Article | Open

Large Seebeck effect by charge-mobility engineering

  • Nature Communications volume 6, Article number: 7475 (2015)
  • doi:10.1038/ncomms8475
  • Download Citation


The Seebeck effect describes the generation of an electric potential in a conducting solid exposed to a temperature gradient. In most cases, it is dominated by an energy-dependent electronic density of states at the Fermi level, in line with the prevalent efforts towards superior thermoelectrics through the engineering of electronic structure. Here we demonstrate an alternative source for the Seebeck effect based on charge-carrier relaxation: a charge mobility that changes rapidly with temperature can result in a sizeable addition to the Seebeck coefficient. This new Seebeck source is demonstrated explicitly for Ni-doped CoSb3, where a marked mobility change occurs due to the crossover between two different charge-relaxation regimes. Our findings unveil the origin of pronounced features in the Seebeck coefficient of many other elusive materials characterized by a significant mobility mismatch. When utilized appropriately, this effect can also provide a novel route to the design of improved thermoelectric materials.


Even though no fundamental constraints other than the Carnot efficiency are known to limit the potential efficiency of thermoelectric materials1, the dimensionless figure of merit ZT=T S2σ/κ (T is the absolute temperature, S the Seebeck coefficient, σ the electrical conductivity and κ the thermal conductivity) in current materials hovers at values around 1, which are still inadequate for widespread applications2,3. Efforts to optimize ZT in general fall into two categories: ‘phonon engineering’ and ‘electronic-structure engineering’. The most successful concept in this context is that of a phonon glass-electron crystal4. Here one attempts to reduce the thermal conductivity by incorporating intrinsic or extrinsic phonon scatterers while keeping the electronic properties unchanged5. Conversely, ‘electronic-structure engineering’1,2,3,6 pursues a favourable electronic dispersion at the Fermi level, ɛF, to achieve a higher thermoelectric power factor (S2σ). Optimization of ZT through these concepts appears to be limited by the interdependence of the three relevant transport coefficients (S, σ and κ). In some specific systems, more exotic physical phenomena such as spin degeneracy and electronic correlations are also highly relevant to the Seebeck effect7,8; however, their impact is less transparent in practical material design.

The Seebeck coefficient of a conducting solid is generally induced by the asymmetry of the electronic density of states (DOSs) N(ɛ) at the Fermi level ɛF, as illustrated in Fig. 1a. There, a temperature gradient ΔTx along the sample leads to a slight gradient in the Fermi level ɛF (or, more generally, the chemical potential). Due to the energy dispersive N(ɛ) and the Fermi function f(ɛ), which both determine the charge-carrier density at ɛF, n(ɛF)=N(ɛF)f(ɛF), a net diffusion of electrons occurs along the sample. The electron diffusion is eventually impeded by a retarding electric potential (Vx), leading to SN=Vx/|ΔTx| at equilibrium. We denote this conventional contribution to the Seebeck effect as SN. From the thermodynamic point of view, this term measures the temperature derivative of ɛF per unit charge e, SN(1/e) ∂ɛF/∂T. It also explains Seebeck’s original observation of an electric potential across the junction of two metallic wires (cf. Fig. 1b). Here the difference of the Fermi energies of the two metals simply sets up an artificial energy dependence of N(ɛ).

Figure 1: The Seebeck effect derived from different asymmetries of charge carriers at the Fermi level.
Figure 1

(a) A conducting solid with a significant energy-dependent DOSs. (b) A junction of conducting solids A and B with different DOSs, which is the situation where the Seebeck effect was originally discovered. (c) A conducting solid with a steep energy dependence of the electron relaxation time τ. (d) A junction between two conducting solids of significantly different τ. The vertical axis denotes either N(ɛ) or τ(ɛ) at the Fermi level. The horizontal axis denotes temperature, or equivalently, the Fermi energy, due to their correlation. Note that scenarios c and d both produce a τ mismatch, which we exploit towards an enhanced Seebeck effect. When applying a magnetic field along the z direction, only in these two cases, transverse electric potential along the y direction (the Nernst effect) can be expected. In the case a and b, such a signal is fully compensated due to the Sondheimer cancellation (see text).

