Journal Pre-Proof: Acta Materialia
Journal Pre-Proof: Acta Materialia
Journal Pre-proof
PII:                        S1359-6454(20)30542-5
DOI:                        https://doi.org/10.1016/j.actamat.2020.07.036
Reference:                  AM 16176
Please cite this article as: Aramanda Shanmukha Kiran, Salapaka Sai Kiran, Sumeet Khanna,
Kamanio Chattopadhyay, Abhik Choudhury, Exotic colony formation in Sn-Te eutectic system, Acta
Materialia (2020), doi: https://doi.org/10.1016/j.actamat.2020.07.036
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Abstract
Eutectics are self-organized composite materials that exhibit a wide variety of
microstructural features. Besides intrinsic materials properties like interfacial
energies or diffusivities as well as the nature of the phase diagrams, the process
parameters such as magnitude and orientation of the temperature gradient as
well as the velocity of the growth interface influence the evolution of the mi-
crostructure. Recently, we have observed the evolution of complex patterns due
to addition of ternary impurities in the binary Sn-Te system that contains, in
addition to (Te), an intermetallic SnTe phase with a cubic crystal structure.
This paper examines in detail the origin of such a microstructure that arises
due to a two-phase growth instability induced by impurity addition. The bi-
nary eutectics (Sn-Te) and ternary eutectics (Sn-Te with an impurity addition)
are directionally solidified at different interfacial velocities in order to study the
morphological evolution. The binary alloy exhibits a rod-like or an intercon-
nected string of rods morphology while the addition of a third component leads
to a diffusive instability (similar to a Mullins-Sekerka instability) that results in
the formation of two-phase colonies. The onset of instability depends on both
the growth velocity and impurity concentration while the growth direction of the
cells is normal to the {0001} planes of (Te) and {111} planes of SnTe. Through
the extensive use of multiple characterization techniques, we have explored the
morphological characteristics and crystallography of these colonies. The colonies
have a complex internal structure that bears a three-fold symmetry reminiscent
of the trigonal symmetry of the (Te) crystal, arising possibly because of strong
anisotropy in the solid-liquid interfacial energy or in the kinetics of growth. For
the different impurity additions (Ag or Sb), the internal eutectic morphology
of the colony, due to the addition of Ag is different from that observed for the
addition of Sb. The latter leads to the formation of lamellae while a rod-like
feature could be observed for impurities like Ag. The complex patterns exhibit
a structural hierarchy that provides opportunities for designing novel materials.
  ∗ Corresponding author.
    Email addresses: shanmukhaa@iisc.ac.in (Aramanda Shanmukha Kiran ),
ssaikiran@iisc.ac.in (Salapaka Sai Kiran), sumeet92k@gmail.com (Sumeet Khanna),
kamanio@iisc.ac.in (Kamanio Chattopadhyay), abhiknc@iisc.ac.in (Abhik Choudhury)
1 1. Introduction
                                               3
42   have also been studied theoretically using phase-field simulations [22, 42, 43].
43   While, such colonies typically have cellular shapes with the lamellae, locally
44   growing perpendicular to the solidification envelope, exotic structures with the
45   two phases spiralling during growth as a colony have also been observed in
46   both experiments and simulations [41, 44, 45]. Similar to stable two-phase
47   eutectic growth, the presence of anisotropy in the solid-solid and the solid-liquid
48   interfaces leads to exciting examples of pattern formation. In the case when both
49   the faceted and non-faceted phases are present, the presence of strong anisotropy
50   can lead to the formation of complex irregular structures even in binary alloys as
51   reported in Ref.[46, 47]. The authors propose in Ref.[47] that the origin of this
52   instability can be linked to the generation of a solute boundary layer ahead of
53   the non-faceted interface. However, in contrast to the impurity boundary layer,
54   the segregated layer in the binary case forms because of the growth restriction of
55   the faceted phase. This leads to a build-up of solute rejected by the non-faceting
56   interface, ahead of the solid-liquid interface. The solute build up provides the
57   necessary constitutional undercooling required for destabilising the solid-liquid
58   interface leading to the formation of cellular growth of non-faceted structures
59   coupled with the phase having faceted interfaces. This yields a complex irregular
60   structure [47]. Although the mechanism of destabilisation of a two-phase growth
61   front through impurity additions has been supported by dynamical phase-field
62   simulations [42, 43], the same is not true for the destabilisation of faceted/non-
63   faceted binary eutectic interface. The formation of a boundary layer because of
64   growth restriction imposed by faceting, proposed in Ref.[47] therefore needs to
65   be explored further.
