Summary
Discovery of iron-based superconductors paved the way to a competitor of high-temperature superconductors, easier to produce, better performing in high fields, and promising to be less expensive. Critical parameters are investigated by resistivity measurements as a function of temperature, field, and angle R(T,H,θ). This work presents a deep analysis of H-θ phase diagram of PLD-processed Fe(Se,Te) superconducting films, thus revealing material and pinning anisotropy at once. By selecting different thresholds along the R(T,H,θ) curves, all possible regimes emerge. Surprisingly, anisotropy arises moving from the upper critical field toward the irreversibility line: gradually a non-monotonous transition from 3D to 2D, and backward to 3D occurs. Although Fe(Se,Te) appears as a 3D superconductor, its anisotropic pinning landscape shows up similarities with an intrinsic layered superconductor and Fe(Se,Te) definitively mimics YBCO. We propose a general method to disentangle, in any other superconductor, material dimensionality and pinning anisotropy that are key constraints for applications.
Subject areas: Physics, Condensed matter physics, Superconductivity
Graphical abstract

Highlights
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A general method to reveal material dimensionality and pinning anisotropy at once
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Iron-based Fe(Se,Te) film on CaF2 is able to mimic YBCO layered superconductor
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H-θ phase diagram and TEM show 2D Lego-block features in Fe(Se,Te) superconductor
Physics; Condensed matter physics; Superconductivity
Introduction
A lot of interest has been grown recently on iron-based superconductors (IBSs), which is reminiscent of the widespread research on high-temperature cuprate superconductors (HTSs). Low anisotropy and high critical fields imply that these IBS materials are promising for applications,1,2 and competitors with the well-known HTS cuprates.3 The Fe(Se,Te) has the lowest anisotropy of all the IBS families, the simplest crystallographic structure, and no toxic components, making it more attractive than other IBSs. Moreover, the Fe(Se,Te) can be considered as model material for low anisotropic superconductors interesting for high field applications. Therefore, it is relevant to study the upper critical field in order to understand the mechanism of superconductivity in Fe(Se,Te), as it has been done on YBCO. However, in all the HTS, the study of vortex dynamics and pinning properties outlines the complexity and the interlocked behavior between the anisotropic nature of the compound with the anisotropy induced by material defects.4,5,6,7 Indeed, the critical fields are crucial superconducting parameters because they provide valuable information about fundamental superconducting properties such as coherence length, anisotropies, details of underlying electronic structures, as well as insights into the pair-breaking mechanism.8 Nonetheless, the depairing current is linked to the upper critical field but the critical current density is associated with the irreversibility field, which is an essential property for applications.9,10,11
In general, the high critical temperature Tc of the HTS materials leads to an extended region of thermally activated flux flow, and the complicated physics of anisotropic pinning and vortex lattice dynamics make it difficult to obtain Hc2 from R(T) measurements in a reliable manner when the chosen criterion other than the 90% RN is used.
In order to estimate the upper critical field, different measurement techniques such as thermal conductivity,12,13 specific heat,14,15,16 and electrical transport measurements17,18,19,20,21 are commonly used, besides magnetic measurements.22 Although electrical transport measurements are usually employed to estimate the upper critical field, Hc2, the selection of the appropriate criterion is crucial to this aim. Indeed, varying this criterion corresponds to looking at different regions along the resistive transition, i.e., different regimes where different mechanisms can take place. Such an Rx threshold is generally expressed as a percentage, x, of the normal state resistance, RN, in resistivity measurements. The more actively used is the 90% of normal state resistance, R90, to estimate the upper critical field. However, it is not unusual for Hc2 to be determined by using the 50% of the RN value (R50) and this is commonly applied to any superconducting material.23,24,25,26 The temperature at the 50% of the RN is indeed associated with the mean-field critical temperature.27,28 We note that, in literature, materials exist for which such a criterion choice becomes significant, prompting our investigation.
