Abstract
Since the very recent discovery of unconventional superconductivity in twisted WSe2 homobilayers at filling ν = − 1, considerable interest has arisen in revealing its mechanism. In this paper, we developed a three-band tight-binding model with non-trivial band topology by direct Wannierization of the low-energy continuum model. Incorporating both onsite Hubbard repulsion and next-nearest-neighbor attraction, we then performed a mean-field analysis of the microscopic model and obtained a phase diagram qualitatively consistent with the experiment results. For zero or weak displacement field, the ground state is a Chern number C = ± 2 topological superconductor in the Altland-Zirnbauer A-class (breaking time-reversal but preserving total Sz symmetry) with inter-valley pairing dominant in \({d}_{xy}\pm i{d}_{{x}^{2}-{y}^{2}}\)–wave (mixing with a subdominant px ∓ ipy-wave) component. For a relatively strong displacement field, the ground state is a correlated insulator with the 120° antiferromagnetic order. Our results provide new insights into the nature of the twisted WSe2 systems and suggest the need for further theoretical and experimental explorations.
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Introduction
In recent years, twisted van der Waals moiré superlattices1,2,3,4,5 have garnered significant interest following the groundbreaking discovery of unconventional superconductivity (SC)6,7,8,9 in magic-angle twisted bilayer graphene10, which inspired numerous theoretical investigations on its microscopic origin11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29. Beyond graphene-based systems30,31,32,33,34,35,36,37,38,39,40,41,42,43, twisted transition metal dichalcogenides (TMDs)44,45 are regarded as a promising alternative platform to investigate many-body physics. Due to their high tunability, twisted TMDs can host a wide variety of exotic phases, including correlated insulators46,47,48,49,50,51,52, integer and fractional quantum anomalous Hall states53,54,55,56,57, and also integer and fractional quantum spin Hall states58. However, the experimental realization of SC in twisted TMD systems has remained elusive48, though many theoretical works have suggested that SC should develop in such systems59,60,61,62,63,64,65,66,67,68,69, typically through doping the correlated insulators. Very recently, two independent studies have reported the discovery of robust SC phases in twisted WSe2 (tWSe2) homobilayers70,71. The phenomenology of these SC phases differ significantly from that would arise in doped Mott insulators, which calls for further theoretical investigations, particularly regarding the possible pairing mechanism and topological properties of SC, as well as the nature of adjacent correlated insulators.
Previous theoretical studies48,59,60,61,62,63,64,65,66,72,73,74,75 of tWSe2 homobilayers are largely based on the tight-binding description of the single-band moiré Hubbard model with spin-dependent hopping phase tuned by the displacement field. By formulating the problem in real space, this approach captures the locality of screened interactions and facilitates a clearer real-space insights essential for understanding the correlated physics. However, such a simple single-band model cannot capture the potential nontrivial band topology45,76,77,78,79 and only applies to limited twist angles48. Thus, a direct Wannierization79,80,81,82,83,84,85 of the standard continuum model45 with a proper set of low-energy bands appears to be a more suitable approach to start with.
In this paper, we focus mainly on the experimental results in ref. 70, where the SC phase is observed in a 3.65° tWSe2 device at integer filling factor ν = − 1 under a small displacement field, along with a correlated insulator phase in a larger displacement field. Using the continuum model parameters provided in ref. 79, we first construct a three-band tight-binding model for 3.65° tWSe2 through direct Wannierization79,80,81,82,83,84,85. In addition to the onsite Hubbard repulsion, our model includes the next-nearest-neighbor (NNN) attraction, which can arise effectively through electron-phonon coupling11,12,13,14,15,16,17,18,19,20,21,22,23,24,86,87 or purely electronic mechanisms88,89,90,91,92,93,94,95. By keeping these key interaction terms, our model can capture the essential qualitative physics of the experiment70 and offer valuable real-space insights into the twisted WSe2 system. We then perform a thorough mean-field analysis to the interacting model and obtain the phase diagram at filling ν = − 1 under realistic interaction strengths, concluding that the SC phase is consistent with inter-valley pairing with mixed \({d}_{xy}\pm i{d}_{{x}^{2}-{y}^{2}}\) and px ∓ ipy-wave symmetry, featuring nontrivial topology under Altland-Zirnbauer A-class96,97,98 with Chern number C = ± 2, and the correlated insulator phase has 120° antiferromagnetic (AFM) order. Additionally, the mixed symmetry character of the SC phase near zero displacement field predicted by our model has experiment observable distinctions from that of moiré Hubbard model48,59,60,61,62,63,64,65,66,72,73,74,75,99,100 due to the absence of emergent spin-valley SU(2) symmetry72,73, providing new insights into the nature of the moiré TMD systems.
Results
Continuum model and symmetry analysis
We begin with the standard low-energy continuum model description of tWSe245. The non-interacting continuum Hamiltonian for the K valley is given by:
where m* is the effective mass of valence band edge, κ± are located at corners of the mini Brillouin zone as shown in Fig. 1a. In the lowest-order harmonic approximation, we only keep terms with moiré wave vectors gj which are obtained by rotation of \({{{{\boldsymbol{g}}}}}_{1}=(\frac{4\pi }{\sqrt{3}{a}_{M}},0)\) by (j − 1)π/3 in moiré potential Δ±(r) and interlayer tunneling ΔT(r):
and the Hamiltonian for − K valley is related by time-reversal symmetry \({{{\mathcal{T}}}}\). Throughout this paper, we adopt the experimental relevant twist angle θ = 3.65°70, continuum model parameters derived by large scale ab initio simulations (V, ψ, w) = (9 meV, 128°, 18 meV)79 and the effective mass m* = 0.45me101. The moiré lattice constant is given by aM ≈ a0/θ with a0 = 3.317 Å102.
a Mini Brillouin zone formed by a small twist angle θ between two layers. b Density distribution of Wannier functions on two layers, with unit cell shown as dashed line. c Comparison of the band structure between continuum model (dashed line) and tight binding model (solid line), where colors representing sublattice components.
