- Nano Express
- Open Access

# Radial Corrugations of Multi-Walled Carbon Nanotubes Driven by Inter-Wall Nonbonding Interactions

- Xu Huang
^{1}, - Wentao Liang
^{1}and - Sulin Zhang
^{1}Email author

**Received:**6 August 2010**Accepted:**10 September 2010**Published:**30 September 2010

## Abstract

We perform large-scale quasi-continuum simulations to determine the stable cross-sectional configurations of free-standing multi-walled carbon nanotubes (MWCNTs). We show that at an inter-wall spacing larger than the equilibrium distance set by the inter-wall van der Waals (vdW) interactions, the initial circular cross-sections of the MWCNTs are transformed into symmetric polygonal shapes or asymmetric water-drop-like shapes. Our simulations also show that removing several innermost walls causes even more drastic cross-sectional polygonization of the MWCNTs. The predicted cross-sectional configurations agree with prior experimental observations. We attribute the radial corrugations to the compressive stresses induced by the excessive inter-wall vdW energy release of the MWCNTs. The stable cross-sectional configurations provide fundamental guidance to the design of single MWCNT-based devices and shed lights on the mechanical control of electrical properties.

## Keywords

- Carbon nanotubes
- Radial corrugation
- Quasi-continuum
- vdW interactions

## Introduction

The unique combination of mechanical, electronic, and biochemical properties of carbon nanotubes (CNTs) has found a wide range of applications as building blocks in micro(nano)-electro-mechanical systems (MEMS/NEMS) [1–6]. It has been experimentally demonstrated that mechanical deformation of CNTs is generally coupled with significant changes in the electronic and magnetic properties [4, 7, 8]. In addition, the structural stability of CNT-based devices has become a major concern in their applications. These have motivated continuing experimental [9–11] and numerical studies [12–20] on the stable morphologies of CNTs.

Because of their extremely large in-plane rigidity compared to their out-of-plane bending rigidity [21], graphene shells were frequently observed to undergo isometric deformation, featuring local folds [12, 15–18, 22–26]. Previous analyses showed that single-walled carbon nanotubes (SWCNTs) may undergo beam or shell buckling under bending [23, 25], compression [23], or twisting [23, 24], depending on the aspect ratio of the tube. However, due to the presence of inter-wall van der Waals (vdW) interactions, the physical mechanisms governing the instability of multi-walled carbon nanotubes (MWCNTs), composed of concentric graphene shells, appear to be more complex [12, 15–18, 27]. For example, wave-like periodic ripplings appear in twisted MWCNT [18], and Yoshimura patterns are present in a bent MWCNT [15, 17]. It has been elucidated that these unique deformation patterns are driven by the in-plane strain energy release, penalized by the inter-wall vdW energies [16, 18, 27, 28]. Under pure bending or compression, MWCNTs with inter-wall covalent bridges exhibit evolving morphologies [17]. More recently, we have showed that helically arranged diamond pattern appears in thick, uniaxially compressed MWCNTs [16]. The helically arranged diamond pattern appears to be a coordinated deformation morphology of the rigid inner walls and compliant outer walls in the MWCNTs.

To date, theoretical analyses of the single MWCNTs have been largely based upon the assumption of perfect circular cross-sections [29, 30]. Whereas numerical studies [18, 28, 31, 32] predicted that noncircular cross-sectional shapes may be energetically favorable in certain conditions. For example, when bringing two CNTs into close contact, the contact region of the CNTs is fattened [19, 31, 33, 34] to favor inter-tube adhesion energy. Under hydrostatic pressure, cross-sectional shape transformation of MWCNTs from circular to polygonal configurations was observed [28]. Recent experiments reported that MWCNTs synthesized in the presence of nitrogen are constituted of walls with uniform chirality and their cross-sections are of polygonal shapes rather than circular shapes [35, 36]. It has been also observed in the experiments that a narrow inner core remains circular while a wide inner core is elongated with facets. It was argued that the polygonal shapes were stabilized in favor of the inter-wall adhesion energy due to the increased inter-wall commensuration. It was also suspected that polygonization may result from the interlayer thermal contraction upon cooling from the synthesis temperature [35].