On top of that, the upper critical fields of layered superconductors are anisotropic and deviations from the anisotropic Ginzburg-Landau theory can be expected due to the anisotropy of the superconducting gap like in the HTS, as well in multiband materials as the IBS, or in 2D and 1D nanostructured superconductors.
In this work, we explore the different regimes along the resistive transition by choosing several thresholds to determine the critical fields and looking to the resulting angular dependence Hc2(θ) and Hirr(θ) in Fe(Se,Te) and YBCO materials. Our findings highlight how Hc2(θ) changes by changing the threshold from the 90% to the 50% of RN; this can be interpreted as a different structural and pinning influence on determining the H-θ phase diagram. Particularly for Fe(Se,Te), a totally unexpected trend of Hc2(θ) anisotropy is observed: it starts from a 3D behavior at R90 and reaches at R50 an almost 2D behavior in the whole angular range. A similar trend is observed for YBCO, that is expected to start with a 3D anisotropic behavior of Hc2(θ), but then it achieves a 2D behavior at R50. Furthermore, at R10, a significant difference emerges due to the fact that for Fe(Se,Te) an isotropic pinning is expected owing to the very low anisotropy γJ around 1 as deduced from the critical current density ratio4 , whereas in YBCO the layered structure is still able to act as a stronger pinning preserving the anisotropic 2D behavior down to R10.
By the comparison between these two materials, we are able to identify the layered structure and pinning influence that play a concurrent dominant role in determining the angular dependence in the H-θ phase diagram. Finally, we demonstrate how the Fe(Se,Te) material can mimic the YBCO through an insight into material defects by high-resolution transmission electron microscopy. The complex microstructure observed in the film is characterized by a prevalent defect orientation along the ab-plane. It also contains distinct domains with varying stoichiometry that form a layered film, which confers a 2D character to the material. This explains the observed pinning mechanism in Fe(Se,Te), which is similar to that usually found in the intrinsic layered YBCO structure. Our method of studying the H-θ phase diagram will provide a general approach to any other unknown superconductor, thus unveiling material dimensionality and pinning anisotropy.
Results
The investigated Fe(Se,Te) thin films of about 100 nm thickness were grown on [001] CaF2 substrates in a high vacuum pulsed laser deposition (PLD) system equipped with a Nd:YAG laser at 1,024 nm. The FeSe0.5Te0.5 PLD target was synthesized with a two-step method.29 The optimized laser parameters to obtain high-quality epitaxial 11 thin films were 3 Hz repetition rate, 2 J/cm2 laser fluency (2 mm2 spot size), and 5 cm distance between target and sample. The deposition was carried out at a pressure of 10−8 mbar, while the substrate was kept at 350°C. The standard high quality of the films is confirmed by X-ray diffraction analysis, showing only the (00l) reflections of the films and substrates in the θ-2θ scans, indicating the excellent purity of the phase and the optimum c-axis alignment of the growth. Omega scans on these reflections show rocking curves having a full width at half maximum of the order of 1°. φ scans indicated that the films grow rotated by 45° with respect to the a-axis of 5.4620 Å due to the good matching with half the diagonal30 a/√2 = 3.862 Å.
YBCO thin films on STO substrates are also routinely produced by PLD.31 A 16T cryogen-free magnet (CFM16T) system by Cryogenic Ltd. was used to perform the magnetoresistance measurements. Details are described in our previous works.5,19,32 To determine the angular dependence of the upper critical field, the sample was mounted on a double-axis rotating platform in the CFM16T. The sample rotation has been performed by keeping the maximum Lorentz force configuration. The θ rotation angle is the angle formed by H and the sample’s crystallographic structure: a rotation angle of θ = 0o corresponds to H parallel to ab-planes, whereas a rotation angle of θ = 90o corresponds to H parallel to the c-axis. The microstructure and elemental composition of the Fe(Se,Te) thin film were investigated by transmission electron microscopy (TEM). The Fe(Se,Te) thin film was removed from the CaF2 substrate by means of a mechanical lift-off process, therefore a conventional cross-sectional TEM sample preparation was conducted by preparing a sandwich including the removed film on two expendable substrates. The specimen was subsequently Ar+ ion-milled using a precision ion polishing system by Gatan Inc. with an energy starting from 3 keV, down to a final cleaning energy of 200 eV.