In the absence of displacement field Vz = 0, tWSe2 system has D3 point group symmetry generated by threefold rotation C3z and twofold rotation C2y. Additionally, due to the lowest order harmonic approximation we adopted, the continuum model has additional pseudo-inversion symmetry \({{{\mathcal{I}}}}\) with σxHK(r)σx = HK( − r), enlarging the point group symmetry to D3d. When a finite displacement field Vz ≠ 0 is applied, the point group symmetry is reduced from D3d to C3v, breaking all symmetries that interchange the two layers. Apart from point group symmetries, the system also exhibits U(1) spin-valley symmetry and time-reversal symmetry \({{{\mathcal{T}}}}\) for both Vz = 0 and Vz ≠ 0. These symmetry considerations are crucial for the subsequent construction of tight binding model and the classification of SC pairing symmetries.
Wannier functions and tight-binding model
To study the low-energy physics, we first focus on the top moiré valence bands of the tWSe2 continuum model at Vz = 0. The Chern numbers for each valley share the same sign up to top five moiré bands, precluding any low-energy real-space description with correct band topology due to Wannier obstructions. Therefore, we focus on accurately reproducing the Chern numbers of the top two moiré bands, and construct a minimal three-band tight-binding model with Chern numbers (1, 1, − 2) for K valley. Following refs. 79,80,81,82, we construct sufficiently localized Wannier functions using their layer polarization properties and the location of Wannier centers. The resulting Wannier functions are shown in Fig. 1b, where the A and B orbitals are centered at XM and MX regions \((\pm {a}_{M}/\sqrt{3},0)\) with opposite layer polarization, and the C orbital is centered at MM region (0, 0) with layer hybridization. Detailed symmetry analysis81 reveals that the (A, B, C) orbitals for the K valley have C3z eigenvalues (e−i2π/3, e−i2π/3, 1), and \({C}_{2y}{{{\mathcal{T}}}}\) or \({{{\mathcal{I}}}}\) symmetries interchange A and B orbitals but leave C orbital invariant. Using these Wannier functions, we can construct the following tight-binding model:
where i, j are unit cell indexes, α, β are sublattice indexes (A, B, C), and σ is spin-valley index ↑ (or K), ↓ (or − K). By keeping up to fifth-nearest-neighbor hopping parameters (see Supplementary Section I), Fig. 1c illustrates the close matching between the band structure of the tight-binding model and the continuum model, especially for the top moiré valence band.
We then consider the case of Vz ≠ 0. Instead of repeating the above procedure for each Vz separately, we utilize the layer polarization properties of Wannier functions, modeling the effect of displacement field as:
where \({{{{\mathcal{V}}}}}_{z}\) is the energy difference between A and B sublattices induced by the displacement field, and \({n}_{i\alpha }={\sum }_{\sigma }{c}_{i\alpha \sigma }^{{{\dagger}} }{c}_{i\alpha \sigma }\) is the density operator. Since the energy expectation value of displacement field on the C sublattice can be chosen as 0, we neglect terms involving it in HD (see Supplementary Section II for a more detailed discussion of the displacement field effects). The Fermi surfaces of filling factor ν = − 1 with \({{{{\mathcal{V}}}}}_{z}=0\), 5, 15 and 25 meV are shown in Fig. 2a, where the Fermi surface of spin up and down are split by the displacement field \({{{{\mathcal{V}}}}}_{z}\), but related by the time-reversal symmetry \({{{\mathcal{T}}}}\). Figure 2b also illustrates the Fermi surface density of states (DOS) as a function of \({{{{\mathcal{V}}}}}_{z}\).
a Fermi surfaces of free Hamiltonian at different displacement fields, with colors indicating the sublattice components, and thickness representing the DOS. The spin of the Fermi surfaces are labeled as solid arrows. When \({{{{\mathcal{V}}}}}_{z}=0\) meV, where spin up and down Fermi surfaces coincide, only spin down Fermi surface is shown. The approximate nesting wave vector Q between spin up and down Fermi surfaces are illustrated as dashed arrow. b The Fermi surface DOS of A, B, C sublattices as a function of displacement field \({{{{\mathcal{V}}}}}_{z}\).
To capture the many-body physics, we consider leading interactions in tWSe2. The dominant interaction should be the onsite Hubbard repulsion:
where α = A, B, C labels the sublattice, and \({n}_{i\alpha \sigma }={c}_{i\alpha \sigma }^{{{\dagger}} }{c}_{i\alpha \sigma }\). The positive Hubbard interaction can typically lead to magnetic ordering, providing a promising explanation of the correlated insulator phase. Longer-range Coulomb repulsions are neglected mainly because their magnitudes are much smaller (see Supplementary Section IV).
Due to the time-reversal symmetry \({{{\mathcal{T}}}}\) of the systems, the Fermi surface features Cooper instability; namely, SC instabilities can occur even with infinitesimal attractions. Considering that the Fermi surface shown in Fig. 2a favor pairing within the same sublattices and has almost no C-orbital component, a natural choice is to consider the attractions on NNN sites of the same A or B sublattices:
where V2 is the strength of NNN attraction, α is sublattice index of A and B, and δ represents one of the three NNN bond directions 120° apart. Besides, we have also considered the effects of nearest-neighbor (NN) attraction between A and B sublattices in Supplementary Section VI, where we have shown that it is less dominant. The relatively local NNN (or NN) attraction can be understood by a random phase approximation (RPA) analysis (see Supplementary Section V). Therefore, the interacting model which we should consider to describe the main physics of tWSe2 is denoted as \(H={H}_{0}+{H}_{D}+{H}_{U}+{H}_{{V}_{2}}\).
Mean-field analysis of SC and AFM
We start with the mean-field analysis of SC instabilities by decoupling the NNN attraction \({H}_{{V}_{2}}\) in the SC channel as:
where \({\tilde{\Delta }}_{\alpha \sigma {\sigma }^{{\prime} }}(\delta )=\langle {c}_{i\alpha {\sigma }^{{\prime} }}{c}_{i+\delta \alpha \sigma }\rangle\) is the spatially uniform real-space pairing order parameter on NNN bond δ, as shown in Fig. 3a. To further determine the ansatz of the pairing order parameter \({\tilde{\Delta }}_{\alpha \sigma {\sigma }^{{\prime} }}(\delta )\), we analyze possible pairing symmetries, which should be classified by the irreducible representations of the symmetry group. Since the addition of displacement field \({{{{\mathcal{V}}}}}_{z}\) preserves time-reversal symmetry \({{{\mathcal{T}}}}\) but breaks pseudo-inversion symmetry \({{{\mathcal{I}}}}\), we only consider the Sz = 0 sector for the U(1) spin-valley symmetry (i.e. inter-valley pairing). And these Sz = 0 pairings can be further categorized into singlet pairing \({\Delta }_{\alpha }^{S}(\delta )=({\tilde{\Delta }}_{\alpha \uparrow \downarrow }(\delta )-{\tilde{\Delta }}_{\alpha \downarrow \uparrow }(\delta ))/\sqrt{2}\) and triplet pairing \({\Delta }_{\alpha }^{T}(\delta )=({\tilde{\Delta }}_{\alpha \uparrow \downarrow }(\delta )+{\tilde{\Delta }}_{\alpha \downarrow \uparrow }(\delta ))/\sqrt{2}\). For the point group symmetry C3v under finite displacement field, it is straightforward to show that only A1 (mixing s and f-wave) and E (mixing (px, py) and \(({d}_{xy},{d}_{{x}^{2}-{y}^{2}})\)–wave) representations are possible for NNN pairing. The SC pairing form factors, focusing only on chiral SC in the E representation, are illustrated in Fig. 3b, and we leave the discussion of nematic SC in the E representation in Supplementary Section VI, where we have shown it is subdominant.
a The NNN SC order parameters ΔAA and ΔBB, where the A, B, C sites are labeled as red, green, blue dots. b The pairing form factor of s-wave, f-wave, p + ip-wave, and d − id-wave on NNN bonds, with the irreducible representation labeled. c 120° AFM pattern on a certain type of sublattice with wave vector ± Q. d The folded Brillouin zone induced by the AFM order.
To understand the competing insulating phase, we decouple the onsite Hubbard repulsion HU in the channel of magnetic ordering in the xy-plane72,73 as:
where \({m}_{i\alpha }=\langle {c}_{i\alpha \uparrow }^{{{\dagger}} }{c}_{i\alpha \downarrow }\rangle=\langle {S}_{i\alpha }^{x}\rangle+i\langle {S}_{i\alpha }^{y}\rangle\) is the complex order parameter representing the in-plane magnetization. We further constraint the form of miα by noting that, as shown in Fig. 2a, although the Fermi surface deforms as the displacement field \({{{{\mathcal{V}}}}}_{z}\) changes, an approximate nesting between spin up and spin down Fermi surfaces persist. Moreover, the nesting wave vectors are relatively close to the commensurate ones ± Q = (0, ± 4π/3aM) over a wide range of displacement field \({{{{\mathcal{V}}}}}_{z}\), giving raise to the 120° AFM order \({m}_{i\alpha }={m}_{\alpha }^{+}{e}^{iQ\cdot {R}_{i}}+{m}_{\alpha }^{-}{e}^{-iQ\cdot {R}_{i}}\) with two possible chiralities as shown in Fig. 3c, which are generally non-degenerate under finite \({{{{\mathcal{V}}}}}_{z}\). Such AFM order breaks translation symmetry of the system, folding the Brillouin zone as shown in Fig. 3d, with the new filling factor in terms of the folded Brillouin zone becoming \(\tilde{\nu }=-3\). Depending on details of the system, the ground state can be either metallic or insulating due to the nesting of ± Q is non-perfect.
We then perform mean-field calculations for SC and AFM at filling ν = − 1 independently, using Hubbard repulsion UA = UB = UC = 37.5 meV and two different NNN attractions V2 = 10 meV or V2 = 12.5 meV as representing parameters. These interacting parameters can be estimated either by comparing the mean-field results with experimental observations, or by directly expanding the gate-screened Coulomb interaction onto Wannier functions (see Supplementary Sections III and IV). The resulting phase diagrams for tuning the displacement field \({{{{\mathcal{V}}}}}_{z}\) at filling ν = − 1 are summarized in Fig. 4e and f, respectively. We leave more detailed mean-field derivations and discussions in Supplementary Sections VI and VII.
a The energy gain per hole of the ordered phases compared to the symmetric phase. b SC orders for V2 = 10 meV on one specific NNN bond δ0 under the gauge described in the main text. The sign of order parameters correspond to the sign of real (imaginary) part of singlet (triplet) pairings. c The AFM mean-field charge gap at filling factor \(\tilde{\nu }=-3\) in the folded Brillouin zone. d Magnitude of the AFM orders on A, B, C sublattices. e, f The phase diagrams for V2 = 10 meV and V2 = 12.5 meV respectively, indicating that under mean-field framework, the SC to AFM-I transition can either have an intermediate AFM-M phase or occur directly.
Topological superconductivity
We first focus on the SC phase in the zero- or small-displacement field regime. A comparison of the energy gain ΔE between possible SC orders and the 120° AFM order is shown in Fig. 4a, which indicates that the system is in the SC phase for \({{{{\mathcal{V}}}}}_{z} < {{{{\mathcal{V}}}}}_{z,c}\approx 2.2\) meV (3.4 meV) for V2 = 10 meV (12.5 meV), qualitatively consistent with the critical field \({{{{\mathcal{V}}}}}_{z,c}^{\exp }\approx 2.6\) meV observed in the experiment70. The pairing of this SC phase is chiral with mixed \({d}_{xy}\pm i{d}_{{x}^{2}-{y}^{2}}\) and px ∓ ipy wave in the E representation of C3v, spontaneously breaking the time-reversal symmetry \({{{\mathcal{T}}}}\)103. More importantly, such a chiral SC phase, which fits into the A-class (namely, breaking \({{{\mathcal{T}}}}\) but preserving the Sz) of the Altland-Zirnbauer tenfold classification scheme96,97,98, is topologically non-trivial with Chern number computed to be C = ± 2, suggesting tWSe2 as a promising candidate for realizing chiral topological SC. The internal structure of the SC order as a function of \({{{{\mathcal{V}}}}}_{z}\) for V2 = 10 meV is also illustrated in Fig. 4b, where the consistency constraint between time-reversal symmetry \({{{\mathcal{T}}}}\) and C3v mirror plane symmetry enables us to fix a simple gauge such that all singlet pairings \({\Delta }_{\alpha }^{S}(\delta )\) are real while all triplet pairings \({\Delta }_{\alpha }^{T}(\delta )\) are imaginary. It is worth emphasizing that, unlike the single-band moiré Hubbard model48,59,60,61,62,63,64,65,66,72,73,74,75,99,100, the mixing of singlet and triplet pairings is allowed for all \({{{{\mathcal{V}}}}}_{z}\) in our three-band model, especially for \({{{{\mathcal{V}}}}}_{z}=0\), where the emergent spin-valley SU(2) symmetry is absent and the pseudo-inversion symmetry \({{{\mathcal{I}}}}\) does not forbid such mixing. Also, the dominance of the \({d}_{xy}\pm i{d}_{{x}^{2}-{y}^{2}}\) component over the px ∓ ipy one in the SC phase is in accordance with the result of Chern number ± 2. Moreover, SC is enhanced (suppressed) on the B (A) sublattice upon increasing the displacement field \({{{{\mathcal{V}}}}}_{z}\) from zero, closely following the trend of the Fermi surface DOS in Fig. 2b.
Antiferromagnetic correlated insulators
As the displacement field is further increased beyond a critical field \({{{{\mathcal{V}}}}}_{z,c}\), the system transitions into the 120° AFM phase. To further determine its transport properties, we compute the AFM mean-field charge gap for \(\tilde{\nu }=-3\). As shown in Fig. 4c, a broad intermediate range of the AFM insulator (AFM-I) phase appears for \({{{{\mathcal{V}}}}}_{z,c}\lesssim {{{{\mathcal{V}}}}}_{z} < {{{{\mathcal{V}}}}}_{z,c}^{{\prime} }\approx 21.5\) meV and an AFM metal (AFM-M) phase for \({{{{\mathcal{V}}}}}_{z} > {{{{\mathcal{V}}}}}_{z,c}^{{\prime} }\), closely matching the phenomenology of the experiment70. In the mean-field framework, depending on the value of V2 employed in the model, the SC to AFM-I transition either exhibits a tiny intermediate AFM-M phase as shown in Fig. 4e or occurs as a direct first-order transition as shown in Fig. 4f. To explain the transport evidence of continuous superconductor-insulator transition70, disorder could play an important role. The continuous transition into the SC phase might potentially be a percolation transition104,105 of local SC regions induced by disorders or a disorder-rounded first-order transition. We also present the magnitude of AFM orders on different sublattices as a function of \({{{{\mathcal{V}}}}}_{z}\) in Fig. 4d. Except for small \({{{{\mathcal{V}}}}}_{z}\), where the AFM order is stronger on the B sublattice due to its larger DOS (see Fig. 2b), the AFM order generally favors the A sublattice, as the holes are mostly concentrated there in response to the displacement field \({{{{\mathcal{V}}}}}_{z}\), as well as its better approximation for the commensurate nesting wave vector Q. And the sudden drop of AFM orders at large \({{{{\mathcal{V}}}}}_{z}\) regime coincides with the disappearance of B sublattice hole pockets at κ± points and the sharp decline in B sublattice DOS, as illustrated in Fig. 2, indicating that the holes on B sublattice play a crucial role in mediating the AFM order.
Discussion
In summary, we have constructed a three-band tight-binding model through direct Wannierization, and incorporated onsite Hubbard repulsion and NNN attraction to explain the SC and correlated insulator phase observed in the 3.65° tWSe2 at filling ν = − 170. Our mean-field analysis indicates that, the SC phase is an A-class topological SC with Chern number C = ± 2, featuring the inter-valley mixed \({d}_{xy}\pm i{d}_{{x}^{2}-{y}^{2}}\) and px ∓ ipy-wave pairing symmetry, and the correlated insulator phase is explained by the 120° AFM order. We further demonstrate that the metallic behavior when the filling is away from ν = − 1 can also be qualitatively understood within our mean-field framework (see Supplementary Section VIII). Compared with the 5° tWSe2 system71, the experimental features show notable similarities despite differences in low-energy band structure and interaction strength82. Recent theoretical advances106 suggest the possibility of a unifying underlying mechanism, motivating future efforts toward a unified description.
The topological band structure in our model can be crucial for understanding how SC arises for flat band systems, since non-trivial lower bounds of SC superfluid weight exist107,108,109,110,111,112 due to quantum geometric effects, which deserves more detailed future theoretical studies. Moreover, our results also suggest that the tWSe2 homobilayers could provide new possibilities for realizing topological SC, which call for more detailed experimental studies to further uncover its nature. Identifying the topological edge states by measuring quantized thermal Hall conductance113,114,115, or verifying the chiral nature of the SC pairing symmetry through the phase-sensitive Josephson junction116,117,118, will surely open new opportunities in twisted TMD systems.
Note added
In finishing the present work, we noticed that refs. 119,120,121,122,123,124 appeared, which also investigated the SC and correlated insulators in tWSe2 reported in ref. 70, although there are important differences between those studies and the present one.
Methods
We construct a three-band tight-binding model by a direct Wannierization of the continuum model of 3.65° twisted bilayer WSe2, with the resulting hopping parameters given in Supplementary Information Section I. The model incorporates onsite Hubbard repulsion and nearest- or next-nearest-neighbor attractions. A detailed estimation of the Hubbard interaction parameters is provided in Supplementary Information Sections III and IV, while a microscopic explanation of the attractive terms is presented by the random phase approximation calculation in Supplementary Information Section V. The interacting model is analyzed within the standard mean-field framework, with full derivations and self-consistent procedures provided in Supplementary Information Sections VI and VII.
Data availability
Source data for all figures in the main article are available in the Supplementary Data file. Source data are provided with this paper.
Code availability
The codes used in this study are available from the corresponding author upon request.
References
Andrei, E. Y. & MacDonald, A. H. Graphene bilayers with a twist. Nat. Mater. 19, 1265–1275 (2020).
Andrei, E. Y. et al. The marvels of moiré materials. Nat. Rev. Mater. 6, 201–206 (2021).
Kennes, D. M. et al. Moiré heterostructures as a condensed-matter quantum simulator. Nat. Phys. 17, 155–163 (2021).
Castellanos-Gomez, A. et al. Van der waals heterostructures. Nat. Rev. Methods Prim. 2, 58 (2022).
Mak, K. F. & Shan, J. Semiconductor moiré materials. Nat. Nanotechnol. 17, 686–695 (2022).
Cao, Y. et al. Unconventional superconductivity in magic-angle graphene superlattices. Nature 556, 43–50 (2018).
Lu, X. et al. Superconductors, orbital magnets and correlated states in magic-angle bilayer graphene. Nature 574, 653–657 (2019).
Yankowitz, M. et al. Tuning superconductivity in twisted bilayer graphene. Science 363, 1059–1064 (2019).
Oh, M. et al. Evidence for unconventional superconductivity in twisted bilayer graphene. Nature 600, 240–245 (2021).
Bistritzer, R. & MacDonald, A. H. Moiré bands in twisted double-layer graphene. Proc. Natl Acad. Sci. 108, 12233–12237 (2011).
Wu, F., MacDonald, A. H. & Martin, I. Theory of phonon-mediated superconductivity in twisted bilayer graphene. Phys. Rev. Lett. 121, 257001 (2018).
Lian, B., Wang, Z. & Bernevig, B. A. Twisted bilayer graphene: a phonon-driven superconductor. Phys. Rev. Lett. 122, 257002 (2019).
Wu, F., Hwang, E. & Das Sarma, S. Phonon-induced giant linear-in-T resistivity in magic angle twisted bilayer graphene: ordinary strangeness and exotic superconductivity. Phys. Rev. B 99, 165112 (2019).
Shavit, G., Berg, E., Stern, A. & Oreg, Y. Theory of correlated insulators and superconductivity in twisted bilayer graphene. Phys. Rev. Lett. 127, 247703 (2021).
Liu, C.-X., Chen, Y., Yazdani, A. & Bernevig, B. A. Electron–K-phonon interaction in twisted bilayer graphene. Phys. Rev. B 110, 045133 (2024).
Wang, Y.-J., Zhou, G.-D., Peng, S.-Y., Lian, B. & Song, Z.-D. Molecular pairing in twisted bilayer graphene superconductivity. Phys. Rev. Lett. 133, 146001 (2024).
Wang, Y.-J., Zhou, G.-D., Lian, B. & Song, Z.-D. Electron-phonon coupling in the topological heavy fermion model of twisted bilayer graphene. Phys. Rev. B 111, 035110 (2025).
Ochi, M., Koshino, M. & Kuroki, K. Possible correlated insulating states in magic-angle twisted bilayer graphene under strongly competing interactions. Phys. Rev. B 98, 081102 (2018).
Chou, Y.-Z., Wu, F., Sau, J. D. & Das Sarma, S. Acoustic-phonon-mediated superconductivity in bernal bilayer graphene. Phys. Rev. B 105, L100503 (2022).
Isobe, H., Yuan, N. F. Q. & Fu, L. Unconventional superconductivity and density waves in twisted bilayer graphene. Phys. Rev. X 8, 041041 (2018).
Angeli, M., Tosatti, E. & Fabrizio, M. Valley jahn-teller effect in twisted bilayer graphene. Phys. Rev. X 9, 041010 (2019).
Blason, A. & Fabrizio, M. Local kekulé distortion turns twisted bilayer graphene into topological mott insulators and superconductors. Phys. Rev. B 106, 235112 (2022).
Christos, M., Sachdev, S. & Scheurer, M. S. Nodal band-off-diagonal superconductivity in twisted graphene superlattices. Nat. Commun. 14, 7134 (2023).
Islam, S. F., Zyuzin, A. Y. & Zyuzin, A. A. Unconventional superconductivity with preformed pairs in twisted bilayer graphene. Phys. Rev. B 107, L060503 (2023).
Song, Z.-D. & Bernevig, B. A. Magic-angle twisted bilayer graphene as a topological heavy fermion problem. Phys. Rev. Lett. 129, 047601 (2022).
Dodaro, J. F., Kivelson, S. A., Schattner, Y., Sun, X.-Q. & Wang, C. Phases of a phenomenological model of twisted bilayer graphene. Phys. Rev. B 98, 075154 (2018).
You, Y.-Z. & Vishwanath, A. Superconductivity from valley fluctuations and approximate SO(4) symmetry in a weak coupling theory of twisted bilayer graphene. npj Quantum Mater. 4, 16 (2019).
Khalaf, E., Chatterjee, S., Bultinck, N., Zaletel, M. P. & Vishwanath, A. Charged skyrmions and topological origin of superconductivity in magic-angle graphene. Sci. Adv. 7, eabf5299 (2021).
Löthman, T., Schmidt, J., Parhizgar, F. & Black-Schaffer, A. M. Nematic superconductivity in magic-angle twisted bilayer graphene from atomistic modeling. Commun. Phys. 5, 92 (2022).
Cao, Y. et al. Correlated insulator behaviour at half-filling in magic-angle graphene superlattices. Nature 556, 80–84 (2018).
Park, J. M., Cao, Y., Watanabe, K., Taniguchi, T. & Jarillo-Herrero, P. Tunable strongly coupled superconductivity in magic-angle twisted trilayer graphene. Nature 590, 249–255 (2021).
Hao, Z. et al. Electric field–tunable superconductivity in alternating-twist magic-angle trilayer graphene. Science 371, 1133–1138 (2021).
Cao, Y., Park, J. M., Watanabe, K., Taniguchi, T. & Jarillo-Herrero, P. Pauli-limit violation and re-entrant superconductivity in moiré graphene. Nature 595, 526–531 (2021).
Kim, H. et al. Evidence for unconventional superconductivity in twisted trilayer graphene. Nature 606, 494–500 (2022).
Zhou, H. et al. Isospin magnetism and spin-polarized superconductivity in bernal bilayer graphene. Science 375, 774–778 (2022).
Zhang, Y. et al. Enhanced superconductivity in spin–orbit proximitized bilayer graphene. Nature 613, 268–273 (2023).
Arora, H. S. et al. Superconductivity in metallic twisted bilayer graphene stabilized by WSe2. Nature 583, 379–384 (2020).
Holleis, L. et al. Nematicity and orbital depairing in superconducting bernal bilayer graphene. Nature Physics 21, 444–450 (2025).
Li, C. et al. Tunable superconductivity in electron-and hole-doped bernal bilayer graphene. Nature 631, 300–306 (2024).
Su, R., Kuiri, M., Watanabe, K., Taniguchi, T. & Folk, J. Superconductivity in twisted double bilayer graphene stabilized by WSe2. Nat. Mater. 22, 1332–1337 (2023).
Zhou, H., Xie, T., Taniguchi, T., Watanabe, K. & Young, A. F. Superconductivity in rhombohedral trilayer graphene. Nature 598, 434–438 (2021).
Han, T. et al. Signatures of chiral superconductivity in rhombohedral graphene. Nature 643, 654–661 (2025).
Choi, Y. et al. Superconductivity and quantized anomalous Hall effect in rhombohedral graphene. Nature 639, 342–347 (2025).
Wu, F., Lovorn, T., Tutuc, E. & MacDonald, A. H. Hubbard model physics in transition metal dichalcogenide moiré bands. Phys. Rev. Lett. 121, 026402 (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).
Tang, Y. et al. Simulation of hubbard model physics in WSe2/WS2 moiré superlattices. Nature 579, 353–358 (2020).
Regan, E. C. et al. Mott and generalized wigner crystal states in WSe2/WS2 moiré superlattices. Nature 579, 359–363 (2020).
Wang, L. et al. Correlated electronic phases in twisted bilayer transition metal dichalcogenides. Nat. Mater. 19, 861–866 (2020).
Xu, Y. et al. Correlated insulating states at fractional fillings of moiré superlattices. Nature 587, 214–218 (2020).
Li, T. et al. Continuous mott transition in semiconductor moiré superlattices. Nature 597, 350–354 (2021).
Ghiotto, A. et al. Quantum criticality in twisted transition metal dichalcogenides. Nature 597, 345–349 (2021).
Xu, Y. et al. A tunable bilayer Hubbard model in twisted WSe2. Nat. Nanotechnol. 17, 934–939 (2022).
Li, T. et al. Quantum anomalous hall effect from intertwined moiré bands. Nature 600, 641–646 (2021).
Cai, J. et al. Signatures of fractional quantum anomalous hall states in twisted MoTe2. Nature 622, 63–68 (2023).
Zeng, Y. et al. Thermodynamic evidence of fractional chern insulator in moiré MoTe2. Nature 622, 69–73 (2023).
Park, H. et al. Observation of fractionally quantized anomalous hall effect. Nature 622, 74–79 (2023).
Xu, F. et al. Observation of integer and fractional quantum anomalous hall effects in twisted bilayer MoTe2. Phys. Rev. X 13, 031037 (2023).
Kang, K. et al. Evidence of the fractional quantum spin hall effect in moiré MoTe2. Nature 628, 522–526 (2024).
Wietek, A. et al. Tunable stripe order and weak superconductivity in the moiré hubbard model. Phys. Rev. Res. 4, 043048 (2022).
Klebl, L., Fischer, A., Classen, L., Scherer, M. M. & Kennes, D. M. Competition of density waves and superconductivity in twisted tungsten diselenide. Phys. Rev. Res. 5, L012034 (2023).
Zhou, B. & Zhang, Y.-H. Chiral and nodal superconductors in the t−J model with valley contrasting flux on a triangular moiré lattice. Phys. Rev. B 108, 155111 (2023).
Bélanger, M., Fournier, J. & Sénéchal, D. Superconductivity in the twisted bilayer transition metal dichalcogenide WSe2: a quantum cluster study. Phys. Rev. B 106, 235135 (2022).
Chen, F. & Sheng, D. N. Singlet, triplet, and pair density wave superconductivity in the doped triangular-lattice moiré system. Phys. Rev. B 108, L201110 (2023).
Zegrodnik, M. & Biborski, A. Mixed singlet-triplet superconducting state within the moiré t − J − U model applied to twisted bilayer WSe2. Phys. Rev. B 108, 064506 (2023).
Akbar, W., Biborski, A., Rademaker, L. & Zegrodnik, M. Topological superconductivity with mixed singlet-triplet pairing in moiré transition-metal-dichalcogenide bilayers. Phys. Rev. B 110, 064516 (2024).
Wu, Y.-M., Wu, Z. & Yao, H. Pair-density-wave and chiral superconductivity in twisted bilayer transition metal dichalcogenides. Phys. Rev. Lett. 130, 126001 (2023).
Xie, Y.-M. & Law, K. T. Orbital fulde-ferrell pairing state in moiré ising superconductors. Phys. Rev. Lett. 131, 016001 (2023).
Schrade, C. & Fu, L. Nematic, chiral, and topological superconductivity in twisted transition metal dichalcogenides. Phys. Rev. B 110, 035143 (2024).
Crépel, V., Guerci, D., Cano, J., Pixley, J. & Millis, A. Topological superconductivity in doped magnetic moiré semiconductors. Phys. Rev. Lett. 131, 056001 (2023).
Xia, Y. et al. Superconductivity in twisted bilayer WSe2. Nature 637, 833–838 (2025).
Guo, Y. et al. Superconductivity in 5.0° twisted bilayer WSe2. Nature 637, 839–845 (2025).
Pan, H., Wu, F. & Das Sarma, S. Band topology, hubbard model, heisenberg model, and dzyaloshinskii-moriya interaction in twisted bilayer WSe2. Phys. Rev. Res. 2, 033087 (2020).
Zang, J., Wang, J., Cano, J. & Millis, A. J. Hartree-fock study of the moiré hubbard model for twisted bilayer transition metal dichalcogenides. Phys. Rev. B 104, 075150 (2021).
Kiese, D., He, Y., Hickey, C., Rubio, A. & Kennes, D. M. TMDs as a platform for spin liquid physics: A strong coupling study of twisted bilayer WSe2. APL Mater. 10, 031113 (2022).
Pan, H., Wu, F. & Das Sarma, S. Quantum phase diagram of a moiré-hubbard model. Phys. Rev. B 102, 201104 (2020).
Kundu, S., Naik, M. H., Krishnamurthy, H. R. & Jain, M. Moiré induced topology and flat bands in twisted bilayer WSe2: a first-principles study. Phys. Rev. B 105, L081108 (2022).
Zhang, X.-W. et al. Polarization-driven band topology evolution in twisted MoTe2 and WSe2. Nat. Commun. 15, 4223 (2024).
Foutty, B. A. et al. Mapping twist-tuned multiband topology in bilayer WSe2. Science 384, 343–347 (2024).
Devakul, T., Crépel, V., Zhang, Y. & Fu, L. Magic in twisted transition metal dichalcogenide bilayers. Nat. Commun. 12, 6730 (2021).
Qiu, W.-X., Li, B., Luo, X.-J. & Wu, F. Interaction-driven topological phase diagram of twisted bilayer MoTe2. Phys. Rev. X 13, 041026 (2023).
Xu, C., Li, J., Xu, Y., Bi, Z. & Zhang, Y. Maximally localized wannier functions, interaction models, and fractional quantum anomalous hall effect in twisted bilayer MoTe2. Proc. Natl Acad. Sci. 121, e2316749121 (2024).
Crépel, V. & Millis, A. Bridging the small and large in twisted transition metal dichalcogenide homobilayers: a tight binding model capturing orbital interference and topology across a wide range of twist angles. Phys. Rev. Res. 6, 033127 (2024).
Koshino, M. et al. Maximally localized wannier orbitals and the extended hubbard model for twisted bilayer graphene. Phys. Rev. X 8, 031087 (2018).
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).
Po, H. C., Zou, L., Senthil, T. & Vishwanath, A. Faithful tight-binding models and fragile topology of magic-angle bilayer graphene. Phys. Rev. B 99, 195455 (2019).
Bardeen, J., Cooper, L. N. & Schrieffer, J. R. Theory of superconductivity. Phys. Rev. 108, 1175 (1957).
McMillan, W. Transition temperature of strong-coupled superconductors. Phys. Rev. 167, 331 (1968).
Cea, T. & Guinea, F. Coulomb interaction, phonons, and superconductivity in twisted bilayer graphene. Proc. Natl Acad. Sci. 118, e2107874118 (2021).
Ghazaryan, A., Holder, T., Serbyn, M. & Berg, E. Unconventional superconductivity in systems with annular fermi surfaces: Application to rhombohedral trilayer graphene. Phys. Rev. Lett. 127, 247001 (2021).
Guo, H., Zhu, X., Feng, S. & Scalettar, R. T. Pairing symmetry of interacting fermions on a twisted bilayer graphene superlattice. Phys. Rev. B 97, 235453 (2018).
Ray, S., Jung, J. & Das, T. Wannier pairs in superconducting twisted bilayer graphene and related systems. Phys. Rev. B 99, 134515 (2019).
Chatterjee, S., Wang, T., Berg, E. & Zaletel, M. P. Inter-valley coherent order and isospin fluctuation mediated superconductivity in rhombohedral trilayer graphene. Nat. Commun. 13, 6013 (2022).
Kohn, W. & Luttinger, J. New mechanism for superconductivity. Phys. Rev. Lett. 15, 524 (1965).
Monthoux, P., Balatsky, A. & Pines, D. Toward a theory of high-temperature superconductivity in the antiferromagnetically correlated cuprate oxides. Phys. Rev. Lett. 67, 3448 (1991).
Scalapino, D. J. The case for dx2- y2 pairing in the cuprate superconductors. Phys. Rep. 250, 329–365 (1995).
Altland, A. & Zirnbauer, M. R. Nonstandard symmetry classes in mesoscopic normal-superconducting hybrid structures. Phys. Rev. B 55, 1142–1161 (1997).
Schnyder, A. P., Ryu, S., Furusaki, A. & Ludwig, A. W. W. Classification of topological insulators and superconductors in three spatial dimensions. Phys. Rev. B 78, 195125 (2008).
Chiu, C.-K., Teo, J. C., Schnyder, A. P. & Ryu, S. Classification of topological quantum matter with symmetries. Rev. Mod. Phys. 88, 035005 (2016).
