Abstract
Nonreciprocal transport refers to charge transfer processes that are sensitive to the bias polarity. Until recently, nonreciprocal transport was studied only in dissipative systems, where the nonreciprocal quantity is the resistance. Recent experiments have, however, demonstrated nonreciprocal supercurrent leading to the observation of a supercurrent diode effect in Rashba superconductors. Here we report on a supercurrent diode effect in NbSe2 constrictions obtained by patterning NbSe2 flakes with both even and odd layer number. The observed rectification is a consequence of the valley-Zeeman spin-orbit interaction. We demonstrate a rectification efficiency as large as 60%, considerably larger than the efficiency of devices based on Rashba superconductors. In agreement with recent theory for superconducting transition metal dichalcogenides, we show that the effect is driven by the out-of-plane component of the magnetic field. Remarkably, we find that the effect becomes field-asymmetric in the presence of an additional in-plane field component transverse to the current direction. Supercurrent diodes offer a further degree of freedom in designing superconducting quantum electronics with the high degree of integrability offered by van der Waals materials.
Subject terms: Superconducting properties and materials, Spintronics
The supercurrent diode effect was recently observed in a Nb/V/Ta superlattice thin film with Rashba-type spin-orbit coupling. Here, the authors observe this effect in few-layer NbSe2 crystals driven by valley-Zeeman-type spin-orbit coupling and find that the effect is proportional to out-of-plane magnetic field.
Introduction
The archetypal example of a nonreciprocal electronic device is the diode. The term nonreciprocity in this context is used to imply a large difference in resistance between opposite bias polarities. For a conventional semiconductor diode, nonreciprocity follows from the inequivalence of the two crystals forming the pn junction, which have different types of doping. In homogeneous devices, polarity-dependent resistance is observed when both inversion and time-reversal symmetry are broken simultaneously. As shown by Rikken et al.1,2, in noncentrosymmetric conductors nonreciprocal resistance can be phenomenologically described by
1 |
where the coefficient α refers to the usual magnetoresistance and γ is the magnetochiral anisotropy (MCA) coefficient. In normal conductors, γ is typically very small. Its strength is determined by the ratio between spin–orbit perturbation and the Fermi energy. Nonreciprocal transport therefore becomes discernible in semiconductors with low Fermi level and large spin–orbit interaction (SOI)3. The MCA effect can be greatly amplified in noncentrosymmetric superconductors4–6,6–8. Here, the energy scale governing the fluctuation regime close to the critical temperature is not the Fermi energy, but the superconducting gap. Another way to boost MCA for the resistance is to engineer nonreciprocal vortex motion in a superconductor by asymmetric patterning of artificial pinning centers9.
In the past years, superconductivity-enhanced MCA for the resistance has been studied extensively. There is a satisfactory understanding of the mechanisms producing nonreciprocal resistance and theory predictions successfully describe the experiments10,11. On this basis, some first applications, such as superconducting antenna rectifiers8 or spin filtering diodes12, have already been proposed.
So far, studies on nonreciprocal transport, even when exploiting superconductivity to enhance MCA, have mainly focused on resistance. The seminal demonstration of a dissipationless nonreciprocal supercurrent13 was only recently provided by experiments on synthetic Rashba superconductors based on Nb/V/Ta multilayers14 and on Josephson junctions15 with strong Rashba SOI. Such a nonreciprocal supercurrent gives rise to the so-called superconducting diode effect, where the supercurrent can flow only in one direction that can be switched by a magnetic field.
The MCA for the electrical resistance and that for the supercurrent are two clearly distinct effects. The latter is characterized by the kinetic inductance, which is uneven in the current, while the resistance is zero. In the experiments reported so far, samples that showed nonreciprocal supercurrent far below Tc also showed nonreciprocal resistance in the fluctuation regime near Tc14,15. This correlation between the two phenomena arises due to the fact that both effects require the same symmetry-breaking mechanisms (i.e., time and inversion symmetry). While there is a satisfactory understanding of MCA for the resistance, the theoretical study of magnetochiral effects in supercurrents is just in its infancy16–25. Nonreciprocal supercurrent is better understood in Josephson junctions, where the diode effect can be engineered by Andreev bound states in the normal weak-link. The observation of non-reciprocal supercurrent in Rashba superconductors raises the question about its existence in materials with other types of SOI. Promising candidates are transition metal dichalcogenides (TMDs) that feature valley-Zeeman SOI, where magnetochiral resistance was already measured, while non-reciprocal supercurrent was predicted26 but not yet observed.