TEM measurements were performed in a probe Cs-corrected JEM-ARM200F by JEOL Ltd., equipped with a cold FEG operated at a primary beam energy of 200 keV in scanning TEM (STEM) mode. An energy filter (GIF Quantum ER) by Gatan Inc. was used for electron energy loss spectroscopy (EELS) measurements.
H-θ phase diagram
We present a comprehensive description on a Fe(Se,Te) sample that can serve as a general reference for other superconducting films. As first, we define the value of RN as the resistance value at which the transition starts to appear, which is then recognized in the resistance-temperature curve, R(T), as the point at which the experimental data begin to depart from the roughly linear trend (see Figure 1). This gives a value of RN = 82 Ω. The irreversibility line Hirr(T) and the upper critical field line Hc2(T) are frequently estimated in the literature using the criterion R(T,Hirr) = 0.1 RN and R(T,Hc2) = 0.9 RN, as shown in Figure 1.
Figure 1.
Thresholds selection of resistance as a function of temperature measured with Ibias = 100 μA in zero magnetic field on the Fe(Se,Te) microbridge shown in the photographic inset
Likewise, other authors report on HTS and IBS data of the upper critical fields; in general, the estimation is made by different techniques that strongly support the upper critical field evaluation by electrical transport measurements. For instance, the upper critical field was determined using both specific heat measurement and R(T,H) measurements showing the same trend in the H-T phase diagram.14,16,33,34 Moreover, Fiamozzi Zignani et al.35 compared the upper critical field data determined by the calorimetric measurements with the R(T) measurements result of the upper critical field based on the 90% of normal state resistance and they found exactly the same result. However, Tanatar et al.13 studied the H-T phase diagram of quasi 2D organic superconductor, namely a low-temperature superconductor, through the thermal conductivity measurements, revealing that the low temperature part of the phase diagram does not match with the mid-point (50% RN) of the resistive transition.
We estimated the upper critical field from angular measurements and with magnetic field strengths up to 16 T in the Fe(Se,Te) and YBCO thin films. Figure 2 shows the critical fields as a function of the temperature along the ab-plane and the c-axis as obtained by different xRN thresholds obtained by varying x from 90% to 50% of RN. The different H-θ phase diagrams have been evaluated for angles between −9.5° and 100°, as we present in the Figure 3 for the Fe(Se,Te) and Figure 4 for YBCO, including Hirr(θ) evaluated at 10% of RN.
Figure 2.
H-T phase diagrams for parallel θ = 0o and perpendicular θ = 90o field orientations (left panel) Fe(Se,Te) sample
(right panel) YBCO sample. In this panel, the YBCO sample mounted on the double-axis rotator platform is also shown.
Figure 3.
Angular dependence of upper critical field Hc2 and the anisotropic parameter obtained from transport measurements at different xRN thresholds, including Hirr at x = 0.1, for Fe(Se,Te) sample
(left panel) Hc2(θ) at T = 17.9 K. (right panel) The anisotropic parameter as a function of normalized temperature t = T/Tx(H = 0).
Figure 4.
Angular dependence of upper critical field and the anisotropic parameter as a function of normalized temperature for YBCO sample, including Hirr
(left panel) Hc2(θ) at T = 90.6 K. (right panel) The anisotropic parameter as a function of normalized temperature.
In order to understand the anisotropy behavior of the critical fields, it is instructive to compare the experimental Hx(θ) behavior with two well-established predictions: the 3D Ginzburg-Landau (GL) and the 2D Tinkham models. The angular dependence of Hc2 in the 3D GL model is 36:
In this case, denotes the upper critical field at θ = 0o and indicates the upper critical field at θ = 90o. The result of the calculation using the GL model is depicted in Figure 3 and in Figure 4, by a blue dashed line that is dome like.
