Abstract
When single layers of 2D materials are stacked on top of one another with a small twist in orientation, the resulting structure often involves incommensurate moiré patterns. In these patterns, the loss of angstrom-scale periodicity poses a significant theoretical challenge, and the new moiré length scale leads to emergent physical phenomena. The range of physics arising from twisted bilayers has led to significant advances that are shaping into a new field, twistronics. At the moiré scale, the large number of atoms in these systems can make their accurate simulation daunting, necessitating the development of efficient multiscale methods. In this Review, we summarize and compare such modelling methods — focusing in particular on density functional theory, tight-binding Hamiltonians and continuum models — and provide examples spanning a broad range of materials and geometries.
This is a preview of subscription content, access via your institution
Access options
Access Nature and 54 other Nature Portfolio journals
Get Nature+, our best-value online-access subscription
$29.99 / 30 days
cancel any time
Subscribe to this journal
Receive 12 digital issues and online access to articles
$119.00 per year
only $9.92 per issue
Buy this article
- Purchase on SpringerLink
- Instant access to full article PDF
Prices may be subject to local taxes which are calculated during checkout
Similar content being viewed by others
References
Cao, Y. et al. Correlated insulator behaviour at half-filling in magic-angle graphene superlattices. Nature 556, 80–84 (2018).
Cao, Y. et al. Unconventional superconductivity in magic-angle graphene superlattices. Nature 556, 43–50 (2018).
Bistritzer, R. & MacDonald, A. H. Moiré bands in twisted double-layer graphene. Proc. Natl Acad. Sci. USA 108, 12233–12237 (2011).
Alden, J. S. et al. Strain solitons and topological defects in bilayer graphene. Proc. Natl Acad. Sci. USA 110, 11256–11260 (2013).
Yoo, H. et al. Atomic and electronic reconstruction at the van der Waals interface in twisted bilayer graphene. Nat. Mater. 18, 448–453 (2019).
San-Jose, P. & Prada, E. Helical networks in twisted bilayer graphene under interlayer bias. Phys. Rev. B 88, 121408 (2013).
Ramires, A. & Lado, J. L. Electrically tunable gauge fields in tiny-angle twisted bilayer graphene. Phys. Rev. Lett. 121, 146801 (2018).
Huang, S. et al. Topologically protected helical states in minimally twisted bilayer graphene. Phys. Rev. Lett. 121, 037702 (2018).
Efimkin, D. K. & MacDonald, A. H. Helical network model for twisted bilayer graphene. Phys. Rev. B 98, 035404 (2018).
Liao, M. et al. Twist angle-dependent conductivities across MoS2/graphene heterojunctions. Nat. Commun. 9, 4068 (2018).
Vela, A., Moutinho, M. V. O., Culchac, F. J., Venezuela, P. & Capaz., R. B. Electronic structure and optical properties of twisted multilayer graphene. Phys. Rev. B 98, 155135 (2018).
Ribeiro-Palau, R. et al. Twistable electronics with dynamically rotatable heterostructures. Science 361, 690–693 (2018).
Finney, N. R. et al. Tunable crystal symmetry in graphene–boron nitride heterostructures with coexisting moiré superlattices. Nat. Nanotechnol. 14, 1029–1034 (2019).
Gerber, E., Yao, Y., Arias, T. A. & Kim, E.-A. Ab initio mismatched interface theory of graphene on α–RuCl3: Doping and magnetism. Phys. Rev. Lett. 124, 106804 (2020).
Li, Y. & Koshino, M. Twist-angle dependence of the proximity spin-orbit coupling in graphene on transition-metal dichalcogenides. Phys. Rev. B 99, 075438 (2019).
David, A., Rakyta, P., Kormányos, A. & Burkard, G. Induced spin-orbit coupling in twisted graphene–transition metal dichalcogenide heterobilayers: twistronics meets spintronics. Phys. Rev. B 100, 085412 (2019).
Zollner, K., Faria Junior, P. E. & Fabian, J. Proximity exchange effects in MoSe2 and WSe2 heterostructures with CrI3: twist angle, layer, and gate dependence. Phys. Rev. B 100, 085128 (2019).
Cheon, G. et al. Data mining for new two- and one-dimensional weakly bonded solids and lattice-commensurate heterostructures. Nano Lett. 17, 1915–1923 (2017).
Mounet, N. et al. Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds. Nat. Nanotechnol. 13, 246–252 (2018).
Haastrup, S. et al. The computational 2D materials database: high-throughput modeling and discovery of atomically thin crystals. 2D Mater. 5, 042002 (2018).
