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Quasi-planar elemental clusters in pair interactions approximation

  • Levan Chkhartishvili EMAIL logo
Published/Copyright: December 30, 2016

Abstract

The pair-interactions approximation, when applied to describe elemental clusters, only takes into account bonding between neighboring atoms. According to this approach, isomers of wrapped forms of 2D clusters – nanotubular and fullerene-like structures – and truly 3D clusters, are generally expected to be more stable than their quasi-planar counterparts. This is because quasi-planar clusters contain more peripheral atoms with dangling bonds and, correspondingly, fewer atoms with saturated bonds. However, the differences in coordination numbers between central and peripheral atoms lead to the polarization of bonds. The related corrections to the molar binding energy can make small, quasi-planar clusters more stable than their 2D wrapped allotropes and 3D isomers. The present work provides a general theoretical frame for studying the relative stability of small elemental clusters within the pair interactions approximation.

PACS: 61.46.Bc

1 Introduction

The main goals of research in the field of elemental clusters have been formulated by I. Boustani in [1]. These aim at developing, simulating, modeling and predicting novel nanostructures of boron with specific predefined properties. The structures of boron clusters are divided into four groups: quasi-planar, tubular, convex and spherical. Transitioning quasi-planar structures into tubules or cages may be viewed as rolling up these atomically thin sheets into cylinders or spheres, respectively. The boron case shows that small quasi-planar elemental clusters can be more stable than their structural isomers in the form of nanotubular and fullerene-like atomic surfaces or true 3D structures (see our recent reviews on boron nanostructures for examples [25]).

Based on the experimental studies and computational simulations available for all-boron clusters [611], one can conclude that small elemental clusters should have a quasi-planar structure, but when n, the number of atoms constituting cluster, exceeds a certain critical value (in the case of boron n ~ 20), such clusters have to transform into a nanotubular structures.

In any clustered form of elemental substance, molar binding energy serves as a key factor determining relative stabilities and consequently, concentrations of clusters with different numbers of atoms. This means that at a fixed number of atoms in clusters, the isomers with symmetrical shapes and without “holes” (vacancies) in their structure, i.e. with the maximal number of interatomic bonds, are expected to be more stable. Therefore, the main problem in the theoretical study of atomic clusters is the calculation of their molar binding energy.

In the case of small elemental clusters, the above-mentioned issue can be correctly addressed within the pair interactions approach. The application of the old, so-called diatomic model [12] to atomic structures, including clusters, is based on the property of interatomic bonding being saturated. In the first approximation, the binding energy of a structure is equal to the sum of the energies of the pair interactions between neighboring atoms. Within the pair interactions approximation, the microscopic theory of expansion and its generalization to periodical structures allows correct estimation of the thermal expansion coefficient for many crystalline substances [13]. Despite its simplicity, the diatomic model is still successfully used to calculate various anharmonic effects in solids [14]. An analogous approach is successfully used to explain various isotopic effects in all-boron lattices [1517].

Our recent studies [18, 19] were devoted to the calculations of the molar binding energy and dipole moments of planar boron clusters within the pair interactions approximation. As for the theoretical scheme of calculations of the chemical bond length in elemental planar clusters and its numerical realization in the boron case, corresponding results will be published elsewhere [20, 21].

Within the frame of the pair interactions approach, further refinement of the clusters’ binding energy and other ground-state parameters can be achieved by abandoning the requirement for equality of all the bond lengths. In this work, we aim to provide a general theoretical frame for studying the relative stability of small elemental clusters in the pair interactions approximation.

2 Binding energy and bonds polarity

In the first approximation within the pair-interactions approach, a real cluster Xn built of n ≥ 2 identical X-atoms located at certain distances from each other is modeled by the perfect cluster, in which the lengths of all the X– X bonds are equal. Denote this single structural parameter of the model as d0.

Suppose that the index i, numbers the atoms constituting the cluster, i = 1, . . . , n, and Ci is their respective coordination number. Now let the index ki, numbers the nearest neighboring atoms to the i-atom, ki = 1, . . . , Ci. If the energy of binding between the i- and ki-atoms is Eiki, the cluster molar binding energy in the initial approximation would be

(1)E=12ni=1i=nki=1ki=CiEiki.

Here, the factor 1/2 is introduced to correct the double sum which includes every pair twice. Denote riki as the radius-vector of ki-atom, drawn from the i-atom.

In the standard diatomic model, bond lengths and binding energies between each pair of adjacent atoms are equal, rikid0 and EikiE0, and it turns out that

(2)EE02ni=1i=nCi.