Here we demonstrate a new source for the Seebeck effect, Sτ, based on a charge mobility, μH(T), that changes rapidly with temperature. As illustrated in Fig. 1c, a large derivative dμH(T)/dT can generate a sizeable component Sτ adding to the conventional Seebeck coefficient SN. As we shall see below, this scenario unifies the thermoelectric manifestations of various physical phenomena that lead to a significant gradient of charge-relaxation processes. The contribution Sτ can easily be distinguished from SN by measuring the transverse thermoelectric signal (that is, the Nernst coefficient ν) in the presence of a magnetic field perpendicular to both S and ν. In materials with rapidly changing mobility, the Lorenz force affecting the slow and fast carriers of the cold and hot ends (or vice versa) will not fully compensate, leading to a sizeable value of ν that is dependent on Sτ (Fig. 1c). In cases with an insignificant thermal variation of μH(T) (Fig. 1a), the so-called Sondheimer cancellation removes the transverse potential since the Lorenz forces on the forward and backward flows of the electron current exactly compensate9,10. In analogy to the case shown in Fig. 1b, a proper engineering of the charge mobility, for example, by artificially fabricating a junction between the two conducting solids of very different mobilities, promises to further enhance the Seebeck effect, cf. Fig. 1d.


Seebeck effect and charge mobility

The idea of using mobility gradients to enhance the Seebeck effect emerged from re-assessing the recent thermoelectric investigations on a specific material class of heavy fermions by two of the authors11. There an enhanced Seebeck coefficient was attributed to the asymmetric Kondo scattering processes of conduction electrons from localized 4f electrons. Characterizing the energy-dependent charge-relaxation time τ(ɛ) due to the Kondo effect, a significant Nernst coefficient ν(T) was observed and found to account for the enhanced Seebeck coefficient after renormalization by μH. This implies an inactivation of the Sondheimer cancellation, accounting for a sizeable SτS in heavy fermions. Conceptually different from the local Kondo process, charge-relaxation time in a conventional solid is usually dominated by weakly energy-dependent scattering events, which, however, may exhibit a large temperature dependence due to, for example, a crossover between different relaxation regimes. As far as the thermal transport is concerned, an enhanced gradient of τ with respect to temperature is physically identical to an energy-dependent τ(ɛ) as evidenced by, for example, the Kondo effect. Notably, the former situation is much more transparent: regardless of the origin—we will discuss several possibilities below—sufficiently different charge mobilities at the hot and cold ends of a material will generate an electrical potential analogous to modifying the DOSs of an energy-dependent N(ɛ) (cf. Fig. 1a,c).

Next, we will demonstrate the pivotal influence of the above mechanism for a weakly Ni-doped skutterudite CoSb3. As shown in Fig. 2 (see also ref. 12), S(T) of Co0.999Ni0.001Sb3 is negative and only weakly temperature dependent above 50 K. Further cooling of the temperature leads to a marked sign change of S(T) and a pronounced positive peak of 110 μV K−1 at T≈20 K. Here we highlight the opposite signs of S(T) and RH(T) below 30 K, the latter being negative in the whole temperature range investigated (cf. Fig. 3a). Phonon-drag effects are unlikely to play the key role in the origin of the extraordinary S(T) peak at 20 K due to its absence in undoped CoSb3 and its sensitivity to slight change in Ni concentration12. In view of the opposite signs of S(T) and RH(T) and to account for the unusual peak in the former, an intuitive approach involves a two-band model, with charge carriers of different signs being involved. This is, however, in contradiction to the Hall resistivity data that hint to two electron-like bands (cf. Supplementary Fig. 1 and Supplementary Note 1), whose influences furthermore only coexist in a very limited temperature region (25−40 K, hatched in Fig. 2). Near 20 K, the one-band nature is restored. These observations imply that, while two-band effects are involved in a limited temperature interval (cf. Figs 2 and 3a), they are not responsible for the positive S(T) peak. Another likely multiband regime below T≈7 K (cf. Fig. 3a) is beyond the scope of this investigation. In view of the sublinear ρH(B) above 10 K, we proceed our discussion in the framework of a one-band picture. This applies at least to the low magnetic field region (B≤2 T) where we have measured ν(T) and estimated RH(T).

Figure 2: The Seebeck coefficient S(T) of Co0.999Ni0.001Sb3.
Figure 2

The measured S(T) is compared with calculated values of −ν/μH, that is, the expected Seebeck contribution, Sτ, derived from the mobility gradient, see text. Note that the positive peak developed below 50 K due to the n-type charge carriers can be well reproduced by this ratio. The hatched area indicates the temperature window where two electron-like bands are involved, and these cannot describe the occurrence of the positive S(T) peak.