Kindermann, M., Uchoa, B. & Miller, D. L. Zero-energy modes and gate-tunable gap in graphene on hexagonal boron nitride. Phys. Rev. B 86, 115415 (2012).
Yankowitz, M. et al. Emergence of superlattice Dirac points in graphene on hexagonal boron nitride. Nat. Phys. 8, 382–386 (2012).
Wallbank, J. R., Patel, A. A., Mucha-Kruczyński, M., Geim, A. K. & Fal’ko., V. I. Generic miniband structure of graphene on a hexagonal substrate. Phys. Rev. B 87, 245408 (2013).
Mucha-Kruczyński, M., Wallbank, J. R. & Fal’ko, V. I. Heterostructures of bilayer graphene and h-BN: Interplay between misalignment, interlayer asymmetry, and trigonal warping. Phys. Rev. B 88, 205418 (2013).
Moon, P. & Koshino, M. Electronic properties of graphene/hexagonal-boron-nitride moiré superlattice. Phys. Rev. B 90, 155406 (2014).
Song, J. C. W., Samutpraphoot, P. & Levitov, L. S. Topological Bloch bands in graphene superlattices. Proc. Natl Acad. Sci. USA 112, 10879–10883 (2015).
Jung, J., DaSilva, A. M., MacDonald, A. H. & Adam, S. Origin of band gaps in graphene on hexagonal boron nitride. Nat. Commun. 6, 6308 (2015).
Jung, J., Laksono, E., DaSilva, A. M., MacDonald, A. H. & Mucha-Kruczyński, M. Moiré band model and band gaps of graphene on hexagonal boron nitride. Phys. Rev. B 96, 085442 (2017).
Woods, C. R. et al. Commensurate–incommensurate transition in graphene on hexagonal boron nitride. Nat. Phys. 10, 451–456 (2014).
Chen, X. et al. Dirac edges of fractal magnetic minibands in graphene with hexagonal moiré superlattices. Phys. Rev. B 89, 075401 (2014).
Zhou, S., Han, J., Dai, S., Sun, J. & Srolovitz, D. J. van der Waals bilayer energetics: Generalized stacking-fault energy of graphene, boron nitride, and graphene/boron nitride bilayers. Phys. Rev. B 92, 155438 (2015).
Shirodkar, S. N. & Kaxiras, E. Li intercalation at graphene/hexagonal boron nitride interfaces. Phys. Rev. B 93, 245438 (2016).
Hunt, B. et al. Massive Dirac fermions and Hofstadter butterfly in a van der Waals heterostructure. Science 340, 1427–1430 (2013).
Dean, C. R. et al. Hofstadter’s butterfly and the fractal quantum Hall effect in moiré superlattices. Nature 497, 598–602 (2013).
Ponomarenko, L. A. et al. Cloning of Dirac fermions in graphene superlattices. Nature 497, 594–597 (2013).
Hofstadter, D. R. Energy levels and wave functions of Bloch electrons in rational and irrational magnetic fields. Phys. Rev. B 14, 2239–2249 (1976).
Chen, G. et al. Evidence of a gate-tunable Mott insulator in a trilayer graphene moiré superlattice. Nat. Phys. 15, 237–241 (2019).
Chen, G. et al. Signatures of tunable superconductivity in a trilayer graphene moiré superlattice. Nature 572, 215–219 (2019).
Wang, L. et al. New generation of moiré superlattices in doubly aligned hBN/graphene/hBN heterostructures. Nano Lett. 19, 2371–2376 (2019).
Xian, L., Kennes, D. M., Tancogne-Dejean, N., Altarelli, M. & Rubio, A. Multiflat bands and strong correlations in twisted bilayer boron nitride: doping-induced correlated insulator and superconductor. Nano Lett. 19, 4934–4940 (2019).
Lopes dos Santos, J. M. B., Peres, N. M. R. & Castro Neto, A. H. Graphene bilayer with a twist: Electronic structure. Phys. Rev. Lett. 99, 256802 (2007).
Campanera, J. M., Savini, G., Suarez-Martinez, I. & Heggie, M. I. Density functional calculations on the intricacies of moiré patterns on graphite. Phys. Rev. B 75, 235449 (2007).
Yankowitz, M. et al. Tuning superconductivity in twisted bilayer graphene. Science 363, 1059–1064 (2019).
Suárez Morell, E., Pacheco, M., Chico, L. & Brey, L. Electronic properties of twisted trilayer graphene. Phys. Rev. B 87, 125414 (2013).