66       In the spirit of investigating such complex pattern formation, we study one
67   such eutectic system exhibiting exotic colony structures, i.e. the Sn-Te eutectic
68   system. In this system, the minority phase volume percentage is around 28
69   and typically gives rise to a microstructure that is mostly connected rod-like
70   at low velocities and rod-like at higher velocities. Unusual pattern formation,
71   however, occurs when the stable two-phase front is destabilized upon addition of
72   an impurity giving rise to colony formation that has an underlining signature of
73   the presence of solid-liquid anisotropy. Therefore, in this paper, we investigate
74   the formation of such exotic patterns, both morphologically and crystallograph-
75   ically. Moreover, we elaborate upon the influence of different impurity additions
76   on the colony structure. While such a study is interesting purely from a stand-
77   point of pattern formation, it is also of technological relevance as this material
78   is being viewed as a possible candidate for thermoelectric applications [48, 49].
79       The structure of the paper is as follows. We begin with the description of
80   the directional solidification setup in Section 2. Thereafter, we elaborate on the
81   microstructure evolution of binary SnTe and (Te) eutectic phases which involves
82   morphological and crystallographic examination in Section 3.1. Following this,
83   we explain the formation of colonies which are formed as a consequence of
84   impurity addition in Section 3.2. Using FIB (Focused Ion Beam) and EBSD
85   (Electron Backscatter Diffraction) results, we analyze the reasons behind the
86   biasing towards such structure formation. Subsequently, we elaborate on the
87   structure formation and the influence of impurities and process conditions and
                                             4
88    finally conclude in Section 4.
89 2. Experimental details
            Thermocouple
                           Quartz window
            Alumina tube
                                           Silica-aerogel insulation
Alumina pipe
                                           Quartz tube
          Gradient zone
Solid-liquid interface
                                           Hollow copper
          Chill zone
Silica-aerogel insulation
Water circulation
(a) (b)
      Figure 1: Schematic of the modified Bridgman apparatus is shown in (a), while plot in (b) is
      the axial temperature distribution from center of the hot zone to the chill zone.
                                                                               5
113   directionally solidified at different growth velocities (velocities used for binary
114   samples are V= 0.5, 1.0, 2.0, 4.0, 8.0, 32.0 µm/s and for ternary samples are se-
115   lected based on critical velocities beyond which instabilities are observed) under
116   constant temperature gradient to investigate the microstructure formation.
                                               6
                      (a) Longitudinal section, growth direction
                      is from bottom to top
                                               8
197   both in the microstructure as well as in the spatial correlations.
198       We have used transverse section images captured in the SEM for determin-
199   ing the average eutectic spacing by performing FFT (Fast Fourier Transform).
200   The spacing is averaged from several images captured around the middle of the
201   sample. For this eutectic, two different length scales are observed at lower solid-
202   ification velocities where the transverse section resembles strings formed by the
203   connection of the nearest neighbor rods. The first principal length scale in the
204   FFT corresponds to the inter-rod spacing along the rod-strings, and the second
205   is the uniform length scale in between the strings. We have utilized the latter for
206   deriving the spacings at the lower velocities. At higher velocities(greater than
207   8µm/s), the morphology tends towards a random distribution of rods. Here,
208   the strongest FFT peaks become diffuse and closely resemble a circular ring.
209   Therefore, for this situation, we have derived the spacing from the radius of the
                                              9
          (d) Velocity = 4.0 µm/s                         (e) Velocity = 8.0 µm/s
Figure 3: Transverse section SEM images of directionally solidified binary Sn-Te eutectic at
different velocities along with their 2-point spatial self-correlations of the SnTe phase, shows
that the morphology of the Sn-Te eutectic is predominantly rod. However, the trace of the rod-
centroids give an impression of several strings of rods with weak alignment between them, in
samples solidified with V=0.5, 1.0, 2.0, 4.0 µm/s. With increasing velocities, rod distribution
becomes random. The colorbar depicts the probability of occurrence of self-correlation vectors.
