Significance
We study the low-energy excitations in twisted bilayer graphene, including particle–hole excitations, plasmons, and acoustic phonons. We analyze the way in which these excitations lead to superconductivity, by means of well-tested diagrammatic techniques. We obtain critical temperatures of magnitude ∼1 to 10 K. We estimate the order parameter, which displays different values in different pockets of the Fermi surface. Umklapp processes due to large momentum exchange are crucial for the formation of superconductivity. We provide estimates and trends in agreement with the experimental measurements, emphasizing the tunability of superconductivity with the electronic band structure close to the Fermi level.
Keywords: graphene, superconductivity, twisted
Abstract
The polarizability of twisted bilayer graphene, due to the combined effect of electron–hole pairs, plasmons, and acoustic phonons, is analyzed. The screened Coulomb interaction allows for the formation of Cooper pairs and superconductivity in a significant range of twist angles and fillings. The tendency toward superconductivity is enhanced by the coupling between longitudinal phonons and electron–hole pairs. Scattering processes involving large momentum transfers, Umklapp processes, play a crucial role in the formation of Cooper pairs. The magnitude of the superconducting gap changes among the different pockets of the Fermi surface.
Twisted bilayer graphene (TBG) shows a complex phase diagram which combines superconducting and insulating phases (1, 2) and resembles strongly correlated materials previously encountered in condensed matter physics (3–6). On the other hand, superconductivity seems more prevalent in TBG (7–11), while in other strongly correlated materials magnetic phases are dominant.
The pairing interaction responsible for superconductivity in TBG has been intensively studied. Among other possible pairing mechanisms, the effect of phonons (12–19) (see also ref. 20), the proximity of the chemical potential to a van Hove singularity in the density of states (DOS) (21–25) and excitations of insulating phases (26–28) (see also refs. 29–31), and the role of electronic screening (32–35) have been considered.
In the following, we analyze how the screened Coulomb interaction induces pairing in TBG. The calculation is based on the Kohn–Luttinger formalism (36) for the study of anisotropic superconductivity via repulsive interactions. The screening includes electron–hole pairs (37), plasmons (38), and phonons (note that acoustic phonons overlap with the electron–hole continuum in TBG). Our results show that the repulsive Coulomb interaction, screened by plasmons and electron–hole pairs only, leads to anisotropic superconductivity, although with critical temperatures of order Tc ∼ 10−3 to 10−2 K. The inclusion of phonons in the screening function substantially enhances the critical temperature, to Tc ∼ 1 to 10 K.
The Model
Electronic Structure and Electron–Electron Interactions.
The long-range Coulomb interaction, projected onto the central bands of TBG, is described by an energy scale in the range of 20 to 100 meV. As a result, this interaction modifies significantly the shape and width of the bands of TBG near the first magic angle. The Hartree potential widens the bands, as it shifts the energies at the and points of the moiré Brillouin zone (BZ) with respect to those at the point (39–43). The inclusion of the exchange term in a full Hartree–Fock calculation leads to broken symmetry phases, with valley and/or spin polarization (44–47), among other possible phases (see also refs. 47–50).
In the following, we consider the role of long-range charge fluctuations in the superconducting pairing of TBG. These fluctuations couple to quasiparticles, and also among themselves, via the long-range Coulomb interactions. In addition, long-range fluctuations can be induced by longitudinal acoustic phonons (see below and also ref. 36), so we include these phonons in the calculation.
We analyze pairing by charge fluctuations using the leading contributions in perturbation theory, already considered in ref. 36. We describe, however, the charge fluctuations using the random phase approximation (RPA) response function, as the large DOS and the spin and valley multiplicities imply a significant renormalization of these excitations.
We analyze phases without broken symmetries, where pairing occurs between electrons in different valleys. This analysis can be extended to broken symmetry phases where the two valleys are partially occupied, as expected (45, 51) for fillings .
We do not consider here pairing due to optical phonons, or to acoustic phonons which do not induce long-wavelength charge fluctuations. We discuss later whether these interactions enhance, or suppress, the pairing analyzed here.
The self-consistent screening of the long-range interactions, mediated by the long-wavelength charge excitations, is approximated by the static response function. The neglect of retardation effects, imposed by the complexity of the calculation, implies that pairing is overestimated when the obtained critical temperature is comparable to the frequencies where the response function is expected to have significant structure, such as the phonon frequencies.
The electronic properties of the model are described by the continuum model for TBG (52, 53), using the parameters in ref. 54, eV Å, (see SI Appendix, section 1 for further details). The difference between and , as described in ref. 54, accounts for the inhomogeneous interlayer distance, which is minimum in the regions and maximum in the ones, or it can be seen as a model of a more complete treatment of lattice relaxation (55).
Electron–Phonon Interactions.
We consider as well the electron–electron interaction mediated by acoustic phonons. The energy of these phonons, for wavelengths similar to the moiré unit cell, are of the order of 1 to 4 meV, comparable to the energy of electron–hole interactions. We focus on longitudinal phonons, which couple to electrons via the deformation potential, eV. We neglect the interaction between phonons in the two layers and consider the even superposition of a phonon in each layer such that the displacements in the two layers have the same sign. We neglect the odd superposition, which induces shifts in the chemical potential of the two layers of opposite sign, so that it does not lead to a net charge accumulation. The exchange of a phonon leads to an effective, momentum and frequency dependent interaction between electrons:
| [1] |
where is the mass density, is the frequency of a phonon of momentum , and is the velocity of sound, and being the elastic Lamé coefficients. At low frequencies the electron–phonon coupling, in a single graphene layer, can be described by a dimensionless parameter which describes the phonon induced electron–electron interaction: , where is the electronic susceptibility at zero frequency and momentum (see also ref. 56).
We use eV Å−2 and Å−2, where is the DOS at the Fermi energy, meV is the electron bandwidth, Å2 is the area of the unit cell, and the factor 4 stands for the spin and valley degeneracy. Then, the dimensionless electron–phonon interaction is . For a more detailed description of the phonons in TBG see SI Appendix, section 3.
Polarizability.
Including the diagrams in Fig. 1, Top, the full polarizability of the system can be written as
| [2] |
where is the bare electronic polarizability (the bubble diagram in Fig. 1), is the Coulomb potential, is the distance of the sample from a metallic gate, is the screening from the external environment, and the vectors ’s are reciprocal lattice vectors. We use nm and . The susceptibility in Eq. 2 is a matrix with entries labeled by reciprocal lattice vectors.
Fig. 1.
(Top) Feynman diagrams included in the screened electron–electron interaction. Red wavy lines stand for the Coulomb interaction, and straight black lines stand for the electron–phonon interaction. (Bottom) Momentum and frequency dependence of the imaginary part of the inverse dielectric function, ; see Eq. 4. The calculation is done at the magic angle, , and at half filling. Due to the flatness of the bands, the system is metallic, and it has plasmons (Results and Fig. 2B).
The polarization in Eq. 2 allows us to define the screened Coulomb interaction:
| [3] |
with:
| [4] |
where is given by an expression similar to Eq. 2, except that only the phonon interaction is included, in order to avoid double counting.
The diagrams which describe the screened interaction are shown in Fig. 1, Top. A plot of the imaginary part of the screening function, Eq. 4, is shown in Fig. 1, Bottom. This figure measures the density of charge density excitations, weighted by their coupling to the electron quasiparticles. The lower horizontal bright bands show the electron–hole continuum, the bands directly above them are the plasmons (38), and the faint blue lines give the renormalized plasmons, broadened by their interaction with the electron–hole continuum.
The analysis includes Umklapp processes which enter both in the electron–electron and in the electron–phonon interaction. The calculation in Fig. 1 describes as well the plasmons of the system (38). Further results concerning the plasmon spectrum are reported in SI Appendix, section 2.
Superconducting Pairing via the Screened Coulomb Interaction.
We consider pairing mediated by the screened interaction defined in Eq. 3. This scheme is a variation of the method described in ref. 36. The polarization diagrams are iterated to infinity, using the RPA, while other, exchange-like, diagrams are not considered. The use of the RPA is justified as the spin and valley degeneracy enhances the contribution of diagrams with closed electron–hole bubbles over exchange-like diagrams.
The analysis of the pairing can be turned into a self-consistency condition for the propagator of a Cooper pair, or, alternatively, for the off-diagonal self-energy which hybridizes electrons and holes. This self-consistency requirement reduces to an eigenvalue problem near , where the off-diagonal self-energy tends to zero. In real space and imaginary Matsubara frequencies, this linear equation is given by Eq. 5:
| [5] |
where label the spin/valley flavor, are sublattice and layer indices, is the area of the system, and the are the Green’s functions, which can be written as
| [6] |
where labels the band and the wave vector in the moiré BZ, is the band dispersion, is the chemical potential, and is the Bloch’s eigenfunction corresponding to the eigenvalue :
| [7] |
where the ’s are eigenvectors amplitudes, normalized according to: .
We can sum over the Matsubara frequencies analytically by considering the static limit of the screened potential in Eq. 5: . Using this approximation (to be discussed further below) we obtain the following equation for the order parameter:
| [8] |
where defines the amplitude for the pairing between the bands and , and the kernel is given by
| [9] |
where is the Fermi–Dirac distribution function. The detailed derivation of the Eqs. 8 and 9 is given in SI Appendix, section 4.
The condition for the onset of superconductivity is that the kernel has an eigenvalue equal to 1. This defines the critical temperature, , as the one at which the largest eigenvalue of is equal to 1.