Correa, J. D., Pacheco, M. & Morell, E. S. Optical absorption spectrum of rotated trilayer graphene. J. Mater. Sci. 49, 642–647 (2014).
Shen, C. et al. Correlated states in twisted double bilayer graphene. Nat. Phys. 16, 520–525 (2020).
Liu, X. et al. Spin-polarized correlated insulator and superconductor in twisted double bilayer graphene. Preprint at arXiv http://arxiv.org/abs/1903.08130 (2019).
Cao, Y. et al. Electric field tunable correlated states and magnetic phase transitions in twisted bilayer-bilayer graphene. Preprint at arXiv http://arxiv.org/abs/1903.08596 (2019).
Lee, J. Y. et al. Theory of correlated insulating behaviour and spin-triplet superconductivity in twisted double bilayer graphene. Nat. Commun. 10, 5333 (2019).
Chebrolu, N. R., Chittari, B. L. & Jung, J. Flat bands in twisted double bilayer graphene. Phys. Rev. B 99, 235417 (2019).
Koshino, M. Band structure and topological properties of twisted double bilayer graphene. Phys. Rev. B 99, 235406 (2019).
Zhang, Y.-H., Mao, D., Cao, Y., Jarillo-Herrero, P. & Senthil, T. Nearly flat Chern bands in moiré superlattices. Phys. Rev. B 99, 075127 (2019).
Tarnopolsky, G., Kruchkov, A. J. & Vishwanath, A. Origin of magic angles in twisted bilayer graphene. Phys. Rev. Lett. 122, 106405 (2019).
Liu, J., Ma, Z., Gao, J. & Dai, X. Quantum valley Hall effect, orbital magnetism, and anomalous Hall effect in twisted multilayer graphene systems. Phys. Rev. X 9, 031021 (2019).
Ahn, S. J. et al. Dirac electrons in a dodecagonal graphene quasicrystal. Science 361, 782–786 (2018).
Moon, P., Koshino, M. & Son, Y.-W. Quasicrystalline electronic states in 30° rotated twisted bilayer graphene. Phys. Rev. B 99, 165430 (2019).
Amorim, B. & Castro, E. V. Electronic spectral properties of incommensurate twisted trilayer graphene. Preprint at arXiv http://arxiv.org/abs/1807.11909 (2018).
Mora, C., Regnault, N. & Bernevig, B. A. Flatbands and perfect metal in trilayer moiré graphene. Phys. Rev. Lett. 123, 026402 (2019).
Zuo, W.-J. et al. Scanning tunneling microscopy and spectroscopy of twisted trilayer graphene. Phys. Rev. B 97, 035440 (2018).
Khalaf, E., Kruchkov, A. J., Tarnopolsky, G. & Vishwanath, A. Magic angle hierarchy in twisted graphene multilayers. Phys. Rev. B 100, 085109 (2019).
Carr, S. et al. Ultraheavy and ultrarelativistic Dirac quasiparticles in sandwiched graphenes. Nano Lett. 20, 3030–3038 (2020).
Cea, T., Walet, N. R. & Guinea, F. Twists and the electronic structure of graphitic materials. Nano Lett. 19, 8683–8689 (2019).
Kang, J., Li, J., Li, S.-S., Xia, J.-B. & Wang, L.-W. Electronic structural moiré pattern effects on MoS2/MoSe2 2D heterostructures. Nano Lett. 13, 5485–5490 (2013).
Fang, S. et al. Ab initio tight-binding Hamiltonian for transition metal dichalcogenides. Phys. Rev. B 92, 205108 (2015).
Gani, Y. S., Steinberg, H. & Rossi, E. Superconductivity in twisted graphene NbSe2 heterostructures. Phys. Rev. B 99, 235404 (2019).
Wang, Q. H., Kalantar-Zadeh, K., Kis, A., Coleman, J. N. & Strano, M. S. Electronics and optoelectronics of two-dimensional transition metal dichalcogenides. Nat. Nanotechnol. 7, 699–712 (2012).
Butler, S. Z. et al. Progress, challenges, and opportunities in two-dimensional materials beyond graphene. ACS Nano 7, 2898–2926 (2013).
Ataca, C., Sahin, H. & Ciraci, S. Stable, single-layer MX2 transition-metal oxides and dichalcogenides in a honeycomb-like structure. J. Phys. Chem. C 116, 8983–8999 (2012).
Duerloo, K.-A. N., Li, Y. & Reed, E. J. Structural phase transitions in two-dimensional Mo- and W-dichalcogenide monolayers. Nat. Commun. 5, 4214 (2014).