The angular dependence of Hc2 in 2D superconductors, such as thin films36 and superlattices,37 is described by the following equation, which was first derived by Tinkham.
The Tinkham model38 evaluation is depicted in Figures 3 and 4 by a red dashed-dotted line that is cusp like.
In the case of Fe(Se,Te) in Figure 3, by decreasing from 0.9 RN value down to 0.5 RN value, the Hx() curves clearly deviate from a 3D anisotropic material prediction toward a more 2D behavior in the whole angular range. The same trend is observed for the YBCO film in Figure 4. Therefore, the Fe(Se,Te) is mimicking the YBCO at all, despite possessing distinct crystallographic structures.
On the contrary, concerning the Hirr(θ) behavior, the trend is just the opposite: an almost 3D behavior for the Fe(Se,Te) is shown in Figure 3, which corresponds to the much more isotropic pinning found in its critical current (see Figure S1),4 whereas a dependence closer to 2D is found in Figure 4 for the YBCO owing to at least its intrinsic layered structure that serves as an effective pinning center. It is worth to note that the comparison of experimental Hirr(θ) curves with both predicted curves by 2D Tinkham38 and 3D GL,39 respectively, the blue dashed and red dotted lines in Figures 3 and 4, is a first attempt to identify the dimensionality of the pinning mechanism. We are perfectly aware that the two mentioned models usually apply only to determine the dimensionality of material anisotropy.25,26,27,28 Nevertheless, we tried to disentangle intrinsic material anisotropy related to Hc2(θ) from extrinsic pinning anisotropy reflected into Hirr(θ). Indeed, we succeeded on two different materials, Fe(Se,Te) and YBCO, which in principle look like different from both intrinsic structure and pinning properties. Our findings highlight the correct picture on both material and pinning anisotropy in both superconductors.
As a matter of fact, we expect a 3D behavior for the upper critical field of Fe(Se,Te) material due to the estimated anisotropy parameter values that are quite low as a function of both the magnetic field and the temperature.4 Here, we report an overview of the evaluated parameters according to the various thresholds in Table 1 for the Fe(Se,Te) and in Table 2 for the YBCO; all the γ = Hx(0°)/Hx(90°) parameters were found by choosing different xRN values. In the Tables, we also report the normalization value Tx(H = 0) for the normalized temperatures shown in Figures 3 and 4. Hmax and Hmin are the maximum and minimum magnetic field values at 17.9 and 90.6 K for Fe(Se,Te) and YBCO, respectively; field values above 16 T have been extrapolated. For instance, well-known layered materials have very high values of the anisotropy parameter and they are expected to exhibit 2D behavior, such as in the case of BiSCCO.40 Nevertheless, when the anisotropy parameter is comparatively quite small, a similar layered material exhibits 3D behavior as in the case of YBCO.40 Nonetheless, in Fe(Se,Te) superconductor, as soon as the resistivity threshold was lowered from 90% down to 50%, we observed a 2D anisotropic behavior in our samples. We found that the behavior of γ as a function of temperature strongly changes looking at different regions of the resistive transition. This corresponds to reducing from 90% to 50% of RN, thus a significant increase of the anisotropic parameter is revealed, at least for the Fe(Se,Te) material (see also Figure 1 in the supplemental information).
Table 1.
A summary of the evaluated parameters for the different criteria in the Fe(Se,Te) sample: γ(0.96) and γ(0.999) are the values of anisotropic parameter against the normalized temperature 0.96 and 0.999, respectively
| x | Tx(H = 0) |
T = 17.9 K |
γ(0.96) | γ(0.999) | |
|---|---|---|---|---|---|
| Hmax | Hmin | ||||
| 0.5 | 18.52 | 9.7 | 3.7 | 2.5 | 8.9 |
| 0.6 | 18.61 | 10.75 | 4.6 | 2.3 | 7.8 |
| 0.7 | 18.71 | 11.9 | 5.7 | 2.2 | 6.5 |
| 0.8 | 18.82 | 13.4 | 7.3 | 2.0 | 5.4 |
| 0.9 | 19.01 | 16.0 | 10.7 | 1.6 | 5.5 |
Table 2.
