2), can be understood considering that many body effects in MBD are effectively controlled by the dimensionless quantity . An inverse proportionality thus exists between power law variations induced by changes in the two quantities. The important deviations found for MoS also suggest that other quasi-metallic or finite-gap low dimensional materials, such as transition metal dichalcogenides, silicene or phosphorene should exhibit analogous trends in physical adsorption processes.

Going from monolayer graphenic structures to multilayer graphene (see Supplementary Material), pairwise power laws are gradually approached at short , suggesting that the conventional vdW asymptotic decay should be typically recovered in bulk systems. At the same time, however, deviations from pairwise power laws become longer-lasting with respect to when increasing the number of layers: at large thin multilayered structures effectively behave as a single layer with enhanced polarizability-to-surface ratio, thus inducing longer-ranged vdW interactions which require an appropriate description beyond the local LZK limit.

We finally note that extremely long-ranged interlayer forces have been observed in a very recent experiment Na et al. (2014) conducted by separating graphene from the native oxide layer on a Si(111) substrate by lateral wedge insertion and crack opening. While vdW interactions are expected to contribute up to the 10 nm scale, the experimentally estimated delamination resistance per unit area only converged to a constant value at 1 m crack openings. To interpret this puzzling result we considered cracks with longitudinal extent and quadratic increase of the graphene-Si(111) separation with respect to the crack coordinate (see Supplemetary material). By assuming a power law scaling of the interaction (a variation of 0.5 from the pairwise power law is compatible with our findings), we found that the dispersion energy cost for crack formation (per unit area) approaches its converged value within 2% only beyond 0.5 m. Considering instead cracks with constant opening and a interaction scaling, the dispersion energy cost is converged within 2% already at 2 nm. Our simple analysis can thus qualitatively capture the observed ultra long-ranged sticking effect. Moreover, the combined many-body polarization enhancement in graphene Gobre and Tkatchenko (2013), and the complex strain effects occurring in the system upon mechanical deformation could further extend the effective range of the effective interlayer interaction.

In conclusion, we evidenced highly non-trivial power law scalings of the vdW interaction arising between atoms or small molecules and both metallic and finite-gap low-dimensional substrates. These power laws substantially deviate from standard pairwise predictions, and result in ultra long-ranged dispersion forces. This effect arises due to marked non-localities of the substrate response, and could only be captured by accounting for the detailed momentum dependence of the susceptibility within a full many-body approach. The non-trivial dispersion enhancements predicted for atomic adsorbates demonstrate that any type of system –from the atomistic scale up to the nanoscale– can undergo ultra-long ranged vdW forces in the presence of polarizable low dimensional substrates. The sensitivity of the vdW energy scaling to the adsorbate characteristic frequency and substrate response properties paves the way to a detailed and selective control of molecule-substrate interactions. These results open new perspectives for challenging experimental manipulations of adsorption and nanoassembly phenomena. Possible implications may also extend to the broad context of low-dimensional biological systems, including phospholipid aggregates and bilayers Lis et al. (1982), or extended polypeptide chains F. Schubert et al. (2015).

A. Ambrosetti acknowledges useful and insightful discussion with F. Toigo.

Figure 3: Power law decay of the vdW interaction between single atoms and 2D materials. Upper panel: computed at different adsorbate characteristic frequencies, adopting analytical RPA and RG response functions for graphene. Lower panel: MBD results for 2D materials characterized by graphenic structure and variable atomic polarizability ( Ha). The pairwise asymptotic limit is reported for comparison.

References

  1. A. J. Stone, The theory of intermolecular forces (Oxford University Press, 2nd edition, Oxford, UK, 2013).
  2. I. G. Kaplan, Intermolecular Interactions (Wiley-Blackwell, 2006).
  3. D. Langbein, Theory of Van der Waals attraction, Springer Tracts in Modern Physics, Vol. 72 (Springer Berlin Heidelberg, 1974).
  4. V. A. Parsegian, Van der Waals forces: A Handbook for Biologists, Chemists, Engineers and Physicists (Cambridge University Press, New York, USA, 2005).
  5. R. A. DiStasio Jr., O. A. von Lilienfeld,  and A. Tkatchenko, Proc. Natl. Acad. Sci. USA 109, 14791 (2012).
  6. K. Autumn, Y. A. Liang, S. T. Hsieh, W. Zesch, W. P. Chan, T. W. Kenny, R. Fearing,  and R. J. Full, Nature 405, 681 (2000).
  7. K. Autumn, M. Sitti, Y. A. Liang, A. M. Peattie, W. R. Hansen, S. Sponberg, T. W. Kenny, R. Fearing,  and R. J. Full, Proc. Natl. Acad. Sci. USA 99, 12252 (2002).
  8. B. Rozitis, E. MacLennan,  and J. P. Emery, Nature 512, 174 (2014).
  9. D. J. Scheeres, C. M. Hartzell, P. Sánchez,  and M. Swift, Icarus 210, 968 (2010).
  10. A. Ambrosetti, N. Ferri, R. A. DiStasio Jr.,  and A. Tkatchenko, Science 351, 1171 (2016).
  11. J. F. Dobson, A. White,  and A. Rubio, Phys. Rev. Lett. 96, 073201 (2006).
  12. J. F. Dobson, T. Gould,  and G. Vignale, Phys. Rev. X 4, 021040 (2014).
  13. D. Chang, R. Cooper, J. Drummond,  and A. C. Young, Phys. Lett. A 37, 311 (1971).
  14. A. J. Misquitta, J. Spencer, A. J. Stone,  and A. Alavi, Phys. Rev. B 82, 075312 (2010).
  15. A. J. Misquitta, R. Maezono, N. D. Drummond, A. J. Stone,  and R. Needs, Phys. Rev. B 89, 045140 (2014).
  16. C. A. Silvera Batista, R. G. Larson,  and N. A. Kotov, Science. 350, 176 (2015).
  17. P. Loskill, H. Hähl, T. Faidt, S. Grandthyll, F. Müller,  and K. Jacobs, Adv. Coll. Interf. Sci. 179, 107 (2012).
  18. P. Loskill, J. Puthoff, M. Wilkinson, K. Mecke, K. Jacobs,  and K. Autumn, J. R. Soc. Interface 10, 20120587 (2013).
  19. S. R. Na, J. W. Suk, R. S. Ruoff, R. Huang,  and K. M. Liechti, ACS Nano 8, 11234 (2014).
  20. S. Tsoi, P. Dev, A. L. Friedman, R. Stine, J. T. Robinson, T. L. Reinecke,  and P. E. Sheehan, ACS Nano 8, 12410 (2014).
  21. G. Rance, D. Marsh, S. Bourne, T. Reade,  and A. Khlobystov, ACS Nano 4, 4920 (2010).
  22. C. Wagner, N. Fournier, V. G. Ruiz, C. Li, K. Müllen, M. Rohlfing, A. Tkatchenko, R. Temirov,  and F. S. Tautz, Nature Comm. 5, 5568 (2014).
  23. D. Y. Qiu, F. H. da Jornada,  and S. G. Louie, Phys. Rev. B 93, 235435 (2016).
  24. E. M. Lifshitz, Sov. Phys. 2, 73 (1956).
  25. E. Zaremba and W. Kohn, Phys. Rev. B 13, 2270 (1976).
  26. G. L. Klimchitskaya, U. Mohideen,  and V. M. Mostepanenko, Rev. Mod. Phys. 81, 1827 (2009).
  27. E. Cheng and M. Cole, Phys. Rev. B 38, 987 (1998).
  28. M. Bordag, B. Geyer, G. L. Klimchitskaya,  and V. M. Mostepanenko, Phys. Rev. B 74, 205431 (2006).
  29. S. Grimme, J. Antony, S. Ehrlich,  and H. Krieg, J. Chem. Phys. 132, 154104 (2010).
  30. A. Tkatchenko and M. Scheffler, Phys. Rev. Lett. 102, 073005 (2009).
  31. M. Dion, H. Rydberd, E. Schroder, D. C. Langreth,  and B. I. Lundqvist, Phys. Rev. Lett. 92, 246401 (2004).
  32. P. L. Silvestrelli, Phys. Rev. Lett. 100, 053002 (2008).
  33. E. R. Johnson and A. D. Becke, J. Chem. Phys. 123, 024101 (2005).
  34. P. Longe and S. Bose, Phys. Rev. B 48, 18239 (1993).
  35. G. Giuliani and G. Vignale, Quantum Theory of the Electron Liquid (Cambridge University Press, Cambridge UK, 2008).
  36. M. J. T. Oliveira, S. Botti,  and M. A. L. Marques, Phys. Chem. Chem. Phys. 13, 15055 (2011).
  37. E. Z. L. W. Bruch, M. W. Cole, Physical Adsorption: Forces and Phenomena (Clarendon Press, Oxford, UK, 1997).
  38. A. Tkatchenko, R. A. DiStasio Jr., R. Car,  and M. Scheffler, Phys. Rev. Lett. 108, 236402 (2012).
  39. W. L. Bade, J. Chem. Phys. 27, 1280 (1957).
  40. A. G. Donchev, J. Chem. Phys. 125, 074713 (2006).
  41. A. Tkatchenko, A. Ambrosetti,  and R. A. DiStasio Jr., J. Chem. Phys. 138, 074106 (2013).
  42. D. Pines, Elementary Excitations in Solids: Lectures on Phonons, Electrons, and Plasmons (Westview Press, Boulder, 1999).
  43. J. González, F. Guinea,  and M. A. H. Vozmediano, Nucl. Phys. B 424, 595 (1994).
  44. I. Sodemann and M. M. Fogler, Phys. Rev. B 86, 115408 (2012).
  45. According to the Tkatchenko-Scheffler parameterization, MoS is characterized by an average polarizability per unit area which is about 4 times larger than in graphene.
  46. V. V. Gobre and A. Tkatchenko, Nat. Commun. 4, 2341 (2013).
  47. L. J. Lis, M. McAlister, N. Fuller, R. P. Rand,  and V. A. Parsegian, Biophys. J. 37, 667 (1982).
  48. F. Schubert et al., Phys. Chem. Chem. Phys. 17, 7373 (2015).
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