Here, we report on the observation of a pronounced supercurrent diode effect in constrictions of few-layer NbSe2-crystals. Owing to dominant valley-Zeeman SOI, the supercurrent diode behavior is driven by the out-of-plane component Bz of the magnetic field. Unexpectedly, also the in-plane component affects the non-reciprocal supercurrent: we find that it breaks the anti-symmetry of the critical current difference with respect to Bz, boosting the rectification for one Bz direction, and suppressing it for the opposite one.
Results
Our samples are fabricated using standard exfoliation methods for TMDs27–30. A scheme of the typical device is depicted in Fig. 1a. The exfoliated NbSe2 crystals considered here are between 2 and 5 layers thick29. The flake thickness can be estimated with reasonable accuracy from the optical contrast of the crystal when stamped on standard SiO2/Si substrates. The parity of the layer number N and the lattice orientation is determined, a posteriori, by second harmonic generation (SHG) measurements for all samples. NbSe2 crystals are fully encapsulated in hBN30 and edge contacts are fabricated by electron beam lithography31. A 250 nm-long channel of 250 nm width is patterned by electron beam lithography and reactive ion etching. The etched parts appear as dark purple triangles in Fig. 1b. The purpose of the narrow channel is to have a well-defined direction of the current density in the constriction, whose direction is indicated by I in Fig. 1a. In what follows, the x-direction is assumed to be that of the constriction axis (and thus that of the supercurrent) while the z-direction is perpendicular to the sample plane.
The main measurements of this work (sample F, see below) were performed in a dilution refrigerator equipped with a 9 T-superconducting coil controlling the in-plane component of the magnetic field. Additional coils provide a field perpendicular to the sample plane. A piezo-rotator allows for rotation of the sample around an axis normal to the sample plane. Additional measurements (samples B–E and G, see Supplementary Information) were performed in a 4He cryostat with a base temperature of 1.3 K, equipped with a single superconducting coil. Figure 1c–e introduces the supercurrent diode effect as measured in a NbSe2 constriction patterned on sample G. The graphs show three pairs of current–voltage characteristics (IVs) for applied out-of-plane magnetic fields of Bz = 0 mT (c), Bz = 32.5 mT (d) and Bz = − 32.5 mT (e). Importantly, all the IVs reported here always refer to the zero-to-finite (either positive or negative) bias sweep direction, in order to rule out heating effects. In the three graphs, the black (red) symbols refer to current density in the narrow channel oriented towards the positive (negative) direction. A strong supercurrent diode effect14,15 is evident from the comparison of the IVs: there is a marked difference in the critical current for the two supercurrent orientations, the sign of which changes when the magnetic field Bz is inverted. The complete field dependence of both (black) and (red) is plotted in Fig. 1f. The current range between and corresponds to the supercurrent diode regime, where current flows without dissipation only in one direction, which can be selected by changing the sign of the magnetic field14. As a figure of merit of the supercurrent diode effect, one can take the supercurrent rectification efficiency 18, i.e. the difference between and normalized by their average, which is plotted in Fig. 1g versus Bz. For moderate fields, Q increases almost linearly with the field. The maximum magnitude of Q is above 60%, much larger than that (≈5%) observed in ref. 14. Beyond a certain breakdown field mT the diode effect is gradually suppressed. This behavior is reminiscent of that observed in Rashba superconductors, see, e.g. Fig. 2 in ref. 14 and Fig. 3 in ref. 15. Theory models for Rashba superconductors16,19 predict a similar suppression, but the threshold field is expected to be of the order of the paramagnetic limit, i.e. much larger than the value observed in our and in other experiments14,15. Finally, we stress that the observations in Fig. 1f, g do not depend on the field sweep direction, as discussed in the Supplementary Information.