Figure 3: Electrical transport properties of Co0.999Ni0.001Sb3.
Figure 3

(a) Hall coefficient RH(T) and Hall mobility μH(T), defined as |RH(T)|/ρ(T). The dashed line indicates an approximate T7 dependence of μH(T). The hatchings indicate the regions where multiband effects are present. The one at around 30 K involves two electron-like bands and the one below 7 K is complex and beyond the scope of this work. (b) Electrical resistivity ρ(T) and magnetoresistance MR(T)=[ρB(T)−ρ0]/ρ0. The latter quantity was measured in a magnetic field B=8 T. Three different regions (I, II and III) are indicated, of which region I is characterized by high mobility, intrinsic or deeper donor-derived conductance and region III by low-mobility variable range hopping. The dashed line on top of the ρ(T) curve represents a fit by the thermal activation law. (c) Electrical resistivity plotted as log ρ versus T−1/4. A linear dependence, as well as the negative MR(T ) below about 15 K is characteristic of VRH conduction. VRH, variable range hopping.

The occurrence of a peak in RH(T) and a shoulder in ρ(T) at T≈40 K (cf. Fig. 3a,b) supports the notion of an electron-like shallow impurity level that becomes active below 40 K, due to the surplus electrons of Ni atoms. Applying the thermal activation law ρ=ρ0 exp (Ea/kBT) to the T range 40−110 K above the shoulder (region I, Fig. 3b), the activation energy Ea is estimated to be 207 K. This is associated with either an intrinsic electronic band or a deeper donor level12: as revealed in Fig. 3a, these states are characterized by a high charge mobility. Due to the narrow temperature window, we have not estimated the activation energy for region II (15−40 K). Instead, we stress that the data below 15 K (region III) can be well described by the variable range hopping model, expected for conducting states of weak localization. The observation of negative values of magnetoresistance and a characteristic dependence of log ρ(1/T)1/4 in regime III lend strong support to this proposition (Fig. 3b,c; ref. 12). Consequently, a pronounced change of μH(T) connecting a region with high-mobility (intrinsic or deepe donor derived) charge carriers to a low-mobility variable range hopping conduction occurs due to the onset of a shallow impurity level. The pronounced change of the mobility, following μH(T) T7 between 40 and 10 K (Fig. 3a), dwarfs the characteristics of common charge scattering processes, for example, the T3/2 dependence expected for ionized impurity scattering.

Nernst effect

What are the consequences for the Nernst response? In a nonmagnetic, non-superconducting one-band system9,13,

Here the energy derivative of the tangent of the Hall angle can be expressed by using either μH or τ because tanθH=eBτ/m*=μHB, where m* denotes the effective mass of the relevant charge carriers. Apparently, ν is sensitive to any charge-relaxation process that is asymmetric with respect to ɛ. However, the asymmetry associated with ordinary scattering events is typically rather weak, and representable by a power-law dependence of τ(ɛ)ɛr with |r|≈1 for, for example, electron scattering by acoustic phonons. Replacing 1/∂ɛ in equation (1) by 1/kBT, one immediately recognizes that an enhanced gradient of μH with respect to T similarly can supply a finite Nernst coefficient ν=ATdμH/dT, where A=−(π2/3) kB/|e|. As can be seen in Fig. 4, the pronounced ν(T) peak observed slightly below 40 K for Co0.999Ni0.001Sb3 follows this prediction quantitatively, underlining the existence of distinctly different charge mobilities at the two ends of the sample when exposed to a temperature gradient (cf. Figs 1c and 3a). Given that above 40 K μH(T) is only weakly dependent on temperature, one expects ν(T)μH(T) (dμH/dT is approximated to first order as μH/T, cf. ref. 9). This is also confirmed in Fig. 4 and at T>40 K, ν(T) scales well with μH(T) (red dashed line).

Figure 4: The Nernst coefficient of Co0.999Ni0.001Sb3.
Figure 4

The green solid line represents ATdμH/dT, the expected contribution to ν(T) from the marked charge mobility change (cf. equation (1)), where the prefactor A=−(π2/3) kB/|e|. The quantitative agreement found below 40 K between this calculation and the measured Nernst coefficient (black symbols) lends strong evidence that the enhanced Nernst signal originates from the significant mobility mismatch across the sample. The red dashed line displays the Hall mobility μH(T). ν(T) is expected to approximately scale with μH(T) assuming a weak temperature dependence of the latter, which indeed holds above 40 K (see text for details).