Rasmussen, F. A. & Thygesen, K. S. Computational 2D materials database: electronic structure of transition-metal dichalcogenides and oxides. J. Phys. Chem. C 119, 13169–13183 (2015).
Navarro-Moratalla, E. et al. Enhanced superconductivity in atomically thin TaS2. Nat. Commun. 7, 11043 (2016).
Yang, Y. et al. Enhanced superconductivity upon weakening of charge density wave transport in 2H–TaS2 in the two-dimensional limit. Phys. Rev. B 98, 035203 (2018).
Liu, K. et al. Evolution of interlayer coupling in twisted molybdenum disulfide bilayers. Nat. Commun. 5, 4966 (2014).
Zhang, C. et al. Interlayer couplings, moiré patterns, and 2D electronic superlattices in MoS2/WSe2 hetero-bilayers. Sci. Adv. 3, e1601459 (2017).
Yu, H., Wang, Y., Tong, Q., Xu, X. & Yao, W. Anomalous light cones and valley optical selection rules of interlayer excitons in twisted heterobilayers. Phys. Rev. Lett. 115, 187002 (2015).
Tran, K. et al. Evidence for moiré excitons in van der Waals heterostructures. Nature 567, 71–75 (2019).
Jin, C. et al. Observation of moiré excitons in WSe2/WS2 heterostructure superlattices. Nature 567, 76–80 (2019).
Wu, F., Lovorn, T. & MacDonald, A. H. Topological exciton bands in moiré heterojunctions. Phys. Rev. Lett. 118, 147401 (2017).
Wu, F., Lovorn, T., Tutuc, E. & MacDonald, A. H. Hubbard model physics in transition metal dichalcogenide moiré bands. Phys. Rev. Lett. 121, 026402 (2018).
Naik, M. H. & Jain, M. Ultraflatbands and shear solitons in moiré patterns of twisted bilayer transition metal dichalcogenides. Phys. Rev. Lett. 121, 266401 (2018).
Wu, F., Lovorn, T., Tutuc, E., Martin, I. & MacDonald, A. H. Topological insulators in twisted transition metal dichalcogenide homobilayers. Phys. Rev. Lett. 122, 086402 (2019).
Sivadas, N., Okamoto, S., Xu, X., Fennie, C. J. & Xiao, D. Stacking-dependent magnetism in bilayer CrI3. Nano Lett. 18, 7658–7664 (2018).
Jiang, P. et al. Stacking tunable interlayer magnetism in bilayer CrI3. Phys. Rev. B 99, 144401 (2019).
Novoselov, K. S., Mishchenko, A., Carvalho, A. & Castro Neto, A. H. 2D materials and van der Waals heterostructures. Science 353, aac9439 (2016).
Lazić, P. CellMatch: Combining two unit cells into a common supercell with minimal strain. Comput. Phys. Commun. 197, 324–334 (2015).
Koda, D. S., Bechstedt, F., Marques, M. & Teles, L. K. Coincidence lattices of 2D crystals: Heterostructure predictions and applications. J. Phys. Chem. C 120, 10895–10908 (2016).
Frisenda, R. et al. Recent progress in the assembly of nanodevices and van der Waals heterostructures by deterministic placement of 2D materials. Chem. Soc. Rev. 47, 53–68 (2018).
Kim, K. et al. van der Waals heterostructures with high accuracy rotational alignment. Nano Lett. 16, 1989–1995 (2016).
Uri, A. et al. Mapping the twist-angle disorder and Landau levels in magic-angle graphene. Nature 581, 47–52 (2020).
van Wijk, M. M., Schuring, A., Katsnelson, M. I. & Fasolino, A. Relaxation of moiré patterns for slightly misaligned identical lattices: graphene on graphite. 2D Mater. 2, 034010 (2015).
Carr, S. et al. Twistronics: manipulating the electronic properties of two-dimensional layered structures through their twist angle. Phys. Rev. B 95, 075420 (2017).
Massatt, D., Luskin, M. & Ortner, C. Electronic density of states for incommensurate layers. Multiscale Model. Simul. 15, 476–499 (2017).
Bernal, J. D. The structure of graphite. Proc. R. Soc. Lond. A Math. Phys. Sci 106, 749–773 (1924).
Kumar, H., Er, D., Dong, L., Li, J. & Shenoy, V. B. Elastic deformations in 2D van der Waals heterostructures and their impact on optoelectronic properties: predictions from a multiscale computational approach. Sci. Rep. 5, 10872 (2015).
Dai, S., Xiang, Y. & Srolovitz, D. J. Twisted bilayer graphene: Moiré with a twist. Nano Lett. 16, 5923–5927 (2016).