                                              10
210   first diffuse circular intensity spot in the FFT. Figure 4a shows the variation of
211   the average eutectic spacing with velocity. Although the morphologies vary with
212   velocity, the plot of the spacing against the V −0.5 shows a good linear fit, which
213   is most likely because the differences in morphology are due to slight rearrange-
214   ment of the rods. We have obtained the scaling constant λ2 V as 40.32 µm3 /sec
215   from the linear fit of the observed spacing. Using the value of the scaling re-
216   lation λ2 V obtained from the experiments combined with the thermodynamic
217   data corresponding to the phase diagram and the liquid diffusivities one can
218   derive the undercooling vs spacing relationships (refer Appendix A) for the rod
219   and lamellar morphologies. Figure 4b gives the variation of undercooling with
220   spacing for both the morphologies (under different imposed velocities 0.5 µm/s
221   and 32.0 µm/s velocities). At higher velocity (i.e. 32.0 µm/s), the minimum
222   undercooling for the rod is lower than that of the lamellae and hence by the
223   arguments in the Jackson-Hunt theory [23] the rod microstructure would be
224   the preferred morphology and we observed the same at that velocity. At lower
225   velocity (i.e. 0.5 µm/s), the minimum undercooling for the rod morphology
226   is comparable to that of the lamellae. The curves corresponding to both the
227   morphologies at lower velocities are so flat, it implies that both morphologies
228   can possibly co-exist (and even give rise to mixed growth forms). We find some
229   evidence of this in our experiments where microstructures for V=0.5 µm/s share
230   characteristics of both lamella (because of the formation of weakly aligned string
231   of rods) and rods. The essential point from this analysis is that with decreasing
232   velocity, the difference between the minimum undercooling of the two morpholo-
233   gies reduces. Additionally, the minimum undercooling spacing is similar for the
234   different morphologies (rod and lamellae), which is possibly the reason we do
235   not see much variation in the λ2 V values that we derive at the higher and lower
      velocities for seemingly different experimental microstructures.
                                                                   1 0
                                                                                                                                                                            Lamellar (Velocity = 0.5 µm/sec)
                                                                      9          L in e a r fit
                                                                                                                                                                            Rod (Velocity = 0.5 µm/sec)
              A v e r a g e e u t e c t i c s p a c i n g ( µm )
                                                                      6
                                                                                                                                                                  T (K)
                                                                          0 .2     0 .4              0 .6            0 .8               1 .0   1 .2   1 .4
                                                                                                                                                                            (µm)
                                                                                          [ V e l o c i t y ( µm / s e c ) ] - 0   .5
(a) (b)
      Figure 4: Plot depicting the variation of average eutectic spacing with velocity in (a), while
      (b) is the variation of average undercooling with eutectic spacing computed at higher (32.0
      µm/s) and lower velocity (0.5 µm/s) for both rod and lamellar morphology.
236
                                                                                                                                                             11
237   3.1.2. Crystallographic orientation relations in binary Sn-Te eutectic
238       The eutectic system consists of the SnTe and (Te) solid phases. Tellurium
239   crystallizes into a trigonal structure (space group is P31 21) whereas SnTe com-
240   pound crystallizes into a NaCl-type cubic structure (space group is Fm3̄m)
241   [50, 51]. Electron backscatter diffraction (EBSD) has been utilized to determine
242   the existence of crystallographic orientation relationships between the eutectic
243   phases. We conducted EBSD on the transverse section of the sample solidified
244   at 0.5 µm/s and the corresponding pole figures of SnTe and (Te) phases are
245   shown in the Figure 5. Orientation relations are determined by matching the
      pole locations of each phase in the same reference frame.
                                                                                                        {111}
                                                                                      {011}
{001}
{2201}
{0111}
(Te) {0111} (Te) {0001} (Te) {1120} (Te) {1120} (Te) crystal schematic
      Figure 5: Pole figures of SnTe and (Te) obtained from EBSD data of binary eutectic solidified
      at 0.5 µm/s exhibiting orientation relationships i.e. (111)SnT e // (0001)(T e) and (101̄)SnT e
      // (112̄0)(T e) as highlighted in (b) and (c). Schematic of sample orientation in EBSD setup
      is shown in (d). Corresponding planes are highlighted in SnTe and (Te) crystals of (e) using
      VESTA [57].
246
247       Combining the EBSD pole plots we find that the (111) plane of the SnTe
248   crystal is parallel to the (0001) plane of (Te) crystal, while the (101̄) plane of
249   SnTe is parallel to (112̄0) plane of (Te), that are highlighted in Figure 5(b),(c).
250   Note that the second set of planes are also directions in the respective planes
251   in the first set. We find that the same orientation relations are observed in all
252   samples that remain invariant upon change in solidification velocity. Further,
253   we notice that the crystallographic planes forming the solid-liquid interface are
254   approximately {001} of SnTe and {01̄11} of (Te) in all binary eutectic growth
255   experiments and is shown in the Figure 5(a). Note that the planes (001) of SnTe
256   and (01̄11) are not parallel (refer Figure S1 in supplementary information file)
257   and therefore the growth relation is only approximate.
                                                    12
261   this section, we further investigate the formation of colonies and their inherent
262   microstructures. In order to destabilize the stable two-phase eutectic front; we
263   add impurities to the eutectic system, that generally partition into the liquid,
264   causing a boundary layer formation in front of the solid-liquid interface that
265   becomes unstable to perturbations beyond a particular velocity similar to a
266   Mullins-Sekerka instability for single-phase growth. For this study, we have
267   conducted experiments with Ag, Cu, Ge, In, Sb as impurity additions. The
268   microstructural features observed due to the addition of Ag, Cu, Ge and In are
269   similar (refer Figures S2-S6 in supplementary material), so we have restricted
270   our discussion in this section to Ag and Sb addition, that show diversity in
271   microstructural characteristics.