As the Hamiltonian of the TBG does not depend on the spin, we can identify two different kinds of vertices, depending on whether and share the same or opposite valley indices. These two vertices describe intravalley or intervalley superconductivity. As we argue in SI Appendix, section 4, the superconductivity is generally favored in the intervalley channel, and consequently we focus on that case in the following study.
Note, finally, that the potential is repulsive. The attractive phonon-induced electron–electron interaction enters only in the screening function, and it is smaller than the Coulomb potential, except for Umklapp processes characterized by large reciprocal lattice vectors, . These terms are suppressed by the low electron polarizability at these wavevectors.
We neglect pairing due to the bare electron–phonon coupling. The dimensionless constant which describes approximately the phonon induced electron–electron interaction, , implies weak-medium interaction, partially because only phonons of wavelength comparable to the moiré period can induce pairing.
A simple approximation which allows us to perform analytically the inversion of the dielectric matrix and to isolate diagonal and off diagonal Umklapp terms is given in SI Appendix, section 6.
Results
Results for the critical temperature for different angles and fillings are shown in Fig. 2A. The calculations take into account the Hartree potential, but not the exchange term. Note that, at the magic angle, , and at half filling, when the Hartree potential vanishes, the system is metallic, with three pockets at the Fermi surface (see Fig. 2B). Note that the exchange potential, not considered here, leads to a gap at half filling (45–47). This gap is of order ∼20 to 40 meV, that is, much larger than the value of calculated here. Hence, it seems likely that the insulating phase will prevail at half filling and close to a magic angle.
Fig. 2.
(A) Values of the critical temperature as a function of filling for various angles (in our definition, , and denotes the charge neutrality point). (B) Bands and DOS for the magical angle and different fillings. The horizontal lines mark the position of the Fermi energy.
The value of approximately follows the DOS at the Fermi level. As function of filling, the regions near van Hove singularities, which are displaced by the Hartree potential (40), give the maxima of .
The results of Fig. 3 show that TBG is superconducting also in the absence of electron–phonon coupling. The critical temperature is of order K. Similar results, although with somewhat smaller values for the critical temperature, have been obtained in ref. 28.
Fig. 3.
Superconducting critical temperature with (red curve) and without (black curve) the electron–phonon contribution to the screening of the interaction. The calculation is at the magic angle, . Note the logarithmic scale.
A discussion about the effect of the external screening on superconductivity is provided in SI Appendix, section 7. Remarkably, our results predict that superconductivity becomes more robust upon increasing the external screening, in good agreement with recent experimental findings (57).
In order to check if the superconductivity found here is related to the complexity of the wavefunctions of TBG (see, for instance, refs. 58–62), or it is a consequence of an enhanced DOS, we have performed calculations using the parameters in Fig. 2, including the electron–phonon coupling, neglecting the contribution from Umklapp processes. We obtain very low critical temperatures, of order K.
A comprehensive analysis of the role of Umklapp processes in the pairing is beyond the scope of this work. An estimate of their relevance can be inferred from the lowest order (zero and one bubble diagrams) in Fig. 1. Let us assume that the number of relevant reciprocal lattice vectors is (including ). For a momentum transferred , there are direct interactions, defined by the bare interaction . There are second-order diagrams, of order . These diagrams are attractive, as . Hence, the combination of first- and second-order processes lead to an attractive interaction for and .
The relevance of Umklapp processes shows that, besides a large DOS, the nontrivial nature of the wave functions is crucial for the appearance of superconductivity.*
The absolute value and the phase of the order parameter projected onto the valence band throughout the BZ are shown in Fig. 4. For a filling the width of the pair of bands is meV, and all the states in the central bands contribute to the pairing. The phase of the order parameter shows a change of sign, although lack of numerical accuracy prevents a precise determination of the symmetry, which seems close to p-wave. For , the order parameter is mostly localized in the vicinity of the two Fermi surfaces. The system resembles a two-gap superconductor, with generalized -wave symmetry.
Fig. 4.
Absolute value (Left) and phase (Right) of the order parameter projected onto the valence band throughout the BZ at the magic angle, , and fillings (A) and (B). The black lines show the Fermi surface.
The number of pockets and detailed shape of the Fermi surface are highly dependent on the parameters of the model. A robust feature of our results, however, is the lack of sign changes of the order parameter along the Fermi surfaces, irrespective of their shape. A purely repulsive interaction favors sign changes, as in the p-wave pairing in 3He or the d-wave pairing in the cuprates. We ascribe this effect to the fact that the screened interaction shows sizable attractive regions, as mentioned previously.
The calculations leading to the order parameter shown in Fig. 4 have been done assuming pairing between an electron in one valley with momentum and another electron in the other valley, with momentum (see SI Appendix, section 4). Hence, the order parameter is compatible with spin singlet and spin triplet pairing, as the antisymmetry is ensured by using the right combination of the spin and valley components (66, 67).