We notice that, for either of the two bias polarities, the critical current increases by increasing the magnetic field, reaching a maximum at a nonzero field . This can be seen, e.g., in Fig. 1f, where mT. The remarkable increase of the critical current (the origin of which certainly deserves further study) is important since it eliminates the possibility that the nonreciprocal supercurrent originates from Joule heating due to, e.g., nonreciprocal resistance, which in NbSe2 is known to be important near Tc owing to magnetochiral effects8. A very recent work32 on V or Nb superconducting films reported a bias polarity-dependent critical current increase, which gives rise to a dependence similar to that in Fig. 1f (i.e., an inverted-W-shaped graph). The authors of ref. 32 attributed the phenomenon entirely to the interplay between Meissner currents and barrier for vortex entry33. In our work, however, the diode effect is not necessarily bound to the critical current increase: for instance, in sample G and D the rectification efficiency Q keeps increasing well beyond (up to , which is more than three times , cf. Fig. 1f, g), while in sample F, discussed below, the critical current increase is simply absent (). As discussed in the Supplementary Information, the experimental evidence seems to exclude a contribution of vortices or screening currents (the constriction width is comparable to the penetration depth λ and much smaller than the Pearl length λ2/d). However, the remarkable results reported in ref. 32 urge the use of caution in interpreting the origin of supercurrent nonreciprocity in the presence of perpendicular fields.
We observed supercurrent rectification in other devices with the same nominal geometry. The supercurrent diode effect was clearly visible in all the samples where supercurrent could be measured, i.e., samples B, D, E, F, and G. Their layer number N was determined by combining information from white-light optical and SHG microscopy34–37, as discussed in the Supplementary Information. We found a layer number N = 3 for samples B, D and F, N = 5 for sample E and N = 2 for sample G. As for the Ising superconductivity, the supercurrent diode effect is not theoretically expected to occur in NbSe2 when N is even, owing to the restored inversion symmetry. However, both Ising superconductivity (see Fig. 4 in ref. 34) and the supercurrent diode effect (this work) are experimentally observed for both even and odd N. This fact is likely caused by the relatively weak electronic coupling between the layers, which effectively renders NbSe2 a collection of monolayers34.
The experimental results shown in Fig. 1 clearly demonstrate that an out-of-plane magnetic field is required for the supercurrent diode effect in materials with valley-Zeeman SOI. However, it is interesting to study whether the in-plane field also affects the rectification. For this reason, we measured one device, sample F, in a setup equipped with a piezo-rotator. This setup allows us to rotate the sample with respect to the main magnetic field Bip, and therefore to control the angle θ between Bip and supercurrent I, as indicated in Fig. 1a. Additional coils, perpendicular to the main one, provide an independent control of the out-of-plane field Bz. Figure 2a–c show the supercurrent rectification efficiency Q in sample F, plotted as a function of both the in-plane (Bip) and the out-of-plane (Bz) magnetic field, for θ = 90∘ (panel (a), Bip transverse to the supercurrent), for θ = 0∘ (panel (b), Bip parallel to the supercurrent), and for θ = − 90∘ (panel (c), Bip antiparallel to that in panel (a). Owing to sample misalignment, a large in-plane field produces a significant out-of-plane component. This misalignment can be quantified (and accounted for, as in Fig. 2a–c) by looking at the maximum of [or ], as discussed in the Supplementary Material. As a result of this offset adjustment, the accessible range in the (Bip, Bz) plane appears as a rhomboid.
The most prominent feature in these measurements is the vertical gradient in the color plot, indicating that the rectification efficiency increases monotonically with Bz and is zero when Bz = 0, at least within the experimental data scatter. Hence, we have now established experimentally that, as predicted by theory26, the supercurrent diode effect in TMDs requires an out-of-plane field. In contrast, it is the in-plane field that drives the diode effect in Rashba superconductors. Moreover, unlike what is predicted for superconductors with pure valley-Zeeman SOI26, we observe that the in-plane field does affect the supercurrent diode effect. More precisely, the in-plane field component perpendicular to the current breaks the (anti)symmetry of Q as a function of Bz. If then Q(Bz) = − Q( − Bz), with no dependence on , see Fig. 2b. Instead, Fig. 2a, c prove that, for finite Bip,y, Q(Bz) ≠ − Q( − Bz), i.e., the diode effect becomes asymmetric in Bz. This effect is apparent, e.g., in Fig. 2a: for the given field and current orientation, the diode effect is enhanced when Bz and Bip are both positive or negative (first and third quadrant of the graph, deep red and deep blue region, indicated by the arrows). On the other hand, it is suppressed when Bz and Bip have opposite signs (second and fourth quadrant, light red and light blue region). At fixed Bz (dashed lines), inverting the sign of Bip,y corresponds to a transition from enhanced to suppressed diode effect, i.e. from deep blue to light blue for the upper dashed line. Clearly, a 180∘ sample rotation is equivalent to a sign change in Bip, as it is evident by comparing Fig. 2a, c. It is important to remark that data in Fig. 2a–c are still (anti)symmetric upon simultaneous inversion of both Bz and Bip,y, i.e., Q(Bz, Bip,y) = − Q( − Bz, − Bip,y).