                                              13
           (i) Low magnification                         (ii) High magnification
(a) Transverse sections of the colonies where (i) is low magnification image and (ii) is
high magnification image
                                              14
304   with the solute content and thereby with the increase in Ag, the interface would
305   become increasingly unstable to perturbations. In other words, formation of in-
306   stability occurs when G/V ≤ m∆c/D. For constant temperature gradient (G),
307   liquid diffusivity (D), and slope of liquidus curve (m); critical velocity for the
308   formation of an instability formation is inversely proportional to the amount
309   of impurity added. Hence, the critical velocity beyond which instabilities oc-
310   curs decrease with increase in impurity content. While from the relation one
311   expects the variation of the critical velocity with impurity composition to be
312   linear, however this also depends on the variation of the liquidus slope m with
313   composition in the liquid. Comparing the microstructures before the interface
314   becomes unstable; we see that as the critical velocity increases, the microstruc-
315   ture of the stable eutectic front that destabilizes becomes finer following the λ2 V
316   scaling for eutectics, where the scaling constant also shows variation with the
317   amount of impurity content. Whereas the eutectic spacing becomes finer as the
318   critical speed increases, the colony spacing, on the other hand, is approximately
319   the same just around the critical point, that is expected from a Mullins-Sekerka
320   type of instability. This offers an interesting paradigm of microstructural engi-
321   neering, wherein, multiple scales that are representative of the microstructure
322   may be modified upon addition of an impurity. Further, we also see that the
323   internal structure of the colonies has a three-fold symmetry for the Ag additions
324   of 1 at% and 0.5 at%, whereas it is absent for the case of 2 at%. This is most
325   likely caused by the nucleation of a separate eutectic grain having a different
326   growth orientation where the colony axis is tilted with respect to the growth
327   direction. This will be revealed in the following section.
                                              15
 (a) 0.5at.%Ag
 (b) 1.0at.%Ag
 (c) 2.0at.%Ag
Velocity increase
Figure 7: Microstructures captured from transverse sections of samples solidified with different
percentage of Ag (increases from top to down) at different velocities (increases from left to
right).
                                              16
                                                              2 1   m m   /s                                            N o     C o lo n ie s
                               2 0                            2 0   m m   /s                                            C o lo n ie s
                                                              1 9   m m   /s                                            C o lo n ie s
                               1 5
      V e l o c i t y ( µm / s )
                                                                                        1 1     m m   /s
                               1 0                                                      1 0     m m   /s
                                                                                         9      m m   /s
                                                                                                                                       6 .0   m m   /s
                                   5                                                                                                   5 .5   m m   /s
                                                                                                                                       5 .0   m m   /s
0 .0 0 .5 1 .0 1 .5 2 .0 2 .5
A t o m ic p e r c e n t o f A g
Figure 8: Plot showing the morphology observed for three different percentages of Ag at
different velocities thereby revealing the critical velocity beyond which the instability occurs.
Figure 9: Pole figures of SnTe and (Te) obtained from EBSD data of eutectic colony obtained
due to Ag addition (SEM image is shown in (e)) for the sample solidified at 21.0µm/s with
sample orientation as shown in schematic (d) are plotted in (a), (b), (c). Orientation rela-
tionships are same as the relations observed in the case of binary eutectic i.e. (111)SnT e //
(0001)(T e) and (101̄)SnT e // (112̄0)(T e) . Crystallographic planes in connection to morphology
of the colony shown in (e) are highlighted using VESTA [57] in crystal schematic (f).
                                                                                              17
349   tionship, while branching from central colony axes. A schematic depicting the
350   possible shape of the solid-liquid interface of the colonies is presented in Figure
      10c. Further, we have utilized FEI Helios(G4) dual-beam microscope to dissect
      Figure 10: Morphology of the quenched solid-liquid interface of the colony, while the schematic
      shows the shape of the colonies across the solid-liquid interface.
351
352   the colony using gallium ions at appropriate locations and angles to confirm the
353   internal colony structure. Figure 11 shows the images captured using the SEM
354   after sectioning the sample as depicted in the corresponding inset schematic.