We now scrutinize how the large mobility gradient impacts upon the Seebeck effect. The Mott expression relates the Seebeck coefficient to the logarithmic energy derivatives of N(ɛ) and τ(ɛ) at the Fermi energy,

Even though Sτ due to asymmetric charge relaxation has been ignored in most thermoelectric explorations, it can in fact be the dominating term in specific cases such as heavy-fermion systems, as was realized recently 11. As discussed in Supplementary Note 2 and refs 10, 11, the Nernst coefficient is physically linked to Sτ by ν·BSτ tanθH (or, νSτ μH), since tanθHτ in a conventional one-band solid. An additional Sτ=−ν/μH is, therefore, expected to occur in Co0.999Ni0.001Sb3 due to the abrupt mobility change. Here the negative sign refers to the electron-like charge carriers. Remarkably, the ratio −ν/μH can indeed account for the abrupt crossover and the positive S(T) peak emerging below 50 K (dashed line in Fig. 2). This offers compelling evidence that the rapidly changing mobility is underlying this extraordinary thermoelectric response.

To substantiate this assessment also from the theoretical point of view, we have computed the Seebeck coefficient based on state-of-the-art one-particle electronic-structure calculations, assuming a constant scattering rate τ. While by construction missing out on the mobility-driven effects, this procedure is expected to qualitatively capture all intrinsic DOSs effects, and therewith in particular the contribution SN to the Seebeck coefficient. This expectation is indeed fulfilled: The theoretical SN of Co0.999Ni0.001Sb3, which is negative for all temperatures, approaches the experimental result at only high temperatures, where Sτ is expected to be less relevant (cf. Supplementary Fig. 2 and Supplementary Note 3).

In view of both the very similar μH(T) profiles and the competing signs of S(T) and RH(T) at low temperatures, the scenario described above will be able to explain the positive peak in S(T) observed also for other doping levels of Co1-xNixCo3 reported in ref. 12. One may notice that, in the nominally pure CoSb3, a similar mobility gradient exists with, however, RH(T) being positive. The opposite sign of the charge carriers in pure CoSb3 relative to that of the Ni-doped CoSb3 will naturally invert the sign of the corresponding Sτ. This may account for the abrupt drop of S(T) in CoSb3 from positive to small negative values below c.100 K (cf. Fig. 5 of ref. 12).

In Table 1, we summarize the expected signs for the mobility-driven Seebeck effect (Sτ) and the Nernst coefficient (ν) based on equations (1) and (2). The signs are solely determined by the direction of the mobility gradient and the type of the charge carriers. Clearly, a negative dμH/dT is technically more attractive since in this case, a positive (negative) Sτ would add to a p-type (n-type) transport, leading to an overall enhancement of the Seebeck coefficient.

Table 1: The expected sign of the mobility-driven Nernst coefficient ν and Seebeck effect S τ for the different combinations of the signs of both the charge carrier and d μ H/dT.

The significance of our findings is straightforward, yet wide-ranging: an additional Seebeck coefficient Sτ is generated whenever a temperature-dependent μH exists. However, since Sτν/μH, the mobility-driven Seebeck effect will be sizeable or even dominating only if the gradient dμH/dT is huge, but not μH itself. This concept is far more general than what has been discussed for heavy fermions based on the Kondo effect. We can think of a variety of materials whose thermoelectric responses conform to our unifying scenario: for example, in Cu2Se, a structural phase transition occurs at 400 K, where μH changes abruptly with temperature due to critical scattering. Correspondingly, an unconventional Seebeck coefficient contributing largely to the enhanced ZT values has indeed been observed and attributed to abnormal scattering processes concomitant to the phase transition14. Importantly, the sign of the additional Seebeck coefficient indeed follows our prediction shown in Table 1. Another example that deserves attention is AgBiSe2 (ref. 15), which develops a large negative S(T) maximum out of p-type transport at around 580 K. This feature concurs with a pronounced change of the electrical conductivity, where a marked change of the mobility is expected. It is, therefore, highly desirable to see whether the current scenario can apply. Our scenario appears to be active also in the recently discovered heavy-fermion compound CeRu2Al10 (ref. 16), where a sharp negative gradient of μH(T) is found at T≈20 K, along with an anomalous S(T) peak (cf. Supplementary Figs 3 and 4). These observations can indeed be described within the current framework, as discussed in Supplementary Note 4. More examples may be expected/found in compounds where a phase transition or crossover between two regimes of significantly different charge-relaxation mechanisms, for example, associated with Mott or Anderson localization, takes place. One may also envision engineering the charge mobility of a heterogeneous semiconductor along a certain direction by, for example, controlled doping. Alternatively, one could fabricate an artificial junction from two, preferably already functionally well-graded, thermoelectric materials with very different mobilities to further improve the performance. By disentangling the impact of the gradients of the one-particle DOSs and the charge mobility (or life time) onto thermoelectricity, our findings will also help answering fundamental questions in more complex systems. This pertains in particular to electron-correlated materials, in which the two gradients are convoluted in the many-body spectral function. Further investigations to explore, as well as exploit, the overarching framework of mobility gradients are eagerly called for, both from the fundamental and technological points of view.