A summary of the evaluated parameters for the different criteria in the YBCO sample
| x | Tx(H = 0) |
T = 90.6 K |
γ(0.995) | γ(0.999) | |
|---|---|---|---|---|---|
| Hmax | Hmin | ||||
| 0.5 | 90.63 | 0.020 | 0.005 | 4.7 | 4.5 |
| 0.6 | 90.70 | 0.448 | 0.096 | 7.1 | 7.0 |
| 0.7 | 90.79 | 1.262 | 0.280 | 5.5 | 3.3 |
| 0.8 | 90.92 | 4.033 | 0.751 | 5.5 | 4.9 |
| 0.9 | 91.27 | 19.869 | 3.411 | 6.0 | 6.5 |
Llovo et al.11 estimated the upper critical field of 122 type iron pnictide superconductor by using different xRN criteria and anticipated that the upper critical field is unaffected by choosing different criteria. Likewise, in the case of (Ba,K)Fe2As2 superconductor, when the different xRN criteria are used to estimate the angular behavior of the upper critical field, the results are also unaffected.41 In addition, Borg et al.15 revealed that the anisotropic behavior of the upper critical field of FeS single crystal varied slightly when different xRN criteria for evaluating upper critical field were used.
A possible explanation of the observed 2D behavior in our findings can be related to the pinning properties of the layered-like IBS materials, resembling the YBCO trend. Indeed, the evolution from 3D to 2D is tied to the material layered structure and possibly pinning effects, which are still being debated today in the case of IBS materials. In particular, for the Fe(Se,Te), here we present a much more detailed study on its microstructure to clarify its pinning landscape.
TEM microstructure analysis on Fe(Se,Te)
We employed several methods to study the compositional features of the Fe(Se,Te) sample, combining STEM and EELS. In our previous studies, we focused mostly on the structural properties of the sample, while the chemical composition was investigated only to a limited extent. Specifically, in our recent works,42,43 the main results were related to the microstructure of the material, revealing ab elongated domains interconnected by means of grain boundaries, while the chemical variation was only qualitatively assessed. Here, we used a ternary phase diagram to identify two distinct chemical phases within the sample, which could not be resolved based only on the STEM imaging and EELS elemental mapping alone. In Figure 5, two STEM images and related EELS elemental maps of the sample at a higher magnification are presented. In the two STEM images obtained in low and high magnification, the mass contrast reveals elongated domains along the ab-plane, which are consistent with the domains previously discussed in the literature.42,44 The EELS elemental maps in Figure 5C reveal a constant iron concentration, while selenium and tellurium show a varying composition within the region identified by the spectrum image (SI). This gradual variation is not discernible within the determined phase regions. Only by using the ternary diagram, it is possible to clearly recognize the actual stoichiometry within these regions, since the overlapping of different domains with different stoichiometries does not allow for a direct measurement of the stoichiometry of the individual domain.
Figure 5.
STEM images and EELS elemental maps of Fe(Se,Te) thin film
(A) Low-magnification STEM mass-contrast image.
(B) High-magnification STEM micrograph showing the region where spectrum imaging was performed.
(C) EELS elemental maps of Fe, Se, and Te in the spectrum imaging region.