355   The images are captured at an angle with respect to the growth direction that
356   is around 52°. From Figure 11a, it is clear that the image captured is close to a
357   true transverse section, wherein the rods are growing perpendicularly outwards
358   from the plane of the paper. This is also conformant with the growth direc-
359   tions (a, b) of the eutectic that are highlighted in Figure 6b that also reveals
360   that eutectic is growing at an angle close to 54.73° which is the angle between
361   [001] and [111] of the SnTe phase. Combining with the pole figures depicted in
362   Figure 9 we derive that the growth of the (Te)-phase is approximately normal
363   to the {01̄11} planes and the SnTe crystals grow approximately normal to the
364   {001} planes that are tilted with respect to the colony axes. Surprisingly, these
365   are also the growth directions observed in stable binary eutectic growth of the
366   SnTe-Te eutectic. Similarly, Figure 11b, 11c shows how the eutectic emerges
367   from the central longitudinal section. Based on these results, we can confirm
368   that the solidification interface is probably faceted with the eutectic growing in
369   a branched manner from the central colony axes. With this discussion, it is also
370   clear that the experiments in Figure 7c correspond to tilted colonies as revealed
371   by EBSD (refer Figure S8 in supplementary material).
                                                    18
                               52  Tilt w.r.t. electron beam          52  Tilt w.r.t. electron beam
                         (a)                                     (b)
Figure 11: Internal structure of the colony captured using SEM when the sample is tilted at
an angle 52° (refer schematic (d)). Image (a) is captured when the colony was cut at an angle
54° as highlighted in inset schematic. Image (b), (c) are captured after dissecting one of the
three parts of the colony close to central longitudinal axis as highlighted in their respective
inset schematics to show eutectic emerging from the central longitudinal section with rod
morphology.
                                                           19
378   internal morphology, however, there is an important difference where a lamellar
379   morphology instead of rod-like morphology occupies the internal structure of
380   the colony. The reasons for such a phenomenon could be due to a change in
381   the volume fraction of the SnTe phase upon addition of Sb (refer phase diagram
382   [63]) but more importantly, it appears that the solid-solid interfaces are proba-
383   bly anisotropic that lead to the formation of well-aligned lamellae in the internal
384   structure of the colony. This modification to the eutectic structure for velocities
385   lesser than the critical velocity is also clear in Figure 13a where a mixture of
386   rods and broken-lamellar fragments (refer Figure 13a(ii)) form in contrast to the
387   mixture of rod and labyrinth structures for Ag-addition (refer Figure 13a(i)).
388   While the reasons for this transition in the nature of the solid-solid interface is
389   presently unclear to us, the probable reasons for the anisotropy might be due
390   to change in the nature of bonding in the SnTe phase, due to the addition of
391   Sb. However, a thorough investigation is required, which we intend to pursue
      in the future.
                      (a) Low magnification                          (b) High magnification
      Figure 12: Typical colony microstructure observed due to addition of Sb as an impurity, where
      (a) is low magnification and (b) is high magnification transverse section images showing inher-
      ent three-fold symmetry in the internal morphology, while the eutectic structure is modified
      to a lamellar type.
392
393      In order to further portray the differences between the colony structures
394   we perform FIB. Under constant exposure of the sample surface consisting of
395   both phases, the milling rate of Tellurium is much higher than that of SnTe
396   that allows us to selectively mill out (Te), giving us a limited three dimensional
397   perspective of the growth microstructure. Figure 13b highlights the difference
398   between both colonies where the internal structure of the colony is rod-like for
399   the case of Ag-addition, while it is lamellar for the Sb-addition.
                                                    20
(a) Morphology of eutectic structure in the presence of Ag/Sb as an impurity below
critical velocity. Ag addition results in mixture of rod and labyrinth structures while
Sb addition results in mixture of rod and well-aligned lamellar structures.
Figure 13: Variation in morphology of eutectic obtained due to Ag-addition as well Sb-addition
where (a) is a comparison in the stable eutectic while (b) is a comparison in the eutectic colony.
                                               21
405   eutectic composition leading to the formation of a third phase in the segregated
406   regions. The solubility of Sb is also observed only in the SnTe phase.
      Figure 14: Pole figures of SnTe and (Te) obtained from EBSD data of eutectic colony ob-
      tained due to Sb addition (SEM image is shown in (e)) for the sample solidified at 15.0µm/s
      with sample orientation as shown in schematic (d) are plotted in (a), (b), (c). Orientation
      relationships are same as the relations observed in the case of binary eutectic and Ag added
      colonies i.e. (111)SnT e // (0001)(T e) and (101̄)SnT e // (112̄0)(T e) . Crystallographic planes
      in connection to morphology of the colony shown in (e) are highlighted using VESTA [57] in
      crystal schematic (f).