To better visualize the impact of the in-plane field, it is instructive to look separately at and as a function of Bz, both with and without in-plane field. The latter case is shown in Fig. 2d. Both and appear as asymmetric, Λ-shaped functions. Their difference in slope for positive and negative Bz produces a supercurrent diode effect increasing monotonically with Bz. We note the similarity of Fig. 2d and Fig. 1f with the corresponding measurements on Rashba Josephson junctions, see Fig. 3e in ref. 15. As for Fig. 1g, the whole graph in Fig. 2d is symmetric if both the sign of Bz and the direction of the supercurrent are changed simultaneously, i.e. for Bz ↔ − Bz and . This symmetry is broken when an in-plane field is applied along the direction perpendicular to the supercurrent. In the case of Bip,y > 0, shown in Fig. 2e, the difference between the slope of and is reduced for Bz > 0 and enhanced for Bz < 0, and vice versa for Bip,y < 0.
Figure 2f summarizes our main findings: the supercurrent rectification efficiency Q is plotted as a function of Bz for θ = −90∘ and for Bip = 2 T, 0 T and −2 T. The graph shows that the perturbation due to the in-plane field is evident only for sufficiently high out-of-plane field, i.e., ∣Bz∣ > 30 mT. Above that threshold, for Bz > 0, the slope of Q versus Bz increases strongly for Bip = − 2 T and decreases for Bip = 2 T. The opposite is true for Bz < 0. We also note that at sufficiently large ∣Bz∣, above approximately 50 mT, the diode effect starts to be suppressed, so that at around ∣Bz∣ ≳ 100 mT the different curves in Fig. 2f merge again.
The key result of our observations is that the supercurrent diode effect in NbSe2 is controlled by the out-of-plane field, as predicted by theory for superconducting TMDs26. For Bz = 0 there is no diode effect, independent of Bip. On the other hand, if Bip has a component Bip,y perpendicular to the current, then the supercurrent diode effect becomes asymmetric in Bz, i.e., it is enhanced for one out-of-plane field polarity and suppressed for the other. The role of the two polarities is swapped if both the sign of the supercurrent and the sign of Bip,y are inverted. To the best of our knowledge, there are no predictions to date regarding a possible role of the in-plane field on the supercurrent diode effect in TMDs. In contrast, for Rashba superconductors it is precisely the in-plane field that controls MCA and the diode effect14,15. It is clear that further studies are needed to elucidate the role of the in-plane field in superconducting TMDs, which might be related to a possible Rashba-like component of the SOI38,39. In NbSe2 such Rashba components can arise, e.g., due to ripples in the crystal40 formed when stamping NbSe2 on hBN30, or due to the substrate41. The existence of a weak Rashba SOI component in NbSe2 has, for example, been invoked to explain the apparent two-fold anisotropy of the magnetoresistance as a function of in-plane magnetic field41. The model proposed in ref. 41 relies on the presence of p-wave components in the pairing function, which might as well play a role in the anisotropy of the diode effect we observe here.
Next, we turn to the temperature dependence of Q. Theory predictions regarding the temperature dependence of the rectification efficiency are quite diverse. While some models predict a square-root-like dependence near the critical temperature18, others suggest a more complex functionality19. Figure 3 shows the temperature dependence of the diode effect in samples D, F and G. In the graph we plot S ≡ Q/Bz, obtained from Q in the linear regime of low field, where Q ∝ Bz. We choose to display S rather than Q because it represents a linear interpolation of Q(Bz) and thus it averages over several data points, resulting in a reduced scatter compared to Q for a given Bz.
First of all, we observe that the supercurrent diode effect saturates at low temperature. This saturation is compatible with all theory models and similar to the results on Josephson junctions in Rashba superconductors15. This result is not obvious, since in ref. 14 the diode effect is visible only near Tc and it is suppressed for both higher and lower temperatures. We note also that the temperature dependence of the diode effect in samples D and F is nonmonotonic, with a maximum reached near T/Tc = 0.5. In contrast, a monotonic variation is observed in sample G. A nonmonotonic temperature dependence of the rectification at a finite field was predicted by recent theory19. It is possible that the different behavior displayed by samples D, F, and G is due to the fact that, in order to obtain a significant rectification, we need to apply a sufficiently strong field. Note that theory in ref. 19 predicts that the temperature dependence of the rectification is critically affected by a finite magnetic field.