By utilizing the ternary diagram, we were able to determine the actual stoichiometry of these domains. In Figure 6, we present a ternary diagram where each data point represents the atomic percentage, measured by EELS, at a specific location in the SI. Each data point is also assigned a color, according to the RGB triangle, based on its position in the ternary diagram. These color-coded data points are grouped in a specific region and form two clusters with slightly different colors, one tending toward green (cluster A) and the other toward red (cluster B). The center of the two clusters represents the average atomic composition of all the points associated to each cluster. By back-mapping these data points to what we call an RGB elemental map, we find that the film is composed of alternating bands with different colorations corresponding to two distinct stoichiometries. This suggests that the Fe(Se,Te) film consists of domains characterized by two distinct stoichiometries. The stoichiometric values of these two phases, which were determined by calculating the centers of the clusters, are FeSe0.7Te0.3 for cluster A and FeSe0.5Te0.5 for cluster B. A similar phase separation was induced in a recent study45 where the authors, in order to enhance the flux pinning behavior of Fe(Se, Te), successfully tuned a phase separation via the addition of FeF2 to the raw materials, resulting in a macroscopically ordered phase separation with well-defined stoichiometry that leads to a higher critical current density and a narrower transition width. We emphasize that the phase separation we observed is totally spontaneous.
Figure 6.
Ternary diagram showing the atomic percentage of Fe, Se, and Te within the region individuated by the SI and RGB map with colors coded according to points on ternary diagram
Discussion and conclusions
Summarizing, the Fe(Se,Te) on CaF2 is able to mimic the layered structure of YBCO film due to the growth-induced defects in the case of Fe(Se,Te) rather than intrinsic layering of YBCO. Such material defects as elongated grains shaped along the ab-plane42 are sketched in Figure 7. We can infer that deviations from 3D G-L prediction of critical fields come out from microstructure in the Fe(Se,Te) case. The similar results obtained on YBCO material should instead be mainly ascribed to the layered structure itself and eventually 2D material defects commonly observed.46 Our experimental findings demonstrate that such nanoscale microstructure in the Fe(Se,Te) can influence the behavior of critical field at 0.5 RN, but it has no effect on the 0.9 RN trend as expected.
Figure 7.
A sketch of the overall 2D grains-blocks growth in Fe(Se,Te) films that mimics a continuous layered structure of YBCO, resulting in a similar 2D anisotropic pinning behavior as proved by the H50(θ) curve
In addition, a look up to Hirr(θ) in Figures 3 and 4 shows instead the marked difference between these two superconductors. In particular, for the Fe(Se,Te) compound, a highly isotropic pinning is expected due to the current transport in both directions parallel and perpendicular to the ab-plane,42,44 whereas in YBCO an anisotropic trend is likely due to its intrinsic layered pinning exerted by the ab-planes. Our results are that Fe(Se,Te) shows backward a 3D behavior of Hirr(θ); on the contrary, YBCO still displays an even more accentuated 2D trend. All these findings support our proposal that pinning may affect the critical fields evaluated in different regions along the transition, so this becomes a warning and suggestion to disentangle intrinsic from extrinsic pinning effects by looking deeper into the H-θ phase diagram.
The results of combined angle-resolved electrical transport measurements with microstructure analysis offer, across all measurement techniques, a direct approach to investigate the superconductivity dimensionality and the material pinning anisotropy.
As a matter of fact, material dimensionality of any superconductor is determined by the upper critical field at 0.9 RN. Our method guides into the structure and pinning influences along the superconducting transition.
Unlike 122-IBS family, in the Fe(Se,Te) 11-compound, a surprising anisotropy of Hc2(θ) is observed when the xRN threshold was changed from 90% to 50%. We find a gradual evolution from a 3D to a 2D angular dependence reminding to a structural influence likewise in HTS materials. Indeed, this is what we observe in YBCO superconductor. Furthermore, the anisotropic parameter trend γ(t) remarks this 3D-2D evolution with values going from below 2 up to 6, when changing from the 0.9 RN threshold toward the 0.5 RN for the Fe(Se,Te).
On top of that, we compare our experimental findings with a microstructure analysis very accurately performed on this Fe(Se,Te) superconductor, thus outlining a correspondence between the 2D growth-induced defects and the 2D behavior revealed in the H-θ phase diagram. This is totally confirmed by our results made for comparison on YBCO superconducting films, where the same trend from 3D toward 2D is explained by the presence of its intrinsic layered structure acting as the stronger pinning influence.