418       Here again, we dissect the colony using gallium ions at appropriate loca-
419   tions and angles to confirm the internal colony structure. From Figure 15a, it is
420   clear that the image captured is close to a true transverse section, wherein the
421   lamellae are growing perpendicularly outwards from the plane of the paper. By
422   comparing the colony structure shown in Figures 14e and 15, with the corre-
423   sponding pole figures shown in Figure 14a, 14b and schematic shown in Figure
424   14f, we find that this colony growth is very similar to those observed with Ag
425   addition except that morphology of the eutectic is modified. Similarly, Figure
426   15b, 15c shows how the lamellar eutectic emerges from the central longitudinal
                                                     22
                               52  Tilt w.r.t. electron beam                 52  Tilt w.r.t. electron beam
                         (a)                                           (b)
Figure 15: Internal structure of the colony captured using SEM when the sample is tilted at
an angle 52° (refer schematic (d)). Image (a) is captured when the colony was cut at an angle
54° as highlighted in inset schematic. Image (b), (c) are captured after dissecting one of the
three parts of the colony close to central longitudinal axis as highlighted in their respective
inset schematics to show eutectic emerging from the central longitudinal section with lamellar
morphology.
                                                           23
427   section. Based on these results, we can confirm that the solidification interface
428   is probably faceted with lamellar eutectic growing from the central colony axes.
429 4. Conclusions
                                              24
467   5. Acknowledgment
468       The authors would like to thank DST-SERB for funding the current project
469   (DSTO1679). The authors would also like to thank Prof. Michel Rappaz, Prof.
470   Silvère Akamatsu, Prof. Mathis Plapp and Prof. Sabine Bottin-Rousseau for
471   insightful discussions during the work. ASK would like to thank Advanced
472   Facility for Microscopy and Microanalysis (AFMM), IISc for characterization
473   facilities.
474   Appendices
475   Calculation of the thermal gradient at the solid-liquid interface and phase dia-
476   grams are removed in order to focus only on the core contributions.
         The variation of undercooling with spacing for both morphologies [23] i.e.
      lamellar (L) and rod morphology (R) is
∆T = K1 V λ + K2 /λ. (1)
479   The expressions of K1 and K2 are different for both morphologies and are
480   given as follows. For lamellar morphology, K1L = mCo P/fα fβ D and K2L =
481   2m(Γα sin θα /fα mα + Γβ sin θβ /fβ mβ ), where Co = (Cα − Cβ ) ( i.e Co is the
482   composition difference between of the solid phases at the eutectic temperature),
483   fα , fβ are the volume fractions of the solid-phases, 1/m = (1/mα + mβ ), mα ,
484   mβ are the liquidus slopes of the solid phases. Γα and Γβ are the Gibbs-
485   Thomson coefficients of the solid and the liquid phases while the θα and θβ
486   are angles the α−liquid and the β−liquid tangents make with the horizon-
487   tal.
      P∞ P is1 a function     of the volume fraction of the one of the phases that reads
                     2
488
         n=1 nπ 3 sin (nπfα√  ). Similarly for rod morphology, K1R = mCo M/fβ D, where
             P∞         J 2
                            (  fα γn )
489   M = n=1 (γ 1 )3 1 J 2 (γn ) , where γn is the n−th zero of the first order Bessel
                    n     0
490   function J1 , while Jo is the zeroth order Bessel function. We calculated K1L and
491   K1R values for Sn-Te eutectic based on their thermodynamic properties and the
492   liquid diffusivities [64] as 0.000457 and 0.000144 respectively. Thereafter using
493   the value of λ2 V (= K2L /K1L ) that we find using our experiments,
                                                                    √       we assessed
494   the value of K2R as 0.00581. Using the relation K2R /K2L = fα from Jackson-
495   Hunt theory, we calculated K2L value as 0.011192. This allows us to determine
496   the ∆T vs spacing λ relationship for both morphologies.
                                             25
497   References
498    [1] P. Ball, Nature’s patterns: a tapestry in three parts, Nature’s Patterns: A
499        Tapestry in Three Parts by Philip Ball. Oxford Univerity Press, July 2009.
500        (2009).
501    [2] P. Ball, Patterns in nature: why the natural world looks the way it does,
502        University of Chicago Press, 2016.
503    [3] W. Kurz, D. J. Fisher, Fundamentals of solidification, Vol. 1, trans tech
504        publications Aedermannsdorf, Switzerland, 1986.
505    [4] R. Trivedi, W. Kurz, Microstructure selection in eutectic alloy systems,
506        Solidification processing of eutectic alloys (1988) 3–34.
507    [5] J. Hunt, Pattern formation in solidification, Science and Technology of
508        Advanced Materials 2 (1) (2001) 147–155.
509    [6] J. A. Dantzig, M. Rappaz, Solidification, EPFL press, 2009.