Nam, N. N. T. & Koshino, M. Lattice relaxation and energy band modulation in twisted bilayer graphene. Phys. Rev. B 96, 075311 (2017).
Carr, S. et al. Relaxation and domain formation in incommensurate two-dimensional heterostructures. Phys. Rev. B 98, 224102 (2018).
Bistritzer, R. & MacDonald, A. H. Transport between twisted graphene layers. Phys. Rev. B 81, 245412 (2010).
Jung, J., Raoux, A., Qiao, Z. & MacDonald, A. H. Ab initio theory of moiré superlattice bands in layered two-dimensional materials. Phys. Rev. B 89, 205414 (2014).
Guinea, F. & Walet, N. R. Continuum models for twisted bilayer graphene: Effect of lattice deformation and hopping parameters. Phys. Rev. B 99, 205134 (2019).
Carr, S., Fang, S., Zhu, Z. & Kaxiras, E. Exact continuum model for low-energy electronic states of twisted bilayer graphene. Phys. Rev. Res. 1, 013001 (2019).
Fang, S., Carr, S., Zhu, Z., Massatt, D. & Kaxiras, E. Angle-dependent ab initio low-energy Hamiltonians for a relaxed twisted bilayer graphene heterostructure. Preprint at arXiv https://arxiv.org/abs/1908.00058 (2019).
Morsch, O. & Oberthaler, M. Dynamics of Bose-Einstein condensates in optical lattices. Rev. Mod. Phys. 78, 179–215 (2006).
Forsythe, C. et al. Band structure engineering of 2D materials using patterned dielectric superlattices. Nat. Nanotechnol. 13, 566–571 (2018).
Shi, L., Ma, J. & Song, J. C. W. Gate-tunable flat bands in van der Waals patterned dielectric superlattices. 2D Mater. 7, 015028 (2019).
Carr, S., Fang, S., Jarillo-Herrero, P. & Kaxiras, E. Pressure dependence of the magic twist angle in graphene superlattices. Phys. Rev. B 98, 085144 (2018).
Chittari, B. L., Leconte, N., Javvaji, S. & Jung, J. Pressure induced compression of flatbands in twisted bilayer graphene. Electron. Struct. 1, 015001 (2018).
Li, L. J. et al. Controlling many-body states by the electric-field effect in a two-dimensional material. Nature 529, 185–189 (2016).
Amorim, B. et al. Novel effects of strains in graphene and other two dimensional materials. Phys. Rep. 617, 1–54 (2016).
Naumis, G. G., Barraza-Lopez, S., Oliva-Leyva, M. & Terrones, H. Electronic and optical properties of strained graphene and other strained 2D materials: a review. Rep. Prog. Phys. 80, 096501 (2017).
Fang, S., Carr, S., Cazalilla, M. A. & Kaxiras, E. Electronic structure theory of strained two-dimensional materials with hexagonal symmetry. Phys. Rev. B 98, 075106 (2018).
Bi, Z., Yuan, N. F. Q. & Fu, L. Designing flat bands by strain. Phys. Rev. B 100, 035448 (2019).
Shao, X., Wang, K., Pang, R. & Shi, X. Lithium intercalation in graphene/MoS2 composites: First-principles insights. J. Phys. Chem. C 119, 25860–25867 (2015).
Wan, J. et al. Tuning two-dimensional nanomaterials by intercalation: materials, properties and applications. Chem. Soc. Rev. 45, 6742–6765 (2016).
Bediako, D. K. et al. Heterointerface effects in the electrointercalation of van der Waals heterostructures. Nature 558, 425–429 (2018).
Larson, D. T., Fampiou, I., Kim, G. & Kaxiras, E. Lithium intercalation in graphene–MoS2 heterostructures. J. Phys. Chem. C 122, 24535–24541 (2018).
Lin, Z. et al. Defect engineering of two-dimensional transition metal dichalcogenides. 2D Mater. 3, 022002 (2016).
Ramires, A. & Lado, J. L. Impurity-induced triple point fermions in twisted bilayer graphene. Phys. Rev. B 99, 245118 (2019).
Jones, R. O. Density functional theory: Its origins, rise to prominence, and future. Rev. Mod. Phys. 87, 897–923 (2015).
Hohenberg, P. & Kohn, W. Inhomogeneous electron gas. Phys. Rev. 136, B864–B871 (1964).
Mele, E. J. Commensuration and interlayer coherence in twisted bilayer graphene. Phys. Rev. B 81, 161405 (2010).