Sample synthesis and characterization

The sample of Co0.999Ni0.001Sb3 employed in this work was synthesized by two steps. First, stoichiometric amounts of high purity starting materials were melted in an induction furnace at a temperature of 1,400 °C. This procedure yields material of a fine powder morphology, which has been checked by X-ray diffraction to be single phase. Then, the powder was compacted with a spark plasma sintering technique under a pressure of 40 MPa, by heating to 630 °C in 6 min and keeping at that temperature for 5 min. The purity of the finally obtained sample was checked again by powder X-ray diffraction (cf. Supplementary Fig. 5). The high purity and crystalline quality of the current sample are further evidenced by the fact that its electrical resistivity ρ(T) is enhanced by nearly six orders of magnitude with decreasing temperature from 300 to 2 K (cf. Fig. 3b in the main text). This enhancement of ρ(T) is more than one order of magnitude larger than that reported in ref. 12.

Transport measurements

The Nernst and Seebeck coefficients (ν and S) were measured between 2 K and room temperature using a conventional static heater-and-sink method. A chip resistor (2,000 Ω) was used as heater and one thin (ϕ=25 μm) chromel-AuFe 0.07% thermocouple was employed to detect the temperature gradient. The values of S and ν were determined following the respective definitions S=Ex/|ΔTx| and ν=Ey/BzTx|, with ΔTx being the applied temperature gradient, Bz=2 T the magnetic field and Ex (Ey) the induced electrical potential along the x (y) direction (cf. Fig. 1). For detecting Ex and Ey, Keithley 2,182 nanovoltmeters were employed. Here we adopt the convention that the sign of the Seebeck coefficient represents the potential of the cold side with respect to the hot side, and the sign of Nernst coefficient follows the historical convention as used in thermoelectric investigations9. In addition, electrical resistivity, ρ(T), and Hall coefficient, RH(T), were also measured to facilitate our analysis, with a conventional four-probe technique using a Physical Property Measurement System (PPMS, Quantum Design). A sample of typical dimension 0.5 × 2 × 5 mm3 was used for all the transport measurements. The measurements of Nernst and Hall effect were performed in magnetic fields of opposite directions to eliminate the Seebeck and resistive contribution, respectively.

Additional information

How to cite this article: Sun, P. et al. Large seebeck effect by charge-mobility engineering. Nat. Commun. 6:7475 doi: 10.1038/ncomms8475 (2015).


  1. 1.

    & The best thermoelectric. Proc. Natl Acad. Sci. USA 93, 7436–7439 (1996).

  2. 2.

    , & New and old concepts in thermoelectric materials. Angew. Chem. Int. Ed. Engl. 48, 8616–8639 (2009).

  3. 3.

    & Complex thermoelectric materials. Nat. Mater. 7, 105–114 (2008).

  4. 4.

    in CRC Handbook of Thermoelectrics ed Rowe D. M. Ch. 34 CRC (1995).

  5. 5.

    , & Filled skutterudite antimonides: a new class of thermoelectric materials. Science 272, 1325–1328 (1996).

  6. 6.

    et al. Enhancement of thermoelectric efficiency in PbTe by distortion of the electronic density of states. Science 321, 554–557 (2008).

  7. 7.