510    [7] F. Galasso, Unidirectionally solidified eutectics for optical, electronic, and
511        magnetic applications, JOM 19 (6) (1967) 17–21.
512    [8] F. Galasso, F. Douglas, J. Batt, Recent studies of eutectics for nonstruc-
513        tural applications, JOM 22 (6) (1970) 40–44.
514    [9] H. Weiss, Electromagnetic properties of eutectic composites (a critical re-
515        view), Metallurgical Transactions 2 (6) (1971) 1513–1521.
516   [10] J. Parsons, A. Yue, Growth of fiber optic eutectics and their applications,
517        Journal of Crystal Growth 55 (3) (1981) 470–476.
518   [11] G. Chadwick, Structure and properties of eutectic alloys, Metal Science
519        9 (1) (1975) 300–304.
520   [12] D. A. Pawlak, Metamaterials and photonic crystals–potential applications
521        for self-organized eutectic micro-and nanostructures, Scientia Plena 4 (1)
522        (2008).
523   [13] D. A. Pawlak, S. Turczynski, M. Gajc, K. Kolodziejak, R. Diduszko,
524        K. Rozniatowski, J. Smalc, I. Vendik, How far are we from making meta-
525        materials by self-organization? the microstructure of highly anisotropic
526        particles with an SRR-like geometry, Advanced Functional Materials 20 (7)
527        (2010) 1116–1124.
528   [14] A. A. Kulkarni, E. Hanson, R. Zhang, K. Thornton, P. V. Braun,
529        Archimedean lattices emerge in template-directed eutectic solidification,
530        Nature 577 (7790) (2020) 355–358.
531   [15] J. Hunt, K. Jackson, Binary eutectic solidification, Trans. Metall. Soc.
532        AIME 236 (6) (1966) 843–852.
                                              26
533   [16] G. A. Chadwick, Eutectic alloy solidification, Progress in materials science
534        12 (1963) 99–182.
535   [17] R. Kraft, Controlled eutectics, JOM 18 (2) (1966) 192–200.
536   [18] R. Elliott, Eutectic solidification processing: crystalline and glassy alloys,
537        Elsevier, 2013.
538   [19] M. Taylor, R. Fidler, R. Smith, The classification of binary eutectics, Met-
539        allurgical Transactions 2 (7) (1971) 1793–1798.
540   [20] M. Croker, R. Fidler, R. Smith, The characterization of eutectic structures,
541        Proceedings of the Royal Society of London. A. Mathematical and Physical
542        Sciences 335 (1600) (1973) 15–37.
543   [21] V. Podolinsky, Y. N. Taran, V. Drykin, Classification of binary eutectics,
544        Journal of Crystal Growth 96 (2) (1989) 445–449.
545   [22] L. Rátkai, G. I. Tóth, L. Környei, T. Pusztai, L. Gránásy, Phase-field
546        modeling of eutectic structures on the nanoscale: the effect of anisotropy,
547        Journal of materials science 52 (10) (2017) 5544–5558.
548   [23] K. A. Jackson, J. D. Hunt, Lamellar and rod eutectic growth, Transactions
549        of The Metallurgical Society of AIME 236 (1966) 1129–1142.
550   [24] A. Karma, A. Sarkissian, Morphological instabilities of lamellar eutectics,
551        Metallurgical and Materials Transactions A 27 (3) (1996) 635–656.
552   [25] M. Ginibre, S. Akamatsu, G. Faivre, Experimental determination of the
553        stability diagram of a lamellar eutectic growth front, Physical Review E
554        56 (1) (1997) 780.
555   [26] A. Parisi, M. Plapp, Stability of lamellar eutectic growth, Acta Materialia
556        56 (6) (2008) 1348–1357.
557   [27] S. Akamatsu, S. Bottin-Rousseau, G. Faivre, Experimental evidence for a
558        zigzag bifurcation in bulk lamellar eutectic growth, Physical review letters
559        93 (17) (2004) 175701.
560   [28] S. Akamatsu, M. Plapp, Eutectic and peritectic solidification patterns, Cur-
561        rent Opinion in Solid State and Materials Science 20 (1) (2016) 46–54.
562   [29] V. Witusiewicz, L. Sturz, U. Hecht, S. Rex, Lamellar coupled growth in
563        the neopentylglycol-(d) camphor eutectic, Journal of Crystal Growth 386
564        (2014) 69–75.
                                              27
569   [31] S. Akamatsu, S. Bottin-Rousseau, M. Şerefoğlu, G. Faivre, Lamellar eu-
570        tectic growth with anisotropic interphase boundaries: Experimental study
571        using the rotating directional solidification method, Acta Materialia 60 (6-
572        7) (2012) 3206–3214.