Shallcross, S., Sharma, S., Kandelaki, E. & Pankratov, O. A. Electronic structure of turbostratic graphene. Phys. Rev. B 81, 165105 (2010).
Lopes dos Santos, J. M. B., Peres, N. M. R. & Castro Neto, A. H. Continuum model of the twisted graphene bilayer. Phys. Rev. B 86, 155449 (2012).
Pan, D., Wang, T.-C., Xiao, W., Hu, D. & Yao, Y. Simulations of twisted bilayer orthorhombic black phosphorus. Phys. Rev. B 96, 041411 (2017).
Uchida, K., Furuya, S., Iwata, J.-I. & Oshiyama, A. Atomic corrugation and electron localization due to moiré patterns in twisted bilayer graphenes. Phys. Rev. B 90, 155451 (2014).
Lucignano, P., Alfè, D., Cataudella, V., Ninno, D. & Cantele, G. Crucial role of atomic corrugation on the flat bands and energy gaps of twisted bilayer graphene at the magic angle θ ~ 1.08°. Phys. Rev. B 99, 195419 (2019).
Kang, P. et al. Moiré impurities in twisted bilayer black phosphorus: effects on the carrier mobility. Phys. Rev. B 96, 195406 (2017).
Fang, S. & Kaxiras, E. Electronic structure theory of weakly interacting bilayers. Phys. Rev. B 93, 235153 (2016).
Berland, K. et al. van der Waals forces in density functional theory: a review of the vdW-DF method. Rep. Prog. Phys. 78, 066501 (2015).
Dion, M., Rydberg, H., Schröder, E., Langreth, D. C. & Lundqvist, B. I. Van der Waals density functional for general geometries. Phys. Rev. Lett. 92, 246401 (2004).
Koshino, M. et al. Maximally localized Wannier orbitals and the extended Hubbard model for twisted bilayer graphene. Phys. Rev. X 8, 031087 (2018).
Goodwin, Z. A. H., Corsetti, F., Mostofi, A. A. & Lischner, J. Attractive electron-electron interactions from internal screening in magic-angle twisted bilayer graphene. Phys. Rev. B 100, 235424 (2019).
Rademaker, L., Abanin, D. A. & Mellado, P. Charge smoothening and band flattening due to Hartree corrections in twisted bilayer graphene. Phys. Rev. B 100, 205114 (2019).
Cea, T., Walet, N. R. & Guinea, F. Electronic band structure and pinning of Fermi energy to van Hove singularities in twisted bilayer graphene: a self-consistent approach. Phys. Rev. B 100, 205113 (2019).
Roy, B. & Juričić, V. Unconventional superconductivity in nearly flat bands in twisted bilayer graphene. Phys. Rev. B 99, 121407 (2019).
Das Sarma, S. & Wu, F. Electron–phonon and electron–electron interaction effects in twisted bilayer graphene. Ann. Phys. 417, 168193 (2020).
Wu, F., MacDonald, A. H. & Martin, I. Theory of phonon-mediated superconductivity in twisted bilayer graphene. Phys. Rev. Lett. 121, 257001 (2018).
Bultinck, N. et al. Ground state and hidden symmetry of magic angle graphene at even integer filling. Preprint at arXiv https://arxiv.org/abs/1911.02045 (2019).
Kang, J. & Vafek, O. Symmetry, maximally localized Wannier states, and a low-energy model for twisted bilayer graphene narrow bands. Phys. Rev. X 8, 031088 (2018).
Carr, S., Fang, S., Po, H. C., Vishwanath, A. & Kaxiras, E. Derivation of Wannier orbitals and minimal-basis tight-binding Hamiltonians for twisted bilayer graphene: First-principles approach. Phys. Rev. Res. 1, 033072 (2019).
Suárez Morell, E., Correa, J. D., Vargas, P., Pacheco, M. & Barticevic, Z. Flat bands in slightly twisted bilayer graphene: tight-binding calculations. Phys. Rev. B 82, 121407 (2010).
Trambly de Laissardière, G., Mayou, D. & Magaud, L. Localization of Dirac electrons in rotated graphene bilayers. Nano Lett. 10, 804–808 (2010).
Wang, Z. F., Liu, F. & Chou, M. Y. Fractal Landau-level spectra in twisted bilayer graphene. Nano Lett. 12, 3833–3838 (2012).
Sboychakov, A. O., Rakhmanov, A. L., Rozhkov, A. V. & Nori, F. Electronic spectrum of twisted bilayer graphene. Phys. Rev. B 92, 075402 (2015).
Lin, X. & Tománek, D. Minimum model for the electronic structure of twisted bilayer graphene and related structures. Phys. Rev. B 98, 081410 (2018).