We conclude that layered structure and/or pinning effects can be revealed only through the H-θ measurements in different regions along the resistive transition. We have developed a general method for looking at the H-θ phase diagram that can be used as a guide for any other superconducting material. This overall study from the nanoscale imaging of material defects to the angular dependence of macroscopic properties presents a novel approach to discriminate in any other superconductor those fundamental properties, pinning dimensionality and material anisotropy 3D/2D at the same time, suitable for choosing a particular superconductor in view of a specific application.
STAR★Methods
Key resources table
| REAGENT or RESOURCE | SOURCE | IDENTIFIER |
|---|---|---|
| Software and algorithms | ||
| OriginPro 2023 Build No. 10.0.0.154 | OriginLab | https://www.originlab.com/index.aspx?go=Products/Origin |
Resource availability
Lead contact
Further information and requests for resources and reagents should be directed to and will be fulfilled by the lead contact, Gaia Grimaldi (gaia.grimaldi@spin.cnr.it).
Materials availability
This study did not generate new unique reagents.
Data and code availability
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Data reported in this paper will be shared by the lead contact upon request.
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•
This paper does not report original codes.
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•
Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.
Experimental model and study participant details
The OriginPro software has been employed to analyze data estimating critical parameters values and model curves based on common definitions given in the main text.
Method details
Critical field values have been estimated from magneto-resistance measurement data as explained in the main text and as shown in Figure 1. Critical current density values have been evaluated from current-voltage measurements setting as a threshold 1 μV. 3D GL and 2D Tinkham model curves have been generated by using equation given in the main text, using for and the Hmax and Hmin values from Tables 1 and 2, respectively.
Quantitation and statistical analysis
Model curves have been generated by OriginPro software. Figures shown in this work have been produced by OriginPro, Blender, and Microsoft Powerpoint softwares.
Additional resources
Any additional information about the simulation and data reported in this paper is available from the lead contact on request.
Acknowledgments
The research leading to these results has received funding from the PON Research and Competitiveness 2007–2013 under grant agreement PON NAFASSY, PONa3-00007. G.G., A.L., and V.B. acknowledge partial financial support by the PRIN Project HiBiSCUS Grant No. 201785KWLE. G.G. also acknowledges partial financial support by the PRIN 2022 PNRR Project QUESTIONs Grant No. P2022KWFBH. M.R.K. acknowledges financial support from the POC Ricerca e Innovazione 2014–2020 under grant agreement DOT1628909-Borsa 1. Further, G.G., M.P., and A.G. acknowledge the European Cooperation in Science and Technology via COST Action CA19108 - HiSCALE. TEM experiments were carried out in the facility of the Italian Infrastructure Beyond-Nano. V.B., G.G., and M.S. acknowledge the Joint Research Agreement Eni-CNR.
Author contributions
Conceptualization, G.G. and A.L.; data curation, A.L. and M.S.; formal analysis, M.R.K., A.L., A.G., M.S., and G.G.; funding acquisition, V.B., G.G., M.S., and G.C.; investigation, M.R.K., A.L., M.S., and G.G.; methodology, G.G. and A.L.; samples fabrication, M.I., F.R., and A.A.; software, A.L.; supervision, G.G.; validation, A.L., M.S., V.B., M.P., A.N., and G.G.; visualization, M.R.K., A.L., and G.G.; writing – original draft, G.G., M.R.K., and M.S.; writing – review and editing, G.G., A.L., A.N., and V.B. All authors have read and agreed to the published version of the manuscript.
Declaration of interests
The authors declare no competing interests.
Published: March 4, 2024
Footnotes
Supplemental information can be found online at https://doi.org/10.1016/j.isci.2024.109422.
Contributor Information
Gaia Grimaldi, Email: gaia.grimaldi@spin.cnr.it.
Mario Scuderi, Email: mario.scudeiri@imm.cnr.it.
Supplemental information
References
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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
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Data reported in this paper will be shared by the lead contact upon request.
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This paper does not report original codes.
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Any additional information required to reanalyze the data reported in this paper is available from the lead contact upon request.