573   [32] S. Akamatsu, S. Bottin-Rousseau, M. Şerefoğlu, G. Faivre, A theory of
574        thin lamellar eutectic growth with anisotropic interphase boundaries, Acta
575        Materialia 60 (6-7) (2012) 3199–3205.
576   [33] H. Kaya, E. Çadırlı, M. Gündüz, Effect of growth rates and temperature
577        gradients on the spacing and undercooling in the broken-lamellar eutec-
578        tic growth (sn-zn eutectic system), Journal of materials engineering and
579        performance 12 (4) (2003) 456–469.
580   [34] H. Kerr, M. Lewis, Crystallographic relationships and morphologies of the
581        Bi-Zn and Bi-Ag eutectic alloys, Journal of Crystal Growth 15 (2) (1972)
582        117–125.
583   [35] H. Kerr, W. Winegard, The structure of some eutectics with high ratios of
584        the volume fractions, Canadian Metallurgical Quarterly 6 (1) (1967) 67–70.
585   [36] A. Hellawell, The growth and structure of eutectics with silicon and ger-
586        manium, Progress in Materials Science 15 (1) (1970) 3–78.
587   [37] P. Magnin, J. Mason, R. Trivedi, Growth of irregular eutectics and the alsi
588        system, Acta metallurgica et materialia 39 (4) (1991) 469–480.
589   [38] A. J. Shahani, X. Xiao, P. W. Voorhees, The mechanism of eutectic growth
590        in highly anisotropic materials, Nature communications 7 (2016) 12953.
591   [39] W. W. Mullins, R. Sekerka, Stability of a planar interface during solidi-
592        fication of a dilute binary alloy, Journal of applied physics 35 (2) (1964)
593        444–451.
594   [40] S. Akamatsu, G. Faivre, Traveling waves, two-phase fingers, and eutectic
595        colonies in thin-sample directional solidification of a ternary eutectic alloy,
596        Physical Review E 61 (4) (2000) 3757.
                                               28
605   [45] A. Lahiri, C. Tiwary, K. Chattopadhyay, A. Choudhury, Eutectic colony
606        formation in systems with interfacial energy anisotropy: A phase field
607        study, Computational Materials Science 130 (2017) 109–120.
608   [46] M. Croker, R. Fidler, R. Smith, The cellular growth of Bi-Pb2Bi eutectic,
609        Journal of Crystal Growth 11 (2) (1971) 121–130.
610   [47] S. Bagheri, J. Rutter, Origin of microstructure in Bi–Pb and Bi–Sn binary
611        eutectics, Materials science and technology 13 (7) (1997) 541–550.
612   [48] P. Sireesha, Thermo-electric properties of Sn-Te eutectic and off eutectic
613        composites (phd thesis, unpublished work).
629   [54] S. R. Kalidindi, Hierarchical materials informatics: novel analytics for ma-
630        terials data, Elsevier, 2015.
631   [55] D. B. Brough, D. Wheeler, S. R. Kalidindi, Materials knowledge systems in
632        python—a data science framework for accelerated development of hierar-
633        chical materials, Integrating materials and manufacturing innovation 6 (1)
634        (2017) 36–53.
635   [56] A. Parisi, M. Plapp, Defects and multistability in eutectic solidification
636        patterns, EPL (Europhysics Letters) 90 (2) (2010) 26010.
637   [57] K. Momma, F. Izumi, Vesta 3 for three-dimensional visualization of crystal,
638        volumetric and morphology data, Journal of applied crystallography 44 (6)
639        (2011) 1272–1276.
640   [58] C. Boldt, Directional solidification of the alumina-zirconia ceramic eutectic
641        system (1994).
                                             29
642   [59] J. Lee, A. Yoshikawa, H. Kaiden, K. Lebbou, T. Fukuda, D. Yoon, Y. Waku,
643        Microstructure of Y2O3 doped Al2O3/ZrO2 eutectic fibers grown by the
644        micro-pulling-down method, Journal of Crystal Growth 231 (1-2) (2001)
645        179–185.
646   [60] L.-s. Fu, G.-q. Chen, X.-s. Fu, W.-l. Zhou, Insights into the ternary eutec-
647        tic microstructure formed in intercolony regions in Al2O3–ZrO2 (Y2O3)
648        system, Journal of the American Ceramic Society 102 (1) (2019) 498–507.
649   [61] M. Durand-Charre, F. Durand, Effects of growth rate on the morphology
650        of monovariant eutectics: MnSb-(Sb, Bi) and MnSb-(Sb, Sn), Journal of
651        Crystal Growth 13 (1972) 747–750.
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Declaration of interests
     The authors declare that they have no known competing financial interests or personal
      relationships that could have appeared to influence the work reported in this paper.
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