Discussion
A comment is in order about features which appear to be sample dependent. While the supercurrent diode effect was observed in every sample we measured (see Supplementary Information for further details), the maximum rectification efficiency strongly varies among the samples, ranging from 6 to 60%. Moreover, the supercurrent increase with Bz is sample dependent, both in terms of relative increase and maximum supercurrent field . The supercurrent enhancement seems to be independent from the efficiency of the supercurrent rectification. The supercurrent increase is negligible in sample F, while in sample G no particular feature is observed in Q(Bz) at . The nominal differences between the samples are the layer number and the orientation of I with respect to the lattice. Both features can be determined by SHG microscopy performed after the transport measurements, as described in the Supplementary Information. We found that neither the layer number nor the supercurrent-to-lattice orientation are correlated with the magnitude of the rectification efficiency. On the other hand, lithography of narrow constrictions by reactive ion etching produces random disorder, in particular at the edges. This randomness, together with the still limited number of studied samples, does not allow us to conclusively assess the role of the lattice orientation. Further investigation is needed in order to elucidate how the supercurrent diode effect is influenced by the direction of current flow with respect to the crystal.
In conclusion, we have demonstrated a supercurrent diode effect in few-layer NbSe2. We show that the effect is controlled by the out-of-plane magnetic field, in contrast to what has been observed in Rashba superconductors, where the effect is driven by the in-plane field component directed perpendicular to the supercurrent. This field component nevertheless plays a role in NbSe2 devices as well, since it suppresses the diode effect for one out-of-plane field polarity and enhances it for the opposite one. Finally, the temperature dependence of the effect shows saturation at low temperature, a maximum or a kink at around T = Tc/2 and a suppression near Tc. TMD-based diodes may become crucial components in fully superconducting electronics. Their dissipation-free directional transport makes them suited for logic elements, ultrasensitive detectors, or signal demodulators, which can operate at low temperature with no energy loss. Being just a few atoms thick, their performance can conceivably be controlled electrically by gates, and modified by integrating them into complex van der Waals stacks in combination with other 2D materials.
During the review process we became aware of related experimental work on supercurrent rectification in NbSe2/CrPS4 heterostructures42, in NbSe2-based Josephson junctions43, and on supercurrent rectification in magic-angle twisted bi-44 and trilayer45 graphene, and Nb-proximitized NiTe246.
Methods
Sample preparation
NbSe2 crystals were purchased from HQ Graphene. hBN and NbSe2 crystals were exfoliated following two common techniques. One is the technique introduced in ref. 28, where flakes are exfoliated on a polydimethylsiloxane (PDMS) film placed on a glass slide. Suitable crystals are then stamped onto the sample using a micromanipulator placed under a zoom lens. The other technique is commonly used for the production of fully hBN-encapsulated graphene devices27. In this case, flakes are sequentially picked up by a thick PDMS film coated with polycarbonate (PC). The flake pick-up takes place at 120∘C, while the final release is triggered by melting the PC at 180∘C and by dissolving it in chloroform.
Both the fabrication of the contacts and the design of the constriction require an electron beam lithography step followed by reactive ion etching (RIE). For the RIE, a mixture of 6 sccm O2 and 40 sccm CHF3 is ignited into a plasma with 35 W r.f. forward power at a pressure of 47 mbar. The RIE step etches through hBN and NbSe2 with an approximate etching rate of 0.45 nm/s. When electrodes have to be produced, immediately after the RIE step a 10 nm-thick layer of Ti and a 100-nm-thick film of Au are deposited. This procedure reflects the well-known recipe for edge contact fabrication in graphene. For sample G the RIE process was substituted by an Argon plasma etching process with 2 kV acceleration voltage and 20 mA plasma current at about 3 × 10−3 mbar. The etching rate is in this case approximately 1 nm per minute.