Motivated by the experiments, in this article, we employ the quasi-continuum method [14, 37] to determine the stable cross-sectional configurations of free-standing MWCNTs with different inter-wall spacings and different radii of innermost walls. We show that both factors play significant roles in regulating the cross-sectional configurations of the MWCNTs. Our simulations show that the cross-sections of the free-standing MWCNTs deviate from the normal circular shape and may be stabilized at polygonal or water-drop-like shapes, depending on the inter-wall spacings. In addition, when the radius of the innermost wall in an MWCNT is beyond a critical value, the cross-sections of the MWCNTs may also be stabilized at polygonal shapes and the extent of cross-section polygonization is even greater. These modeling results agree with prior experimental observations. We attribute the stable corrugated cross-sections to the compressive stress induced by the release of the excessive inter-wall vdW energies in the MWCNTs.

The rest of the paper is organized as follows. "Methodology" section briefly introduces the quasi-continuum method. In "Simulation Results" section, we present our simulation results and elucidate the deformation mechanisms. Conclusion remarks are presented in the last section.

## Methodology

*r*

_{ ij }is the distance between atoms

*i*and

*j*,

*V*

^{ R }and

*V*

^{ A }are the pairwise repulsive and attractive interactions, respectively,

*B*

_{ ij }is the bond-order function that has a complicated dependence on the bond angles and bond lengths involving atoms

*i*and

*j*. The inter-wall vdW interaction is described by a Lennard–Jones (LJ) potential with the parameters given by Girifalco et al. [41], as

where *r* is the interatomic distance, κ = 2.7 is a dimensionless constant, *r*_{0} = 1.42 Å is the equilibrium bond length and ∈ = 15.2 eV Å^{6}.

**A**into a deformed one

**a**. Through a local approximation of the exponential map [14], the deformed lattice vectors and the angles between two lattice vectors can be analytically represented in terms of the continuum deformation measures of the surface, i.e.,

**C**and

**K**, the stretch and curvature tensors, respectively. Considering a representative unit cell of area ${S}_{0}=(3\sqrt{3}/2)\left|\right|A|{|}^{2}$ in the graphene lattice, the kinematic link allows analytically determining the hyperelastic strain energy from the underlying interatomic potentials, as

**a**and α represent generic lattice vectors and angles between lattice vectors, respectively. The continuum representation of the covalent binding energy for the walls in an MWCNT subject to the deformation map φ that maps from the undeformed to deformed configurations is

where **X** is a material point in the undeformed configuration, ω^{
i
} is the surface area of *i* th wall in an *n*-walled MWCNT.

where **X**_{
i
} and **X**_{i+1} are the two material points that are on the *i* th and (*i* + 1)th shells, respectively, in the MWCNT; ${\Omega}_{0}^{i}$ and ${\Omega}_{0}^{i+1}$ are the surfaces of the *i* th and (*i* + 1)th shells, respectively.

Based on the coarse-grained constitutive relations for both the bonding and vdW interactions, the constituent shells of the MWCNTs are discretized by finite elements. As extensively tested [12, 14–18, 43], the coarse-grained model accurately reproduces atomistic simulations; the computational efficiency is improved by about two orders of magnitude when compared to its atomistic counterpart. It should be pointed out that the quasi-continuum method described here is incapable of studying the deformation of defected CNTs, which has been a topic of active research [38, 44–50] for the last decade.

## Simulation Results

In the experiments of Ducati et al. [35], the constituent graphene shells of the synthesized MWCNTs are isochiral and likely either zigzag or armchair walls. The measured inter-wall spacings are 0.355 ± 0.009 nm. To determine the effect of inter-wall spacings on the stable cross-sectional configurations of free-standing MWCNTs, the choice of the MWCNTs to be studied is guided by the experimental settings. Three sets of MWCNTs with isochiral walls, indexed by (5,5)/(10,10)/.../(5*n*,5*n*), (9,0)/(18,0)/.../(9*n*,0), and (2,8)/(4,16)/.../(2*n*,8*n*), are chosen for our studies, where *n* is the number of walls in the MWCNTs. All the MWCNTs are 20 nm long. Based on the tube chirality, the three sets of MWCNTs are characterized as armchair (AC), zigzag (ZG), and chiral (CH) MWCNTs, respectively. For each set, five MWCNTs are chosen for our studies with the numbers of walls being 5, 10, 15, 20, and 25. It is useful to remember that the diameter of an (*a*, *b*) SWCNT is given approximately by $0.0783\sqrt{{a}^{2}+ab+{b}^{2}}$ nm. Prior to structural optimization, the initial cross-sections of all the MWCNTs are of circular shape and the inter-wall spacings are 0.339, 0.352, and 0.359 nm for the AC, ZG, and CH MWCNTs, respectively. One notes that the initial inter-wall spacings of ZG and CH MWCNTs are 0.12 and 0.19 nm, respectively, larger than the equilibrium spacing of two graphene sheets (0.34 nm) set by the inter-wall vdW interaction potential described by Eq. 2. To obtain the equilibrium configurations, the MWCNTs are fully relaxed free of any constraints using a limited-memory Broyden-Fletcher-Goldfarb-Shanno (BFGS) algorithm [51].

We next elucidate the deformation energetics of the MWCNTs. Regarding the walls as thin shells, the total energy of an MWCNT is the sum of the inter-wall vdW interaction energy, the out-of-plane bending energy, and the in-plane stretching energy. Because of the much higher in-plane stiffness of the graphene walls, in-plane stretching is not an energetically favorable mode. The deformation morphology of an MWCNT free of external loads is a result of the competition between the inter-wall vdW interaction energy and the out-of-plane bending energy. Since the unrelaxed inter-wall spacings for both ZG and CH MWCNTs are higher than the equilibrium inter-wall spacing (0.34 nm) set by the vdW interactions, the excessive inter-wall vdW interaction imposes a compressive stress on the walls. As a result, the MWCNTs are bent to release the inter-wall vdW interaction energy, which drives the polygonization of the cross-sections of the MWCNTs. For the CH MWCNTs, the inter-wall spacing is the largest and so is the driving force for the shape transformation. As a result, the large driving force leads to shape symmetry breaking, and the cross-sections are stabilized at a water-drop-like shape. It should be noted that for the simulations in Figure 1, because of the inner walls are very rigid, it is energetically very costly even to bend these walls. Thus, these inner walls remain circular shapes.

*n*,0). In each row from left to right, the numbers of walls left in the MWCNTs are 5, 10, 15, 20, and 25.

Prior to structural optimization, the radii of the innermost walls are 2.1, 3.8, and 5.6 nm for 5-wall, 10-wall, and 15-wall removed MWCNTs, respectively. As shown in Figure 3, upon energy relaxation, the cross-sections of all the MWCNTs are transformed from circular to polygonal shapes with flattened sides. The cross-sectional shapes in Figure 3h and 3m agree well with reported experimental results [35, 52]. A general trend is observed: along each column from top to bottom or along each row from left to right, the configurations of the innermost walls deviate progressively further from the circular shape. These morphological evolutions are generally due to the competition of the inter-wall vdW energy release and the out-of-plane bending penalty, as discussed earlier. Along each column from top to bottom, with increasing radius of the innermost walls, the innermost walls and the whole MWCNTs are increasingly more complaint, and thus easier to bend to facilitate inter-wall vdW energy release. While along each row from left to right, with increasing wall numbers, the increasingly more excessive inter-wall vdW energy imposes progressively higher compressive stress onto the innermost walls, thereby inducing larger deformation from their circular shape.

## Conclusions

We have performed large-scale quasi-continuum simulations on the stable cross-sectional configurations of MWCNTs. Our simulations show that both the inter-wall spacing and the radius of the innermost wall play important roles in regulating the stable cross-sectional configurations of the MWCNTs. The relaxed cross-sectional configurations agree well with prior experimental observations. We attribute the shape transformations to the inter-wall vdW interaction energy release, penalized by the increase of the wall bending energy. This deformation mechanism is opposite to that in bent, twisted, and compressed MWCNTs, where the deformation morphologies such as wave-like periodic rippling and Yoshimura pattern are driven by the in-plane strain energy release, but penalized by the increase of the inter-wall vdW interaction energy [16–18].

It should be pointed out that from our simulations, the cross-sectional corrugations occur only for MWCNTs for which inter-wall vdW interactions are present. This may explain that cross-sectional corrugations were rarely reported for MWCNTs in previous all-atom simulations since such thick MWCNTs are typically beyond the access of all-atom simulations. Given the intimate coupling between the deformation morphologies and the electrical/magnetic properties of CNTs, the predicted stable cross-sectional configurations provide fundamental guidance to tailor the electrical properties of MWCNTs.

## Declarations

### Acknowledgements

We gratefully acknowledge the grant support from the National Science Foundation grant under award No. 0600661.

## Authors’ Affiliations

## References

- Baughman RH, Zakhidov AA, de Heer WA:
**Carbon nanotubes—the route toward applications.***Science*2002,**297**(5582):787–792. 10.1126/science.1060928View ArticleGoogle Scholar - Papadakis SJ, Hall AR, Williams PA, Vicci L, Falvo MR, Superfine R, Washburn S:
**Resonant oscillators with carbon-nanotube torsion springs.***Phys Rev Lett*2004,**93**(14):146101. 10.1103/PhysRevLett.93.146101View ArticleGoogle Scholar - Poncharal P, Wang ZL, Ugarte D, de Heer WA:
**Electrostatic deflections and electromechanical resonances of carbon nanotubes.***Science*1999,**283**(5407):1513–1516. 10.1126/science.283.5407.1513View ArticleGoogle Scholar - Tombler T, Zhou C, Alexseyev L:
**Reversible electromechanical characteristics of carbon nanotubes under local-proble manipulation.***Nature*2000,**405:**769–772. 10.1038/35015519View ArticleGoogle Scholar - Zhang SL, Liu WK, Ruoff RS:
**Atomistic simulations of double-walled carbon nanotubes (DWCNTs) as rotational bearings.***Nano Lett*2004,**4**(2):293–297. 10.1021/nl0350276View ArticleGoogle Scholar - Kolmogorov AN, Crespi VH:
**Smoothest bearings: interlayer sliding in multiwalled carbon nanotubes.***Phys Rev Lett*2000,**85**(22):4727–4730. 10.1103/PhysRevLett.85.4727View ArticleGoogle Scholar - Crespi VH, Cohen ML, Rubio A:
**In situ band gap engineering of carbon nanotubes.***Phys Rev Lett*1997,**79**(11):2093–2096. 10.1103/PhysRevLett.79.2093View ArticleGoogle Scholar - Hall AR, Falvo MR, Superfine R, Washburn S:
**Electromechanical response of single-walled carbon nanotubes to torsional strain in a self-contained device.***Nat Nanotechnol*2007,**2**(7):413–416. 10.1038/nnano.2007.179View ArticleGoogle Scholar - Huang JY, Chen S, Wang ZQ, Kempa K, Wang YM, Jo SH, Chen G, Dresselhaus MS, Ren ZF:
**Superplastic carbon nanotubes—conditions have been discovered that allow extensive deformation of rigid single-walled nanotubes.***Nature*2006,**439**(7074):281. 10.1038/439281aView ArticleGoogle Scholar - Waters JF, Guduru PR, Jouzi M, Xu JM, Hanlon T, Suresh S:
**Shell buckling of individual multiwalled carbon nanotubes using nanoindentation.***Appl Phys Lett*2005,**87**(10):103109. 10.1063/1.2012530View ArticleGoogle Scholar - Yap HW, Lakes RS, Carpick RW:
**Mechanical instabilities of individual multiwalled carbon nanotubes under cyclic axial compression.***Nano Lett*2007,**7**(5):1149–1154. 10.1021/nl062763bView ArticleGoogle Scholar - Arias I, Arroyo M:
**Size-dependent nonlinear elastic scaling of multiwalled carbon nanotubes.***Phys Rev Lett*2008,**100**(8):085503. 10.1103/PhysRevLett.100.085503View ArticleGoogle Scholar - Arroyo M, Arias I:
**Rippling and a phase-transforming mesoscopic model for multiwalled carbon nanotubes.***J Mech Phys Solids*2008,**56**(4):1224–1244. 10.1016/j.jmps.2007.10.001View ArticleGoogle Scholar - Arroyo M, Belytschko T:
**An atomistic-based finite deformation membrane for single layer crystalline films.***J Mech Phys Solids*2002,**50**(9):1941–1977. 10.1016/S0022-5096(02)00002-9View ArticleGoogle Scholar - Arroyo M, Belytschko T:
**Nonlinear mechanical response and rippling of thick multiwalled carbon nanotubes.***Phys Rev Lett*2003,**91**(21):215505. 10.1103/PhysRevLett.91.215505View ArticleGoogle Scholar - Huang X, Yuan HY, Hsia KJ, Zhang SL:
**Coordinated buckling of thick multi-walled carbon nanotubes under uniaxial compression.***Nano Res*2010,**3**(1):32–42. 10.1007/s12274-010-1005-5View ArticleGoogle Scholar - Huang X, Zhang SL:
**Load-driven morphological evolution in covalently bridged multiwalled carbon nanotubes.***Appl Phys Lett*2010,**96**(20):203106. 10.1063/1.3428581View ArticleGoogle Scholar - Huang X, Zou J, Zhang SL:
**Bilinear responses and rippling morphologies of multiwalled carbon nanotubes under torsion.***Appl Phys Lett*2008,**93**(3):031915. 10.1063/1.2965800View ArticleGoogle Scholar - Zhang SL, Khare R, Belytschko T, Hsia KJ, Mielke SL, Schatz GC:
**Transition states and minimum energy pathways for the collapse of carbon nanotubes.***Phys Rev B*2006,**73**(7):075423. 10.1103/PhysRevB.73.075423View ArticleGoogle Scholar - Zou J, Huang X, Arroyo M, Zhang SL:
**Effective coarse-grained simulations of super-thick multi-walled carbon nanotubes under torsion.***J Appl Phys*2009,**105:**033516. 10.1063/1.3074285View ArticleGoogle Scholar - Lee C, Wei XD, Kysar JW, Hone J:
**Measurement of the elastic properties and intrinsic strength of monolayer graphene.***Science*2008,**321**(5887):385–388. 10.1126/science.1157996View ArticleGoogle Scholar - Shenoy VB, Reddy CD, Ramasubramaniam A, Zhang YW:
**Edge-stress-induced warping of graphene sheets and nanoribbons.***Phys Rev Lett*2008,**101**(24):4. 10.1103/PhysRevLett.101.245501View ArticleGoogle Scholar - Yakobson BI, Brabec CJ, Bernholc J:
**Nanomechanics of carbon tubes: instabilities beyond linear response.***Phys Rev Lett*1996,**76**(14):2511–2514. 10.1103/PhysRevLett.76.2511View ArticleGoogle Scholar - Cao GX, Chen X:
**Buckling behavior of single-walled carbon nanotubes and a targeted molecular mechanics approach.***Phys Rev B*2006,**74**(16):165422. 10.1103/PhysRevB.74.165422View ArticleGoogle Scholar - Vodenitcharova T, Zhang LC: Mechanism of bending with kinking of a single-walled carbon nanotube. Phys Rev B 2004.,69(11): 10.1103/PhysRevB.69.115410Google Scholar
- Pantano A, Boyce MC, Parks DM:
**Nonlinear structural mechanics based modeling of carbon nanotube deformation.***Phys Rev Lett*2003,**91**(14):145504. 10.1103/PhysRevLett.91.145504View ArticleGoogle Scholar - Li XY, Yang W, Liu B:
**Bending induced rippling and twisting of multiwalled carbon nanotubes.***Phys Rev Lett*2007,**98**(20):205502. 10.1103/PhysRevLett.98.205502View ArticleGoogle Scholar - Shima H, Sato M:
**Multiple radial corrugations in multiwalled carbon nanotubes under pressure.***Nanotechnology*2008,**19**(49):8. 10.1088/0957-4484/19/49/495705View ArticleGoogle Scholar - Ru CQ:
**Column buckling of multiwalled carbon nanotubes with interlayer radial displacements.***Phys Rev B*2000,**62**(24):16962–16967. 10.1103/PhysRevB.62.16962View ArticleGoogle Scholar - Han Q, Lu GX:
**Torsional buckling of a double-walled carbon nanotube embedded in an elastic medium.***Eur J Mech A Solids*2003,**22**(6):875–883. 10.1016/j.euromechsol.2003.07.001View ArticleGoogle Scholar - Ruoff RS, Tersoff J, Lorents DC, Subramoney S, Chan B:
**Radial deformation of carbon nanotubes by Van-Der-Waals forces.***Nature*1993,**364**(6437):514–516. 10.1038/364514a0View ArticleGoogle Scholar - Tersoff J, Ruoff RS:
**Structural-properties of a carbon-nanotube crystal.***Phys Rev Lett*1994,**73**(5):676–679. 10.1103/PhysRevLett.73.676View ArticleGoogle Scholar - Arroyo M, Belytschko T:
**A finite deformation membrane based on inter-atomic potentials for the transverse mechanics of nanotubes.***Mech Mater*2003,**35**(3–6):193–215. 10.1016/S0167-6636(02)00270-3View ArticleGoogle Scholar - Pantano A, Parks DM, Boyce MC:
**Mechanics of deformation of single- and multi-wall carbon nanotubes.***J Mech Phys Solids*2004,**52**(4):789–821. 10.1016/j.jmps.2003.08.004View ArticleGoogle Scholar - Ducati C, Koziol K, Friedrichs S, Yates TJV, Shaffer MS, Midgley PA, Windle AH:
**Crystallographic order in multi-walled carbon nanotubes synthesized in the presence of nitrogen.***Small*2006,**2**(6):774–784. 10.1002/smll.200500513View ArticleGoogle Scholar - Koziol K, Shaffer M, Windle A:
**Three-dimensional internal order in multiwalled carbon nanotubes grown by chemical vapor deposition.***Adv Mater*2005,**17**(6):760. 10.1002/adma.200401791View ArticleGoogle Scholar - Arroyo M, Belytschko T:
**Finite element methods for the non-linear mechanics of crystalline sheets and nanotubes.***Int J Numer Methods Eng*2004,**59**(3):419–456. 10.1002/nme.944View ArticleGoogle Scholar - Belytschko T, Xiao SP, Schatz GC, Ruoff RS:
**Atomistic simulations of nanotube fracture.***Phys Rev B*2002,**65**(23):235430. 10.1103/PhysRevB.65.235430View ArticleGoogle Scholar - Brenner DW, Shenderova OA, Harrison JA, Stuart SJ, Ni B, Sinnott SB:
**A second-generation reactive empirical bond order (REBO) potential energy expression for hydrocarbons.***J Phys Condens Matter*2002,**14**(4):783–802. 10.1088/0953-8984/14/4/312View ArticleGoogle Scholar - Shenderova OA, Brenner DW, Omeltchenko A, Su X, Yang LH:
**Atomistic modeling of the fracture of polycrystalline diamond.***Phys Rev B*2000,**61**(6):3877–3888. 10.1103/PhysRevB.61.3877View ArticleGoogle Scholar - Girifalco LA, Hodak M, Lee RS:
**Carbon nanotubes, buckyballs, ropes, and a universal graphitic potential.***Phys Rev B*2000,**62**(19):13104–13110. 10.1103/PhysRevB.62.13104View ArticleGoogle Scholar - Liu WK, Karpov EG, Zhang S, Park HS:
**An introduction to computational nanomechanics and materials.***Comput Methods Appl Mech Eng*2004,**193**(17–20):1529–1578. 10.1016/j.cma.2003.12.008View ArticleGoogle Scholar - Arroyo M, Belytschko T:
**Finite crystal elasticity of carbon nanotubes based on the exponential Cauchy–Born rule.***Phys Rev B*2004,**69**(11):115415. 10.1103/PhysRevB.69.115415View ArticleGoogle Scholar - Dumitrica T, Hua M, Yakobson BI:
**Symmetry-, time-, and temperature-dependent strength of carbon nanotubes.***Proc Natl Acad Sci USA*2006,**103**(16):6105–6109. 10.1073/pnas.0600945103View ArticleGoogle Scholar - Khare R, Mielke SL, Paci JT, Zhang SL, Ballarini R, Schatz GC, Belytschko T:
**Coupled quantum mechanical/molecular mechanical modeling of the fracture of defective carbon nanotubes and graphene sheets.***Phys Rev B*2007,**75**(7):075412. 10.1103/PhysRevB.75.075412View ArticleGoogle Scholar - Mielke SL, Troya D, Zhang S, Li JL, Xiao SP, Car R, Ruoff RS, Schatz GC, Belytschko T:
**The role of vacancy defects and holes in the fracture of carbon nanotubes.***Chem Phys Lett*2004,**390**(4–6):413–420. 10.1016/j.cplett.2004.04.054View ArticleGoogle Scholar - Mielke SL, Zhang S, Khare R, Ruoff RS, Belytschko T, Schatz GC:
**The effects of extensive pitting on the mechanical properties of carbon nanotubes.***Chem Phys Lett*2007,**446**(1–3):128–132. 10.1016/j.cplett.2007.08.033View ArticleGoogle Scholar - Zhang S, Zhu T:
**Atomic geometry and energetics of carbon nanotube necking.***Phil Mag Lett*2007,**87**(8):567–574. 10.1080/09500830701370799View ArticleGoogle Scholar - Zhang SL, Mielke SL, Khare R, Troya D, Ruoff RS, Schatz GC, Belytschko T:
**Mechanics of defects in carbon nanotubes: atomistic and multiscale simulations.***Phys Rev B*2005,**71**(11):115403. 10.1103/PhysRevB.71.115403View ArticleGoogle Scholar - Zhang SL, Zhu T, Belytschko T:
**Atomistic and multiscale analyses of brittle fracture in crystal lattices.***Phys Rev B*2007,**76**(9):094114. 10.1103/PhysRevB.76.094114View ArticleGoogle Scholar - Liu DC, Nocedal J:
**On the limited memory Bfgs method for large-scale optimization.***Math Program*1989,**45**(3):503–528. 10.1007/BF01589116View ArticleGoogle Scholar - Zhang XF, Zhang XB, Vantendeloo G, Amelinckx S, Debeeck MO, Vanlanduyt J:
**Carbon nano-tubes—their formation process and observation by electron-microscopy.***J Cryst Growth*1993,**130**(3–4):368–382. 10.1016/0022-0248(93)90522-XView ArticleGoogle Scholar

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