Moon, P. & Koshino, M. Energy spectrum and quantum Hall effect in twisted bilayer graphene. Phys. Rev. B 85, 195458 (2012).
Gargiulo, F. & Yazyev, O. V. Structural and electronic transformation in low-angle twisted bilayer graphene. 2D Mater. 5, 015019 (2017).
Lin, X., Liu, D. & Tománek, D. Shear instability in twisted bilayer graphene. Phys. Rev. B 98, 195432 (2018).
McClure, J. W. Band structure of graphite and de Haas-van Alphen effect. Phys. Rev. 108, 612–618 (1957).
Slonczewski, J. C. & Weiss, P. R. Band structure of graphite. Phys. Rev. 109, 272–279 (1958).
Jung, J. & MacDonald, A. H. Accurate tight-binding models for the π bands of bilayer graphene. Phys. Rev. B 89, 035405 (2014).
Castro Neto, A. H., Guinea, F., Peres, N. M. R., Novoselov, K. S. & Geim, A. K. The electronic properties of graphene. Rev. Mod. Phys. 81, 109–162 (2009).
Trambly de Laissardière, G., Mayou, D. & Magaud, L. Numerical studies of confined states in rotated bilayers of graphene. Phys. Rev. B 86, 125413 (2012).
Marzari, N., Mostofi, A. A., Yates, J. R., Souza, I. & Vanderbilt, D. Maximally localized Wannier functions: Theory and applications. Rev. Mod. Phys. 84, 1419–1475 (2012).
Pizzi, G. et al. Wannier90 as a community code: new features and applications. J. Phys. Condens. Matter 32, 165902 (2020).
Bakhta, A., Cancès, E., Cazeaux, P., Fang, S. & Kaxiras, E. Compression of Wannier functions into Gaussian-type orbitals. Comput. Phys. Commun. 230, 27–37 (2018).
Tritsaris, G. A. et al. Perturbation theory for weakly coupled two-dimensional layers. J. Mater. Res. 31, 959–966 (2016).
Weiße, A., Wellein, G., Alvermann, A. & Fehske, H. The kernel polynomial method. Rev. Mod. Phys. 78, 275–306 (2006).
Le, H. A. & Do, V. N. Electronic structure and optical properties of twisted bilayer graphene calculated via time evolution of states in real space. Phys. Rev. B 97, 125136 (2018).
Gonzalez-Arraga, L. A., Lado, J. L., Guinea, F. & San-Jose, P. Electrically controllable magnetism in twisted bilayer graphene. Phys. Rev. Lett. 119, 107201 (2017).
Stuart, S. J., Tutein, A. B. & Harrison, J. A. A reactive potential for hydrocarbons with intermolecular interactions. J. Chem. Phys. 112, 6472–6486 (2000).
Kolmogorov, A. N. & Crespi, V. H. Registry-dependent interlayer potential for graphitic systems. Phys. Rev. B 71, 235415 (2005).
Los, J. H., Ghiringhelli, L. M., Meijer, E. J. & Fasolino, A. Improved long-range reactive bond-order potential for carbon. I. Construction. Phys. Rev. B 72, 214102 (2005).
O’Connor, T. C., Andzelm, J. & Robbins, M. O. AIREBO-M: A reactive model for hydrocarbons at extreme pressures. J. Chem. Phys. 142, 024903 (2015).
Wen, M., Carr, S., Fang, S., Kaxiras, E. & Tadmor, E. B. Dihedral-angle-corrected registry-dependent interlayer potential for multilayer graphene structures. Phys. Rev. B 98, 235404 (2018).
Lin, M.-L. et al. Moiré phonons in twisted bilayer MoS2. ACS Nano 12, 8770–8780 (2018).
Koshino, M. & Son, Y.-W. Moiré phonons in twisted bilayer graphene. Phys. Rev. B 100, 075416 (2019).
Gong, X. & Mele, E. J. Stacking textures and singularities in bilayer graphene. Phys. Rev. B 89, 121415 (2014).
Zhang, K. & Tadmor, E. B. Structural and electron diffraction scaling of twisted graphene bilayers. J. Mech. Phys. Solids 112, 225–238 (2018).
Mele, E. J. Band symmetries and singularities in twisted multilayer graphene. Phys. Rev. B 84, 235439 (2011).
Kindermann, M. & Mele, E. J. Landau quantization in twisted bilayer graphene: the Dirac comb. Phys. Rev. B 84, 161406 (2011).