Transport measurements
Measurements on sample F were performed in a dilution refrigerator with a base temperature of 30 mK. For electrical measurements, we used DC lines with Cu-powder filters. Since one of the four electrodes stopped working after cool-down, we measured the device in a three-terminal configuration. The IV characteristics were thus obtained by subtracting the voltage RcI, where Rc = 413 Ω is the contact resistance. In the IV curves, the resistive transition of the constriction at the critical current was clearly visible as a sharp step, except very close to the critical temperature and field.
The critical currents for data in Figs. 1 and 3 were determined from the IVs as the extrapolation on the current axis (abscissas) of the steep voltage increase at the resistive transition. In Fig. 2, owing to the larger amount of data, we used the alternative criterion V(Ic) = Vthres ≡ 100 μV, which is better suited for automatic routines. Nevertheless, the results shown here depend very weakly on the criterion for the critical current. We verified in all samples that the and Q data obtained with either criterion were nearly the same (see Supplementary Information for further details).
Measurements on the other samples (A–E,G) were performed in a 4He cryostat with only room temperature filtering (π-filters). Except for sample G, the sample holder is positioned in such a way that the magnetic field produced by the superconducting coil is approximately in the plane of the sample surface. The misalignment (typically of the order of a few degrees) produces an out-of-plane field of tens of milliteslas per tesla of the applied field. In sample G, instead, the sample is perpendicular to the main field, thus the field is applied exclusively out-of-plane.
In our three- and four-terminal measurements we applied a voltage bias directly to the source and drain contacts, without using a preresistor (a resistance in series is provided by the Au-NbSe2 contact resistance, which is of the order of 1 kΩ). The voltage drop across the constriction and the current were then measured simultaneously.
Second harmonic generation measurements
Optical measurements of second harmonic generation (SHG) were always performed after transport measurements, in order to minimize the risk of photo-oxidation30. The co-polarized SHG intensity is measured as a function of the relative angle between laser polarization and crystal orientation34–37. The light source used was a pulsed Ti:sapphire laser (80 fs pulse duration, 80 MHz repetition rate, 1 mW power) at 800 nm. Using a microscope objective (×40, numerical aperture of 0.6), the light was focused onto the NbSe2 samples placed in the vacuum chamber. The reflected SHG signal at 400 nm was collected with the same objective, filtered by a 680 nm short-pass filter, dispersed in a spectrometer (150 grooves/mm grating) and detected by a CCD camera. A linear polarizer was placed in front of the spectrometer to ensure acquisition of the signal polarized parallel to the laser polarization. A 50:50 non-polarizing beam splitter was used to separate the incident pathway from the signal detection pathway. In between the beam splitter and the objective, an achromatic half-wave plate was placed to change the relative angle between the crystal orientation and the laser polarization. The half-wave plate was rotated using a stepper motor. A 1200 grooves/mm grating was used as a reference sample. In the experiments, we used an exposure time of 1 s per data point.
Reporting summary
Further information on research design is available in the Nature Research Reporting Summary linked to this article.
Supplementary information
Acknowledgements
The authors thank Denis Kochan, Marco Aprili, and Magdalena Marganska for useful discussions. The work was funded by the Deutsche Forschungsgemeinschaft (DFG, German Research Foundation)—Project-ID 314695032—SFB 1277 (subprojects B03, B04, B08, and B11), and by the European Union’s Horizon 2020 research and innovation programme under grant agreements No 862660 QUANTUM E-LEAPS.
Author contributions
N. Paradiso and C.S. conceived and designed the experiments. L.B., C. Bäuml, and N. Paulik fabricated the samples. L. B., L. F., C. Baumgartner and N. Paradiso, performed the transport experiments; L.B., J. M. L., K.-Q. L., and J. M. B. conceived and performed SHG measurements. K. W. and T. T. grew hBN crystals. All authors contributed to the preparation of the manuscript.
Peer review
Peer review information
Nature Communications thanks Yong-Lei Wang, and the other, anonymous, reviewer(s) for their contribution to the peer review of this work. Peer reviewer reports are available.
Funding
Open Access funding enabled and organized by Projekt DEAL.
Data availability
The data that support the findings of this study are available at the online depository EPUB of the University of Regensburg, with the identifier 10.5283/epub.52406.
Competing interests
The authors declare no competing interests.
Footnotes
Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Supplementary information
The online version contains supplementary material available at 10.1038/s41467-022-31954-5.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data that support the findings of this study are available at the online depository EPUB of the University of Regensburg, with the identifier 10.5283/epub.52406.