However, differences in the coordination numbers of atomic sites of a cluster – a finite structure of atoms – lead to the redistribution of the outer valence shell electrons’ charge and, as a result, to different binding energies Eiki of atomic pairs.

If the outer shell of an isolated X-atom contains ν electrons, the outer shell valence charge of the X-atom equals

(3)q=eν

(where e is the elementary charge). As for the total shared electron charge, it would be

(4)Q=enν.

Within the pair interactions approximation, it is obvious to assume that this charge between the atoms is divided proportionally to their coordination numbers:

(5)qi=enνCij=1j=nCj.

And the corresponding changes in atomic charges are:

(6)qiq=eν1nCij=1j=nCj.

This implies that the atoms develop non-zero, effective static atomic charges with charge numbers

(7)Zi=ν1nCij=1j=nCj,

respectively.

Consequently, the binding energy correction per atom related to the polarity of interatomic bonds is:

(8)E1=e28πε0ni=1i=nki=1ki=CiZiZkiriki

(ε0 is the electrical constant).

In the polarized structure, interatomic distances become non-equal: rikid0. It means that the initially perfect structure is converted into a quasi-perfect one. Anyway, relative radius-vectors of atomic sites should satisfy following relations:

(9)riki+rkili+rlii=0.

3 Equilibrium molar binding energy

Thus, we have obtained the cluster equilibrium molar binding energy in the pair interactions approach:

(10)E(riki)E0+E1==E02ni=1i=nCie28πε0ni=1i=nki=1ki=CiZiZkiriki.

The equilibrium bond lengths riki, accounting for the polarity of bonds under the constraints given by Eqs. (9), should be determined by minimizing the potential energy

(11)U(riki)==E02ni=1i=nCi+18ni=1i=nki=1ki=CiMω2(rikid0)2+e2ZiZkiπε0riki,

where M denotes the mass of the atom (consequently, M/2 is the reduced mass of the diatomic system) and ω is the cyclic frequency of relative vibrations of bonded pairs of atoms near the bond length of d0.

Minimization yields the following equation:

(12)i=1i=nki=1ki=Cirikirikirikid0e2ZiZki2πε0Mω2riki2+λiki=0,

where λiki stands for the Lagrange multipliers. These equations can be linearized taking into account that deviations of bond radius-vectors rikiin a polarized cluster, from their counterparts dikiin a non-polarized perfect cluster with equal lengths dikid0, are expected to be too small. Finally, we get a set of linear equations

(13)i=1i=nki=1ki=Ciriki1e2ZiZki2πε0Mω2riki3diki+λiki=0riki+rkili+rlii=0ki=1,,Cii=1,,n,

from which we find Lagrange multipliers λikiand then the radius-vectors rikiof the bonds.

For small clusters, i.e. with small numbers of equations in the set,solutions can be found easily. Inserting the obtained values of bond lengths riki into the expression of the molar binding energy E(riki ), one can find its value and estimate relative stability of atomic clusters.

4 Conclusions

In summary, on the basis of the pair interactions approximation and taking into account the possibility of polarization of bonding, even in elemental clusters if they are critically small, a set of linear equations is proposed which determines chemical bond lengths and directions in elemental clusters.

Solving this system allows the calculation of molar binding energies of elemental clusters and evaluation their relative stability.

References

[1] Boustani I., Theoretical prediction and experimental observation of boron quasi-planar clusters and single-wall nanotubes, In: 15th International Symposium on Boron, Borides and Related Compounds, August 21–26, 2005, Hamburg, Germany (University of Hamburg, Hamburg, 2005), 41-41.Search in Google Scholar

[2] Chkhartishvili L., Ch. 6: Micro- and nano-structured boron, In: Perkins G. L. (Ed.), Boron Compounds, Production and Application (Nova Science Publishers, New York, 2011), 221-294.Search in Google Scholar

[3] Chkhartishvili L., Nanoboron (An overview), Nano Studies, 3, 227-314 (2011).Search in Google Scholar

[4] Becker R., Chkhartishvili L., Martin P., Boron, the new graphene? Vac. Technol. w& Coat., 16, 38-44 (2015).Search in Google Scholar

[5] Chkhartishvili L., Ch. 7: Boron nanostructures – All-boron nanostructures, In: Kharisov B. I., Kharissova O. V., Ortiz– Mendez U. (Eds.), CRC Concise Encyclopedia of Nanotechnology (CRC Press, Boca Raton, 2016), 53-69.10.1201/b19457Search in Google Scholar

[6] Kiran B., Bulusu S., Zhai H.-J., Yoo S., Zeng X. Ch., Wang L.-Sh., Planar-to-tubular structural transition in boron clusters: B20 as the embryo of single-walled boron nanotubes, Proc. Natl. Acad. Sci. USA, 102, 961-964 (2005).10.1073/pnas.0408132102Search in Google Scholar PubMed PubMed Central

[7] An W., Bulusu S., Gao Y., Zeng X. C., Relative stability of planar versus double-ring tubular isomers of neutral and anionic boron clusters B20 and B20, J. Chem. Phys., 124, 154310 (1-6) (2006).10.1063/1.2187003Search in Google Scholar PubMed

[8] Wang L.-Sh., Probing the electronic structure and chemical bonding of boron clusters using photoelectron spectroscopy of size-selected cluster anions, In: 16th International Symposium on Boron, Borides and Related Materials, September 7–12, 2008, Matsue, Shimane, Japan (The University of Tokyo, Matsue, 2008), 61-61.Search in Google Scholar

[9] Boustani I., Structural transitions and properties of boron nanoclusters, In: 17th International Symposium on Boron, Borides and Related Materials, September 11–17, 2011, Istanbul, Turkey (Istanbul Technical University, Istanbul, 2011), 49-49.Search in Google Scholar

[10] Xu S.-J., Nilles J. M., Radisic D., Zheng W.-J., Stokes S., Bowen K. H., Becker R. C., Boustani I., Boron cluster anions containing multiple B12 icosahedra, Chem. Phys. Lett., 379, 282-286 (2003).10.1016/j.cplett.2003.07.020Search in Google Scholar

[11] Piazza Z. A., Hu H.-Sh., Li W.-L., Zhao Y.-F., Li J., Wang L.-Sh., Planar hexagonal B36 as a potential basis for extended single-atom layer boron sheets, Nat. Commun., 5, 3113 (1-15) (2014).10.1038/ncomms4113Search in Google Scholar PubMed

[12] Fermi E., Molecules and Crystals (Barth, Leipzig, 1938).Search in Google Scholar

[13] Novikova S. I., Thermal Expansion of Solids (Nauka, Moscow, 1974).Search in Google Scholar

[14] Slutsker A. I., Gilyarov V. L., Luk’yanenko A. S., Energy features of an adiabatically loaded anharmonic oscillator, Phys. Solid State, 48, 1947-1953 (2006).10.1134/S1063783406100222Search in Google Scholar

[15] Chkhartishvili L. S., Gabunia D. L., Tsagareishvili O. A., Effect of the isotopic composition on the lattice parameter of boron, Powd. Metall. & Met. Ceram., 47, 616-621 (2008).10.1007/s11106-008-9064-9Search in Google Scholar

[16] Gabunia D., Tsagareishvili O., Chkhartishvili L., Gabunia L., Isotopic composition dependences of lattice constant and thermal expansion of β-rhombohedral boron, J. Phys. Conf. Ser., 176, 012022 (1-10) (2009).10.1088/1742-6596/176/1/012022Search in Google Scholar

[17] Chkhartishvili L., Tsagareishvili O., Gabunia D., Isotopic expansion of boron, J. Metall. Eng., 3, 97-103 (2014).10.14355/me.2014.0303.01Search in Google Scholar

[18] Chkhartishvili L., Becker R., Effective atomic charges and dipole moment of small boron clusters, In: Proceedings of the International Conference and Exhibition on Advancedand and Nano Materials, August 12–14, 2015, Ottawa, Ontario, Canada (International Academy of Energy, Minerals and Materials, Ottawa, 2015), 130-147.Search in Google Scholar

[19] Chkhartishvili L., Becker R., Avci R., Relative stability of boron quasi-planar clusters, In: Darsavelidze G., Guldamashvili A., Chedia R., Sichinava A., Kadaria M. (Eds.), Proceedings of the International Conference on Advanced Materials and Technologies, October 21–23, 2015, Tbilisi, Georgia (Universal, Tbilisi, 2015), 42-46.Search in Google Scholar

[20] Chkhartishvili L., Planar clusters of identical atoms in equilibrium: 1. Diatomic model approach, Am. J. Nano Res. & Appl., Special Issue “Nanotechnologies” (2017, in press).Search in Google Scholar

[21] Chkhartishvili L., Planar clusters of identical atoms in equilibrium: 2. Boron structures, Am. J. Nano Res. & Appl., Special Issue “Nanotechnologies” (2017, in press).Search in Google Scholar

Received: 2016-9-13
Accepted: 2016-12-20
Published Online: 2016-12-30
Published in Print: 2016-1-1

© 2016 Levan Chkhartishvili

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 3.0 License.

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