Bistritzer, R. & MacDonald, A. H. Moiré butterflies in twisted bilayer graphene. Phys. Rev. B 84, 035440 (2011).
Kariyado, T. & Vishwanath, A. Flat band in twisted bilayer Bravais lattices. Phys. Rev. Res. 1, 033076 (2019).
de Gail, R., Goerbig, M. O., Guinea, F., Montambaux, G. & Castro Neto, A. H. Topologically protected zero modes in twisted bilayer graphene. Phys. Rev. B 84, 045436 (2011).
Shallcross, S., Sharma, S. & Pankratov, O. Emergent momentum scale, localization, and van Hove singularities in the graphene twist bilayer. Phys. Rev. B 87, 245403 (2013).
Walet, N. R. & Guinea, F. Lattice deformation, low energy models and flat bands in twisted graphene bilayers. Preprint at arXiv http://arxiv.org/abs/1903.00340 (2019).
Guinea, F. & Walet, N. R. Electrostatic effects, band distortions, and superconductivity in twisted graphene bilayers. Proc. Natl Acad. Sci. USA 115, 13174–13179 (2018).
Brihuega, I. et al. Unraveling the intrinsic and robust nature of van Hove singularities in twisted bilayer graphene by scanning tunneling microscopy and theoretical analysis. Phys. Rev. Lett. 109, 196802 (2012).
Stepanov, P. et al. The interplay of insulating and superconducting orders in magic-angle graphene bilayers. Preprint at arXiv http://arxiv.org/abs/1911.09198 (2019)
Saito, Y. et al. Independent superconductors and correlated insulators in twisted bilayer graphene. Nat. Phys. https://doi.org/10.1038/s41567-020-0928-3 (2020).
Arora, H. S. et al. Superconductivity without insulating states in twisted bilayer graphene stabilized by monolayer WSe2. Preprint at arXiv http://arxiv.org/abs/2002.03003 (2020).
Sharpe, A. L. et al. Emergent ferromagnetism near three-quarters filling in twisted bilayer graphene. Science 365, 605–608 (2019).
Jiang, Y. et al. Charge order and broken rotational symmetry in magic-angle twisted bilayer graphene. Nature 573, 91–95 (2019).
Wang, L. et al. Magic continuum in twisted bilayer WSe2. Preprint at arXiv http://arxiv.org/abs/1910.12147 (2019).
Grimme, S. Semiempirical GGA-type density functional constructed with a long-range dispersion correction. J. Comput. Chem. 27, 1787–1799 (2006).
Sun, J. et al. Semilocal and hybrid meta-generalized gradient approximations based on the understanding of the kinetic-energy-density dependence. J. Chem. Phys. 138, 044113 (2013).
Klimeš, J., Bowler, D. R. & Michaelides, A. Chemical accuracy for the van der Waals density functional. J. Phys. Condens. Matter 22, 022201 (2009).
Ranganathan, S. On the geometry of coincidence-site lattices. Acta Crystallogr. 21, 197–199 (1966).
Koshino, M. Interlayer interaction in general incommensurate atomic layers. New J. Phys. 17, 015014 (2015).
Acknowledgements
The authors thank Z. Zhu, D. Larson and E. Kucukbenli for helpful discussions and reference recommendations. This work was supported in part by ARO MURI award no. W911NF-14-0247 and by the STC Center for Integrated Quantum Materials, NSF grant no. DMR-1231319. The tight-binding calculation shown in Fig. 5 was run on the Odyssey cluster supported by the FAS Division of Science, Research Computing Group at Harvard University.
Author information
Authors and Affiliations
Contributions
S.C. designed the figures and all authors contributed to the writing and editing of the manuscript.
Corresponding authors
Ethics declarations
Competing interests
The authors declare no competing interests.
Additional information
Publisher’s note
Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Rights and permissions
About this article
Cite this article
Carr, S., Fang, S. & Kaxiras, E. Electronic-structure methods for twisted moiré layers. Nat Rev Mater 5, 748–763 (2020). https://doi.org/10.1038/s41578-020-0214-0
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1038/s41578-020-0214-0
This article is cited by
-
Electronic structure prediction of multi-million atom systems through uncertainty quantification enabled transfer learning
npj Computational Materials (2024)
-
Evolution of the flat band and the role of lattice relaxations in twisted bilayer graphene
Nature Materials (2024)
-
Applications of bound states in the continuum in photonics
Nature Reviews Physics (2023)
-
Mixing of moiré-surface and bulk states in graphite
Nature (2023)
-
Effect of Coulomb impurities on the electronic structure of magic angle twisted bilayer graphene
npj 2D Materials and Applications (2023)