Chen, K. S. et al. Unconventional superconductivity on the triangular lattice hubbard model. Phys. Rev. B 88, 041103 (2013).
Venderley, J. & Kim, E.-A. Density matrix renormalization group study of superconductivity in the triangular lattice hubbard model. Phys. Rev. B 100, 060506 (2019).
Fallahazad, B. et al. Shubnikov–de haas oscillations of high-mobility holes in monolayer and bilayer WSe2: Landau level degeneracy, effective mass, and negative compressibility. Phys. Rev. Lett. 116, 086601 (2016).
Mounet, N. et al. Two-dimensional materials from high-throughput computational exfoliation of experimentally known compounds. Nat. Nanotechnol. 13, 246–252 (2018).
Cheng, M., Sun, K., Galitski, V. & Das Sarma, S. Stable topological superconductivity in a family of two-dimensional fermion models. Phys. Rev. B 81, 024504 (2010).
Deutscher, G. Percolation and Superconductivity, 95–113 (Springer, 1984).
Alexander, S. Superconductivity of networks. A percolation approach to the effects of disorder. Phys. Rev. B 27, 1541–1557 (1983).
Fischer, A. et al. Theory of intervalley-coherent afm order and topological superconductivity in tWSe2. Preprint at https://arxiv.org/abs/2412.14296 (2024).
Peotta, S. & Törmä, P. Superfluidity in topologically nontrivial flat bands. Nat. Commun. 6, 8944 (2015).
Julku, A., Peotta, S., Vanhala, T. I., Kim, D.-H. & Törmä, P. Geometric origin of superfluidity in the Lieb-lattice flat band. Phys. Rev. Lett. 117, 045303 (2016).
Liang, L. et al. Band geometry, berry curvature, and superfluid weight. Phys. Rev. B 95, 024515 (2017).
Herzog-Arbeitman, J., Peri, V., Schindler, F., Huber, S. D. & Bernevig, B. A. Superfluid weight bounds from symmetry and quantum geometry in flat bands. Phys. Rev. Lett. 128, 087002 (2022).
Huhtinen, K.-E., Herzog-Arbeitman, J., Chew, A., Bernevig, B. A. & Törmä, P. Revisiting flat band superconductivity: dependence on minimal quantum metric and band touchings. Phys. Rev. B 106, 014518 (2022).
Törmä, P., Peotta, S. & Bernevig, B. A. Superconductivity, superfluidity and quantum geometry in twisted multilayer systems. Nat. Rev. Phys. 4, 528–542 (2022).
Kasahara, Y. et al. Majorana quantization and half-integer thermal quantum hall effect in a Kitaev spin liquid. Nature 559, 227–231 (2018).
Banerjee, M. et al. Observed quantization of anyonic heat flow. Nature 545, 75–79 (2017).
Banerjee, M. et al. Observation of half-integer thermal hall conductance. Nature 559, 205–210 (2018).
Wollman, D. A., Van Harlingen, D. J., Lee, W. C., Ginsberg, D. M. & Leggett, A. J. Experimental determination of the superconducting pairing state in YBCO from the phase coherence of YBCO-Pb dc SQUIDs. Phys. Rev. Lett. 71, 2134–2137 (1993).
Van Harlingen, D. J. Phase-sensitive tests of the symmetry of the pairing state in the high-temperature superconductors-evidence for \({{{{\rm{d}}}}}_{{x}^{2}-{y}^{2}}\) symmetry. Rev. Mod. Phys. 67, 515 (1995).
Tsuei, C. & Kirtley, J. Pairing symmetry in cuprate superconductors. Rev. Mod. Phys. 72, 969 (2000).
Kim, S., Mendez-Valderrama, J. F., Wang, X. & Chowdhury, D. Theory of correlated insulators and superconductor at ν = 1 in twisted WSe2. Nat. Commun. 16, 1701 (2025)
Myerson-Jain, N. & Xu, C. Superconductor-insulator transition in the TMD moiré systems and the deconfined quantum critical point. Preprint at https://arxiv.org/abs/2406.12971 (2024).
Zhu, J., Chou, Y.-Z., Xie, M. & Sarma, S. D. Superconductivity in twisted transition metal dichalcogenide homobilayers. Phys. Rev. B 111, L060501 (2025).
Christos, M., Bonetti, P. M. & Scheurer, M. S. Approximate symmetries, insulators, and superconductivity in the continuum-model description of twisted WSe2. Phys. Rev. Lett. 135, 046503 (2025).
Xie, F. et al. Superconductivity in twisted WSe2 from topology-induced quantum fluctuations. Phys. Rev. Lett. 134, 136503 (2025).
Guerci, D., Kaplan, D., Ingham, J., Pixley, J. & Millis, A. J. Topological superconductivity from repulsive interactions in twisted WSe2. Preprint at https://arxiv.org/abs/2408.16075 (2024).
Acknowledgements
We would like to thank Andrei Bernevig for helpful discussions. This work is supported in part by MOSTC under Grant No. 2021YFA1400100 (H.Y.), by the Innovation Program for Quantum Science and Technology under Grant No.2021ZD0302502 (H.Y.), by NSFC under Grant Nos. 12347107 (C.T., M.-R.L., Z.W., W.S., H.Y.) and 12334003 (H.Y.), and by the New Cornerstone Science Foundation through the Xplorer Prize (H.Y.).
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H.Y. conceived and supervised the project. C.T. and M.-R.L. carried out the computations. All authors (C.T., M.-R.L., Z.W., W.S., and H.Y.) contributed to the interpretation of results and to writing the manuscript.
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Tuo, C., Li, MR., Wu, Z. et al. Theory of topological superconductivity and antiferromagnetic correlated insulators in twisted bilayer WSe2. Nat Commun 16, 9525 (2025). https://doi.org/10.1038/s41467-025-64519-3
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DOI: https://doi.org/10.1038/s41467-025-64519-3
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