    , & Large thermoelectric power in NaCo2O4 single crystals. Phys. Rev. B 56, 12685–12687 (1997).

  8. 8.

    et al. Thermoelectric power of cerium and ytterbium intermetallics. Phys. Rev. B 68, 104432 (2003).

  9. 9.

    The Nernst effect and the boundaries of the Fermi liquid picture. J. Phys. Condens. Matter 21, 113101 (2009).

  10. 10.

    et al. Onset of the vortexlike Nernst signal above Tc in La2-xSrxCuO4 and Bi2Sr2-yLayCuO6. Phys. Rev. B 64, 224519 (2001).

  11. 11.

    & Nernst effect: Evidence of local Kondo scattering in heavy fermions. Phys. Rev. Lett. 110, 216408 (2013).

  12. 12.

    , , , & Effect of Ni on the transport and magnetic properties of Co1-xNixSb3. Phys. Rev. B 65, 115204 (2002).

  13. 13.

    The theory of the galvanomagnetic and thermomagnetic effects in metals. Proc. Roy. Soc. London 193, 484–512 (1948).

  14. 14.

    et al. Ultrahigh thermoelectric performance by electron and phonon critical scattering in Cu2Se1-xIx. Adv. Mater. 25, 6607–6612 (2013).

  15. 15.

    et al. High thermoelectric and reversible p-n-p conduction type switching integrated in dimetal chalcogenide. J. Am. Chem. Soc. 134, 18460–18466 (2012).

  16. 16.

    Thermal and electronic transport in CeRu2Al10: Evidence for a metal-insulator transition. Phys. B 404, 2981–2984 (2009).

Download references


We thank J.L. Snyman for valuable assistance with materials synthesis, and N.L. Wang, J.L. Luo, Y.F. Yang, Q. Si, H.Z. Zhao, M. Baenitz, J. Grin, and G. Kotliar for discussions. P.S., B.W. and J.Z. are thankful to the financial support from the MOST of China (Grant Nos: 2012CB921701 and 2015CB921303), the National Science Foundation of China (Grant No: 11474332), and the Chinese Academy of Sciences through the strategic priority research program (Grant No: XDB07020200). A.M.S. thanks the SA-NRF (93549) and the FRC/URC of UJ for financial assistance, and the IOP-CAS for a visiting professor fellowship. J.M.T. thanks COST Action MP1306 EUSpec for support. M.S. and B.B.I. thank the Danish National Research Foundation (DNRF93) for support.

Author information


  1. Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing 100190, China

    • Peijie Sun
    • , Beipei Wei
    • , Jiahao Zhang
    •  & Frank Steglich
  2. Institute of Solid State Physics, Vienna University of Technology, A-1040 Vienna, Austria

    • Jan M. Tomczak
  3. Highly Correlated Matter Research Group, Department of Physics, University of Johannesburg, Auckland Park 2006, South Africa

    • A.M. Strydom
  4. Max Planck Institute for Chemical Physics of Solids, 01187 Dresden, Germany

    • A.M. Strydom
    •  & Frank Steglich
  5. Department of Chemistry, University of Aarhus, DK-8000 Aarhus C, Denmark

    • M. Søndergaard
    •  & Bo B. Iversen


  1. Search for Peijie Sun in:

  2. Search for Beipei Wei in:

  3. Search for Jiahao Zhang in:

  4. Search for Jan M. Tomczak in:

  5. Search for A.M. Strydom in:

  6. Search for M. Søndergaard in:

  7. Search for Bo B. Iversen in:

  8. Search for Frank Steglich in:


P.S. and F.S. conceived the idea. P.S., B.W. and J.Z. performed all the electrical and thermal transport experiments and analysed the data, after discussion with other authors. J.M.T performed the electronic-structure and thermoelectric calculations. A.M.S., M.S. and B.B.I. prepared the sample and carried out sample characterization. P.S. and F.S. wrote the manuscript and all authors commented on and edited the manuscript.

Competing interests

The authors declare no competing financial interests.

Corresponding author

Correspondence to Peijie Sun.

Supplementary information

PDF files

  1. 1.

    Supplementary Information

    Supplementary Figures 1-5, Supplementary Notes 1-4 and Supplementary References


By submitting a comment you agree to abide by our Terms and Community Guidelines. If you find something abusive or that does not comply with our terms or guidelines please flag it as inappropriate.

Creative Commons BYThis work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit