Sherif Abdulkader
Tawfik
Applied Artificial Intelligence Institute, Deakin University, Geelong, Victoria 3216, Australia. E-mail: abbas@deakin.edu.au
First published on 15th October 2024
Geometrical frustration results from the packing of constituents in a lattice, where the constituents have conflicting forces. The phenomenon is known in glass materials, and this work expands the concept of geometrical frustration into the realm of van der Waals two-dimensional materials. Using density functional theory with the r2SCAN + rVV10 exchange–correlation potential, we find a number of two-dimensional heterostructures with alternating strains, where one layer is strained and the adjacent layer is compressed. We adopted three structural stability criteria to find synthesisable candidate materials: phonon dispersion of the individual layers, comparing the thermodynamic stability of this class of materials, frustrated van der Waals heterostructures, with the non-frustrated counterparts, and ab initio molecular dynamics simulations. These criteria were applied to 7 frustrated van der Waals heterostructures, identifying one material that is potentially stable. We discuss possible fabrication pathways for creating this class of materials.
Our work was motivated by the question: what if one layer was strained, while the other was compressed? Naively speaking, in such a configuration, one layer will laterally force the crystal to expand, while the other layer will force it to contract. We present a schematic for this setup in Fig. 1. Would such conflicting strain, or strain frustration, bring about equilibrium structures? That is, would strain frustration reduce the total energy of the unstrained (non-frustrated) bilayer? We attempt to answer this question by generating a number of hybrid 2DvdW materials and optimizing their atomic and lattice structures using density functional theory (DFT). To attain high accuracy in predicting the total energies of van der Waals systems, we apply the r2SCAN + rVV10 exchange–correlation potential,8 which combines the r2SCAN meta-GGA9 and the rVV10 van der Waals non-local correlation correction. The r2SCAN meta-GGA has been the method of choice for the online materials database Materials Project10 because of its accuracy advantage compared with SCAN and rSCAN. The combination r2SCAN + rVV10 has demonstrated particularly high accuracy for a range of 2D materials.8 The recent work by Kothakonda et al.11 has shown that r2SCAN + rVV10 is generally recommended for the discovery of new layered materials.
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Fig. 1 A schematic illustration of the structure of a frustrated van der Waals heterostructure: it is possible to achieve stability when alternating layers experience opposing strains. |
We screened the C2DB database for highly stable monolayers (thermodynamically and dynamically stable) and re-optimized the monolayers using DFT as implemented in the VASP version 5.4.4 code within the r2SCAN meta-GGA exchange–correlation potential. All of our optimisation calculations are spin-polarized, with a plane-wave basis set cut-off of 520 eV, the energy tolerance of 10−6 eV, and the force tolerance of 10−2 eV Å−1. We searched for bilayers where the lattice mismatch is less than 1% for the creation of both the non-frustrated (zero strain) and the frustrated bilayers. In frustrated bilayers, one layer is strained by +5% while the other by −5%. We apply the following procedure to find pairs of frustrated and non-frustrated bilayers: we retrieve all pairs of 2D materials from the C2DB database that can form commensurate supercells with a lattice mismatch <1% for the unstrained layers, as well as the same layers with strains of +5% and −5%. The maximum size of the supercell for each layer in the bilayer is 5 × 5 to limit the computational complexity.
We applied three criteria to identify stable FvdWHs:
1. For each of the monolayers obtained thus far, we compute the phonon dispersion for the 2 × 2 using the finite difference approach, and compute the dynamical matrix and the phonon band structure using the phonopy package.12 We then exclude monolayers that have imaginary modes within the Brillouin zone for strained and unstrained monolayer unit cells. The computed phonon band structures are displayed in Table S1 in the ESI,† both for the dynamically stable and unstable monolayers.
2. For the bilayers formed from dynamically stable monolayers, we have computed the difference in total energy/atom, ΔEf–n, between the frustrated and the non-frustrated supercells, which is given by ΔEf–n = Ef/nf − En/nn where Ef, En are the total energy of the frustrated and non-frustrated supercells, respectively, and nf and nn are the number of atoms in the frustrated and non-frustrated supercells, respectively. The results are displayed in Table 1.
Layer 1 (+5%) | Layer 2 (−5%) | ΔEf–n | E b f | E b n | E g f | E g n | Layer 1 aopt | Layer 1 bopt | Layer 2 aopt | Layer 2 bopt | AIMD |
---|---|---|---|---|---|---|---|---|---|---|---|
BaICl | Hf3Se2 | −241 | −60 | −76 | 0 | 0 | 12.1 | 12.1 | 0.6 | 0.6 | No |
BiSI | Ti3C2O2 | −182 | −29 | −54 | 0 | 0 | 10.8 | 10.9 | −0.6 | −0.5 | No |
YSI | Hf4C3O2 | −180 | −2 | −37 | 0 | 0 | 10.7 | 10.7 | −0.8 | −0.7 | Yes |
BaICl | ZrSiSe | −169 | −52 | −64 | 0 | 0 | 12.2 | 12.2 | 0.6 | 0.6 | No |
BaICl | MnSe2 | −123 | −56 | −75 | 0 | 0 | 9.5 | 9.5 | −1.7 | −1.7 | No |
PbSe2 | Y2NCl2 | −115 | −42 | −83 | 0 | 0 | 9.8 | 9.8 | −1.5 | −1.5 | No |
YSI | VSe2 | +37 | −30 | −79 | 0 | 0 | 7.6 | 7.6 | −3.4 | −3.4 | Yes |
3. For the above bilayers, we have further scrutinised the stability of the materials by performing ab initio molecular dynamics (AIMD) simulations. We perform the AIMD simulations using the spin-unpolarised PBE GGA exchange correlation potential13 with a plane-wave basis set cut-off of 450 eV, and at the Γ point. The simulation temperature was 300 K, using the Nose–Hoover thermostat14,15 and a time-step of 1 fs. We display the evolution of the temperature as a function of time for each of the bilayers is in Table S2 of the ESI.†
All of the monolayers in Table 1 are dynamically stable in the unstrained and ±5% strained states except for Ti3C2O2, which is dynamically stable in the unstrained and +5% strained states, but is dynamically unstable in the −5% strained case, as shown in Table S1 in the ESI.† We have provided results for bilayers with dynamically unstable monolayers in Table S3 in the ESI.†
To examine the impact of frustration on the van der Waals force, we compute the van der Waals binding energy of a frustrated bilayer Efb per atom using the formula Efb = (Ef − Ef1− Ef2)/n where Ef1 is the total energy of Layer 1, and Ef2 is the total energy of Layer 2. Likewise, for the non-frustrated bilayers, Enb is calculated using Enb = (Ef − En1− En2)/n. The values of Efb and Enb are displayed in Table 1.
Indeed, we find a number of FvdWHs that are energetically more stable than their corresponding non-frustrated structures. Table 1 displays the values of ΔEf–n for the bilayers, showing that strain frustration can either enhance the thermodynamic stability (top part of Table 1) or reduce it (bottom part of Table 1). At the top of the table, frustration significantly contributes to the stability of the BaICl|Hf3Se2 bilayer, which has the lowest energy/atom (−241 meV per atom) and displayed in Fig. 2(a and b). The frustration did not have a large impact on the nature of the interlayer vdW binding, given that this binding in the frustrated case is −60 meV per atom compared to the value of −76 meV per atom in the non-frustrated case. However, frustration had varied consequences on the stability as well as the magnitude of the vdW binding in the rest of the materials in Table 1.
Starting from a frustrated configuration where both lattice constants a and b of Layer 1 is strained by +5% and Layer 2 by −5% (biaxial strain), the lattice optimisation of the frustrated bilayers resulted in deviation of the lattice parameters of the individual layers from the initial strained values. The strain on a and b lattice parameters of the individual layers (Layer 1 and Layer 2) after optimisation are displayed in Table 1, which we identify as aopt and bopt. Extreme deviations were observed in the case of BaICl|Hf3Se2 and BaICl|ZrSiSe, where BaICl, which was initially strained by +5%, was further stretched, or over-powered, by Layer 2. The fragility of BaICl can be observed in Fig. 2(a), showing that the excessive stretching has resulted in the breakdown of the lattice structure of BaICl. In the case of YSI|VSe2, the two layers reached a trade-off strain that is close to the initial ±5%: the initially compressed layer released its compression by stretching the other layer, reaching a biaxial −3.4% strain, while the other layer reached a biaxial strain of +7.6%. Only the bilayer BaAgBrO|Sc3N2F2 exhibited a deviation from biaxial strain: the strain on a was different from that on b for both layers. For the rest of the bilayers, Layer 1 was over-powered by Layer 2; the layer that was initially compressed has released its compression, resulting in over-straining the other layer.
The results in Table 1 show that strain frustration can enhance the thermodynamic stability while enhancing the interlayer binding, such as in the case of BaAgBrO|Sc3N2F2, or it can enhance the thermodynamic stability while reducing the interlayer binding energy, such as in all other 6 cases. BaAgBrO|Sc3N2F2, displayed in Fig. 2(c and d) is particularly interesting because the non-frustrated structure is slightly repulsive, where the interlayer binding energy is +16 meV per atom. However, by inspecting the frustrated and non-frustrated structures, the weakened interlayer binding could be caused by the significant structural disorder in BaICl, as shown in Fig. 2.
The overall result of Table 1 is the emergence of two stable FvdWHs: BaAgBrO|Sc3N2F2 and YSI|Hf4C3O2, which meet the three stability criteria. We display the structure of these two bilayers in Fig. 3.
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Fig. 3 The atomic structure of the most stable bilayers in their frustrated state: (a) BaAgBrO|Sc3N2F2 and (b) YSI|Hf4C3O2, showing the temperature T and the duration of the AIMD simulation (t). |
Is it possible to realise frustrated 2D materials? In flexible electronics, a recently implemented frustrated-bilayer structure has applied a similar concept: one wavey layer is a stretchable elastomer layer, which is pre-stretched before a 2D material is transferred to it.7 When the stretching is released, the combined bilayer develops an out-of-plane wavey structure. This wavey structure is essentially a frustrated bilayer in which the elastomer layer's tendency to contract is resisted by the target 2D material's tendency to expand. However, unlike the frustration examined in this work, the bilayer preserves it flat structure, except for a few cases where the structural integrity is compromised, such as in Fig. 2(a). For the frustrated bilayers in this work to be stacked, one 2D layer, layer A, must be pre-stretched by a biaxial strain of a% and then stacked on the pre-compressed second 2D layer, layer B, which is compressed by a biaxial strain of b% (noting that b = −a). Lateral compression of a 2D material (layer B) might lead to buckling, and hence a more suitable scheme would be to stack the pre-stretched layer (layer A) on an unstrained layer B, such as layer A is pre-stretched by a biaxial strain of a + |b|%. This setup assumes that layer A can actually be stretched by a + |b|%, which amounts to ∼10% for the bilayers in Table 1. Biaxial strain of MoS2 up to 8% was reported by Blundo et al.,16 which is close to its rapture strain, Zhang et al.17 realised a strain of 8% the Zr2CO2 MXene structure, and a number of other strains and straining setups were reviewed in ref. 18. Deep elastic strain, which is overstraining 2D materials beyond ½ of the material's theoretical strength, was realised for graphene, hexagonal boron nitride, MoS2 and WoS2.19 Thus, it is technologically possible to overstrain a 2D layers by a + |b|% before binding it to another 2D layer. Note that, generally, a does not necessarily have to be equal to −b; the strain values a and b should be obtained by DFT computations, such as in the present work. Additionally, the layers do not necessarily have to be different; it might be possible that applying opposing strains to multilayer graphene or hexagonal boron nitride might result in a FvdWH. Also, different straining schemes, whether uniaxial, biaxial, or shear strains, should be examined. The fact that 6 out of 7 structures in Table 1 are more energetically stable when frustrated means that frustration can be a novel approach for creating new stable layered materials. Given that, in principle, the frustrated bilayer can have a different electronic bandgap from the unfrustrated bilayer, as examined in Fig. S1 and Table S3 of the ESI,† FvdWHs can be a platform for electronic bandgap tuning.
While the above setup can be feasible for stacking bilayers, it might not be directly applicable for bulk structures, as is the case in the structures predicted in the present work. Generally, the synthesis of hybrid 2DvdW bulk materials, or 2DvdW superlattices, is indeed more challenging than stacking 2DvdW bilayers.20–24 A range of techniques have been developed over the last decade, with reported success in making graphene-based bulk 2DvdW materials. The key experimental procedure that is established as the ideal synthesis approach is the electrostatic layer-by-layer (LbL) assembly.25–27 LbL assembly assumes that the two 2D layers have opposing electric polarisation, and the adsorption of the layers takes place in solution. Hence, it is not possible to control the strain of the constituent layers while in solution. There is a suite of alternative dry approaches for stacking or synthesising multilayers, as reviewed by Guo et al.20 A particularly promising approach is mechanical stacking. Using a micromanipulation platform, one layer is transferred onto the other, and then they are left to self-assemble by the van der Waals interlayer force. Once they self-assemble, the top layer is detached. If the two layers should have opposing strains, then the micromanipulation platform should strain each of the two layers: the bottom layer must be strained, and the top layer must be strained during transfer and up until it is detached. Once both layers are detached, they should remain at their strained configurations. If the top layer remains strained after detachment, then the process can be repeated by stacking more strained layers on top of the detached bilayer. Hence, this approach can be tested by experimentalists for testing the stacking of the FvdWHs predicted in this work.
In conclusion, we explored a new type of layered heterostructures, frustrated van der Waals heterostructures (FvdWHs). A FvdWH is a layered material with alternating strains and compressions, where one layer is strained and the adjacent layer is compressed. Using density functional theory with the r2SCAN + rVV10 exchange–correlation potential, we explored the stability of 9 FvdWHs that are made from dynamically stable monolayers, and found 6 FvdWHs that are more thermodynamically stable with alternating strains and compressions than the corresponding material without any strains. Two of these materials were found to be maintain their structures after ab initio molecular dynamics simulations at 300 K. We presented a scheme for the potential stacking of strained/compressed 2D materials to build FvdWHs, and expect this class of materials to harbour novel physical and chemical phenomena.
Footnote |
† Electronic supplementary information (ESI) available. See DOI: https://doi.org/10.1039/d4nr03416c |
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