Further results about the symmetry of the order parameter are reported in SI Appendix, section 8.
The approximate analysis of the pairing potential in SI Appendix, section 6 suggests that Umklapp processes favor pairing near the edges of the BZ and reduce it near its center, the point. The role of Umklapp processes is further analyzed in SI Appendix, section 9.
Discussion
Main Results.
The work presented here addresses two main topics:
-
An analysis of the excitations of TBG. The calculations describe electron–hole pairs, plasmons, and acoustic phonons. For simplicity, we have only included longitudinal phonons, although the calculations can easily be extended to transverse acoustic (15) and to optical phonons (13). Intravalley phonons can be expected to increase further the superconducting pairing. The effect of intervalley optical phonons (13, 20) will enhance or suppress the pairing depending on whether the paired electrons are in a spin singlet/valley triplet or in a spin triplet/valley singlet combination.
The results reported here lead to the screening of the deformation potential and to the renormalization of both the electron–hole pairs and the phonon dispersion. The electron bands include the effects of the Hartree potential, but not exchange contributions.
We find a significant renormalization of the electron–hole continuum due to plasmons and phonons, and reciprocal changes in the phonon dispersion.
-
We have analyzed superconducting pairing due to the repulsive Coulomb interaction screened by the excitations mentioned above. We do not consider here the direct, attractive, electron–phonon interaction, as it can be expected to give a small correction. Superconductivity is closely linked to the contribution of Umklapp processes.
Near half filling, where the central bands are narrowest, all states in the BZ contribute to the order parameter. Away from half filling, the weight of the order parameter is concentrated near the Fermi surface.
In most cases, we find that the order parameter has different weights in different pockets of the Fermi surface. The system resembles a multigap superconductor, with extended -wave symmetry. The lack of sign changes in the order parameter, common in superconductivity derived from repulsive interactions, is due to the fact that Umklapp processes induce attractive terms in the superconducting kernel, Eq. 9 (see also SI Appendix, section 9). We have studied Cooper pairs made from electrons in different valleys. The resulting order parameter is compatible with spin singlet and with spin triplet pairing.
Other Effects.
The work does not attempt to give numerically accurate predictions of the superconducting critical temperature, but the analysis is expected to give reasonable order of magnitude estimates, and to identify trends.
By considering together the role of electron–hole excitations, plasmons, and phonons in the dielectric function, we obtain values of of the same order of magnitude as the experimentally measured ones. The value of follows, approximately, the DOS at the Fermi surface. The suppression of the phonon contribution to the screening reduces the values of by about two orders of magnitude. The neglect of the complexity of the wavefunctions, by leaving out Umklapp processes, reduces by one or two orders of magnitude more, even including phonons. On the other hand, the order of magnitude of the critical temperature does not change when only the central bands are included in the calculation.
Our analysis does not consider exchange effects. In a fully symmmetric, metallic phase the exchange term is significantly smaller than the Hartree potential. The exchange contribution can lead to broken symmetry phases, where our analysis does not apply. Near a filling , however, Hartree–Fock results (45) and the “cascade” picture of multiple phase transitions (51) lead to two completely full pairs of bands and two pairs of partially filled bands. If these bands belong to opposite valleys, our analysis, based on intervalley pairing, should be qualitatively correct.
For simplicity, we have not included the effect of transverse phonons, which couple to the electrons via a gauge potential (68, 69) (see also SI Appendix, section 3). The inclusion of these phonons will increase the tendency toward superconductivity. The frequency dependence of the phonon propagator, not considered here, leads to an upper bound in the value of , which cannot exceed the phonon frequencies.
Elastic scattering is expected to induce pair breaking, as the order parameter has different values at different pockets. These effects will change substantially the superconducting properties when the elastic mean free path is comparable to the inverse of the separation between pockets, . This estimate gives a mean free path a few times larger than the moiré wavelength. If the order parameter has opposite signs in the two valleys, defects which induce intervalley scattering will lead to subgap Andreev states.
Supplementary Material
Acknowledgments
We thank Leonid Levitov, Liang Fu, and José Maria Pizarro for many productive conversations. This work was supported by funding from the European Commission, under the Graphene Flagship, Core 3 Grant 881603 and by Grants NMAT2D (Comunidad de Madrid, Spain), SprQuMat, and SEV-2016-0686 (Ministerio de Ciencia e Innovación, Spain).
Footnotes
The authors declare no competing interest.
*The quantum metric associated to the wavefunctions in the Brillouin zone also affects the rigidity of the superconducting phase, and, as a result, it modifies the critical temperature (see refs. 63–65).
This article contains supporting information online at https://www.pnas.org/lookup/suppl/doi:10.1073/pnas.2107874118/-/DCSupplemental.
Data Availability
All study data are included in the article and/or supporting information.
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