Oleksandr Cherniushok1, Raul Cardoso-Gil2, Taras Parashchuk1, Rafal Knura1,3, Yuri Grin2, Krzysztof T Wojciechowski1. 1. Thermoelectric Research Laboratory, Department of Inorganic Chemistry, Faculty of Materials Science and Ceramics, AGH University of Science and Technology, Mickiewicza Ave. 30, 30-059 Krakow, Poland. 2. Max-Planck-Institut für Chemische Physik fester Stoffe, Nöthnitzer Str. 40, 01187 Dresden, Germany. 3. Department of Science, Graduate School of Science and Technology, Kumamoto University, 2 Chome-39-1 Kurokami, Chuo Ward, 860-8555 Kumamoto, Japan.
Abstract
Finding a way to interlink heat transport with the crystal structure and order/disorder phenomena is crucial for designing materials with ultralow lattice thermal conductivity. Here, we revisit the crystal structure and explore the thermoelectric properties of several compounds from the family of the filled β-Mn-type phases M 2/n n+Ga6Te10 (M = Pb, Sn, Ca, Na, Na + Ag). The strongly disturbed thermal transport observed in the investigated materials originates from a three-dimensional Te-Ga network with lone-pair-like interactions, which results in large variations of the Ga-Te and M-Te interatomic distances and substantial anharmonic effects. In the particular case of NaAgGa6Te10, the additional presence of different cations leads to bonding inhomogeneity and strong structural disorder, resulting in a dramatically low lattice thermal conductivity (∼0.25 Wm-1 K-1 at 298 K), being the lowest among the reported β-Mn-type phases. This study offers a way to develop materials with ultralow lattice thermal conductivity by considering bonding inhomogeneity and lone-pair-like interactions.
Finding a way to interlink heat transport with the crystal structure and order/disorder phenomena is crucial for designing materials with ultralow lattice thermal conductivity. Here, we revisit the crystal structure and explore the thermoelectric properties of several compounds from the family of the filled β-Mn-type phases M 2/n n+Ga6Te10 (M = Pb, Sn, Ca, Na, Na + Ag). The strongly disturbed thermal transport observed in the investigated materials originates from a three-dimensional Te-Ga network with lone-pair-like interactions, which results in large variations of the Ga-Te and M-Te interatomic distances and substantial anharmonic effects. In the particular case of NaAgGa6Te10, the additional presence of different cations leads to bonding inhomogeneity and strong structural disorder, resulting in a dramatically low lattice thermal conductivity (∼0.25 Wm-1 K-1 at 298 K), being the lowest among the reported β-Mn-type phases. This study offers a way to develop materials with ultralow lattice thermal conductivity by considering bonding inhomogeneity and lone-pair-like interactions.
The
global increasing energy demand and depletion of natural resources
are strong motivations for better exploitation of the available energy
supplies and the development of new energy sources. Thermoelectric
(TE) materials and devices are some of the research areas related
to novel ecological energy sources due to the possibility of converting
waste heat into electricity or vice versa.[1,2] The
main advantages of these devices relate to high reliability and a
significantly long period of continuous operation.[3] The energy conversion ability of the material can be determined
by a dimensionless thermoelectric figure of merit, represented as ZT = ST/ρ(κe + κL), where S is the Seebeck coefficient, ρ is the electrical
resistivity, T is the absolute temperature, and κe and κL are the electronic and lattice components
of the thermal conductivity, respectively.[4] A high power factor value (S2/ρ)
and a thermal conductivity (κ) as low as possible over the operating
temperature range are necessary for the high energy conversion efficiency.[5] Because of the strong coupling among S, ρ, and κe via carrier concentration,
band structure, and charge scattering, the individual optimization
of these parameters is still a challenge.[6] Consequently, the decisive requirement for a highly efficient thermoelectric
material is a lattice thermal conductivity, κL, that
is as low as possible, which is the main focus of this work.Many discussions related to the origins of low κL are available in the literature. The general statement of Goldsmid
indicates that compounds with a high mean atomic weight tend to have
a low lattice thermal conductivity because of the low frequency of
lattice vibrations.[7] Ioffe[8] observed a decrease in thermal conductivity with an increase
in polarity between the interacting atoms, and Spitzer[9] showed a correlation between increasing coordination number
in a crystal structure and decreasing lattice thermal conductivity.
Recent publications show that the strength of chemical bonds is another
crucial parameter that affects the value of lattice thermal conductivity.[3,10−12] Spitzer also noticed that tetrahedrally coordinated
binary zinc-blende-like compounds have strong covalent interactions
associated with a very high lattice thermal conductivity. With the
increasing polarity of their covalent bonds, the lattice thermal conductivity
decreases; thus, AIIBVI compounds typically
have a lower thermal conductivity (6–27 W m–1 K–1) than AIIIBV semiconductors
(35–90 W m–1 K–1).[9] Moreover, AIVBVI compounds
with the NaCl structure and an octahedral coordination, due to the
longer interatomic distances and weaker interaction between atoms,
show a significantly lower lattice thermal conductivity (2–3.5
W m–1 K–1).[9,13,14] New classes of extremely promising TE materials,
i.e., superionic binary and ternary copper and silver chalcogenides,
due to soft interactions of Cu+ (Ag+) ions with
a liquid-like behavior, possess extremely low values of κL (0.5–0.9 W m–1 K–1 for binary Cu and Ag chalcogenides[15,16] and 0.2–0.4
W m–1 K–1 for ternary argyrodites[17,18]), which makes these types of materials very interesting from the
thermoelectric point of view. However, the main disadvantage of superionic
thermoelectric materials is the low thermal stability due to cation
migration, which causes structure degradation of the material.[19]On the other hand, a large number of atoms
in the unit cell N may also cause low lattice thermal
conductivity,[20,21] although this is not the rule.[22] Increasing N in a material
intuitively creates a more troublesome transport
path for phonons, ultimately reducing κL by increasing
phonon-scattering opportunities and slowing short-wavelength phonons.[10] With the increasing number of atoms in the primitive
unit cell, more optical branches appear in the phonon dispersion,
and therefore, compounds with large unit cells should show low thermal
conductivities.[11] One of the newest concepts
to explain the phonon transport in crystalline materials is based
on the two-channel phonon transport approach, i.e., the phonon-gas
channel (κpg) and the diffuson channel (κdiff).[23] While the phonon-gas channel
is commonly believed to be the determinative factor of thermal conductivity,
the diffuson channel becomes significant in very anharmonic and structurally
complex materials that have many atoms per unit cell. It is expected,
that with increasing crystal structure complexity, anharmonicity,
defect concentration, and temperature, the phonon-gas channel will
be suppressed and the diffuson channel will be promoted. Complex Zintl
compounds have been explored as a new class of thermoelectrics,[24] which form quite complex crystal structures
with large unit cells. The complexity of the crystal structure and
the huge unit cell of these compounds, despite the crystalline order,
enable a very low lattice thermal conductivity (0.6 W m–1 K–1 at T = 300 K).[25] Recently, Deng et al.[26] showed that the increasing mismatch (δ) between the number
of cations and anions in a structure is a simple indicator for lowering
κL in ternary Cu- and Ag-based chalcogenides. Large
δ indicates the presence of vacancies in certain crystallographic
positions, which causes local bonding distortions including a change
in bond lengths and angles. Later, systematic studies on single-crystalline
materials revealed that the relation between the number of atoms in
the primitive unit cell (which was considered a measure of structural
complexity) and the thermal conductivity is not straightforward. Instead,
the chemical bonding complexity was suggested to influence the lattice
thermal conductivity.[22] Therefore, to accommodate
the diverse bonding conditions, a larger cell with more atoms and
a lower symmetry tends to be adopted. According to the reasons for
the low lattice thermal conductivity described above, we believe that
a variety of new TE materials with ultralow κL could
be developed further.Aiming to explore new potential thermoelectric
materials with ultralow
lattice thermal conductivity, we found a group of ternary tellurides
with a structural organization similar to the β-Mn structure.[27−29] These filled β-manganese-type phases have the chemical composition M2/Tr63+Q102– (M: Li+, Na+, Ag+, Ca2+, Sn2+, Pb2+, Yb2+; Tr3: Al3+, Ga3+, In3+; Q2–: Se2–,
Te2–) and are characterized by close packings of Q4-tetrahedra, which is similar to the arrangement
of manganese atoms in the cubic β-Mn. When M ions fill all available distorted octahedral
voids, the M ions occupy
only half of them, and Tr3+ ions are distributed
in an ordered wayover 15% of the tetrahedral voids. These filled β-manganese-type
phases are characterized by large unit cells (V ≈
3200–3600 Å3 [27]) with heavy atoms, which predicts a low lattice thermal conductivity.In this work, we performed a detailed study of the crystal structure
and TE properties of several promising compounds for energy conversion:
CaGa6Te10, SnGa6Te10,
PbGa6Te10, Na2Ga6Te10, and NaAgGa6Te10. All investigated
β-manganese-type phases possess very low lattice thermal conductivity,
which mainly originates from the unique features of the crystal structure.
Particularly, a three-dimensional Te–Ga network with stereochemically
active lone-pair-like interactions on Te results in large variations
in the Ga–Te and M–Te interatomic distances
and large Grüneisen parameters reflecting lattice anharmonicity.
The strongest disturbance of the thermal transport is found in the
case of the mixed-cation compound NaAgGa6Te10, in which the bonding inhomogeneity is increased by different polarities
of Ag–Te and Na–Te bonds. Considering filled β-manganese-type
phases as examples, we show that bonding inhomogeneity and lone-pair-like
interactions can be effectively used for the design of materials with
ultralow lattice thermal conductivity.
Results
and Discussion
Thermal and Microstructural
Analyses
The polymorphic phase transition of PbGa6Te10 has been discovered and analyzed in our recent work.[30] On the other hand, in the available literature[27,28] on MGa6Te10 compounds, no
information is given about the polymorphic phase transition of other
known compounds from this family.The results of the DSC analysis
of filled β-Mn-type phases are presented in the Supporting information, Figure S1. All studied ternary compounds show
endothermic peaks in the range of ∼650–760 K. To verify
the possible polymorphic phase transition, we additionally annealed
samples of the ternary compounds at 823 K followed by quenching in
an ice-water bath and performed PXRD analysis. All of the reflections
were successfully indexed in the R32 space group.
This means that in the earlier work of Deiseroth and Müller,[27] the crystal structure of the high-temperature
modifications of SnGa6Te10 and PbGa6Te10 with a rhombohedral R32 symmetry
was proposed. In a further work, Deiseroth and Kienle[28] described low-temperature modifications of SnGa6Te10 and PbGa6Te10 in the trigonal P3121 or P3221 space
groups. However, the high-temperature modifications with disordered
Pb2+ or Sn2+ cation sites crystallize in the
rhombohedral R32 space group. Consequently, here,
based on the crystallographic and thermal data, we report for the
first time the discovered phase transitions for SnGa6Te10.Figure S2 shows backscattered
electron
images of filled β-Mn-type phase samples after the SPS procedure.
The microstructure images of pellets indicate good densification after
the SPS procedure. The density of all samples after sintering was
≥95% of the crystallographic density. EDXS mapping of the mixed-cation
NaAgGa6Te10 (Figure S2f) confirmed the homogeneous distribution of elements in the sample.
The fractured surface of the NaAgGa6Te10 SPS-compacted
pellet is shown in Figure S2g, and the
higher-magnification image in Figure S2h evidences the polycrystalline nature of the sample.
Crystal Structure Determination
Figure shows the crystal
structure of the reported ordered and disordered prototypes of M2/Tr6Te10 filled β-Mn-type phases. These structural prototypes
are characterized by a three-dimensional network formed by Ga and
Te atoms, where different M cations can accommodate
octahedral voids in an ordered or disordered way. For the crystal
structure of CaGa6Te10, Cenzual et al.[31] proposed a rhombohedral model, where Ca atoms
occupy the octahedral 9d site in a disordered way
with a site occupancy factor equal to 2/3 (Figure ). The 3b octahedral site
is unoccupied. Investigating the crystal structures of MGa6Te10 (M: Pb2+, Sn2+), Deiseroth and Müller[27] proposed a rhombohedral model (R32) with
randomly disordered Pb2+ and Sn2+ ions (structure
type CaGa6Te10). In a later work, based on single-crystal
data, Deiseroth and Kienle[28] presented
derived models for the ordering of M2+ cations in the SnAl6Te10, SnGa6Te10, and PbGa6Te10 phases with
the assumption of a trigonal symmetry (P3121 or P3221). These showed weak superstructure
reflections, observed after annealing for several weeks. In the SnAl6Te10 structure, Sn2+ ions are distributed
in an ordered way over the octahedral 6c position
(Figure ); however,
the 3a and 3b octahedral sites remain
empty.
Figure 1
Crystal structure of the ordered and disordered prototypes of M2/Tr6Te10 filled β-Mn-type phases.
Crystal structure of the ordered and disordered prototypes of M2/Tr6Te10 filled β-Mn-type phases.In the case of M2Ga6Te10 compounds, the octahedral sites are occupied by M+ ions. According to the single-crystal data
of Deiseroth and Kienle,[32] Na2Ga6Te10 (or NaGa3Te5)
crystallizes in an ordered rhombohedral structure (R32) with fully occupied 9d and 3b octahedral sites by Na+ ions (Figure ). For Li2Ga6Te10 (or LiGa3Te5), the same authors proposed
a disordered structural model, where Li+ ions occupy off-center
positions in the 9d and 6c octahedral
sites with site occupancy factor 4/5 for both sites (Figure ).[33] In the mixed-cation compound NaAgGa6Te1034, similar to Li+ in Li2Ga6Te10, Ag+ ions show positional disorder, however,
in a 9d octahedral site. NaAgGa6Te10 can be treated as an intermediate phase between Na2Ga6Te10 and the high-pressure ionic conductor
Ag2Ga6Te10.[35]Structural analysis of synthesized representatives of filled
β-Mn-type
phases CaGa6Te10, SnGa6Te10, PbGa6Te10, Na2Ga6Te10, and NaAgGa6Te10 was performed using
powder X-ray diffraction (Figure ). Crystallographic information and final refinement
parameters are represented in Table , and atomic coordinates and isothermal displacement
parameters are presented in Tables S1–S7.
Figure 2
Powder XRD patterns of filled β-Mn-type phases.
Table 1
Crystallographic Information of Filled
β-Mn-Type Phases
nominal composition
CaGa6Te10
SnGa6Te10
PbGa6Te10
Na2Ga6Te10
NaAgGa6Te10
structure type
CaGa6Te10
SnAl6Te10
SnAl6Te10
Na2Ga6Te10
NaAgGa6Te10
formula weight
1734.42
1813.05
1901.54
1740.32
1825.20
space group
R32 (No. 155)
P3221 (No. 154)
P3221 (No. 154)
R32 (No. 155)
R32 (No. 155)
a (Å)
14.4631(3)
14.439(1)
14.4784(2)
14.6184(7)
14.4997(6)
c (Å)
17.7950(4)
17.708(1)
17.7410(4)
17.7875(9)
17.7359(8)
unit cell volume (Å3)
3223.7(2)
3197.2(6)
3220.7(2)
3291.9(5)
3229.3(4)
F (000) (e)
4302.1
4509.2
4679.3
4394.1
4501.7
Z
6
μ (cm–1)
1218.98
1297.49
1338.63
1181.69
1240.57
calculated density (g cm–3)
5.36
5.65
5.88
5.27
5.63
experimental density (g cm–3)
5.15
5.48
5.76
4.96
5.35
radiation, wavelength (Å)
Cu
Kα, 1.54185
T (K)
295
data range 2θ (°)
10–120
no. of reflections
596
1782
1796
616
607
no. of refined structure
parameters
8
8
8
8
8
profile function
Pseudo-Voigt
refinement mode
full profile
Ri
0.041
0.044
0.040
0.051
0.039
Rp
0.024
0.025
0.023
0.032
0.022
Rwp
0.036
0.038
0.033
0.048
0.033
goodness of fit
1.43
1.48
1.45
1.77
1.19
Powder XRD patterns of filled β-Mn-type phases.For the refinement of PbGa6Te10 and SnGa6Te10 crystal structures
(Figure a), we used
the models proposed by Deiseroth
and Kienle[28] with a trigonal symmetry (space
group P3121 or P3221). All reflections were successfully indexed in the space
group P3221, and the crystal structure
refinement yielded satisfactory residual values and atomic displacement
parameters (ADPs). For CaGa6Te10, the acceptable
residual values and atomic displacement parameters were obtained using
the crystal structure model proposed by Cenzual et al.[31] with the rhombohedral space group R32 as a starting model. The crystal structure refinement of Na2Ga6Te10 and NaAgGa6Te10 was performed using models in R32 as was
first described by Deiseroth and Kienle.[32,34] In the case of Na2Ga6Te10, satisfactory
residual values and atomic displacement parameters were obtained for
all atoms, except for Na in the 9d position, where
the ADP was around two times higher than for Na in the 3b position (Table S4). This means that
the proposed ordered model for the description of the crystal structure
of Na2Ga6Te10 can be refined considering
the possible disorder. Moreover, in NaAgGa6Te10, the resolution of the PXRD does not allow further study of the
cation disorder. Therefore, in the case of the latter compounds, it
was necessary to perform the structure refinement using single-crystal
data.
Figure 3
Crystal structures of ordered SnGa6Te10 (a)
and disordered NaAgGa6Te10 (b) with corresponding
coordination polyhedra. Represented structures are characterized by
significant interatomic distance variations and bond angle distortions.
Crystal structures of ordered SnGa6Te10 (a)
and disordered NaAgGa6Te10 (b) with corresponding
coordination polyhedra. Represented structures are characterized by
significant interatomic distance variations and bond angle distortions.As the microstructure analysis shows (Figure S2g,h), the prepared materials are polycrystalline. Nevertheless,
it was possible to separate small μm-sized single-crystalline
domains suitable for the single-crystal X-ray diffraction experiment.
Obviously, because of the structural disorder, the final residual
value of 0.063 for 1381 experimentally observed intensities was relatively
high. Nevertheless, the obtained positions of Ga and Te are well in
agreement with the previous crystal structure determinations for the
compounds of the filled-β-Mn family.[27,32,34] The calculation of the difference density
(using only Ga and Te atoms) reveals the complex distribution of the
latter and requires five positions for the appropriate description
of its distribution (Figure b). Assuming the occupancy of all of these sites by sodium,
it yields ca. 26 atoms per unit cell, which is much more than the
12 expected from the previous crystal structure determination[32] and expected from the simple charge balance
Na21+Ga63+Te102–. Thus, the mixed occupation of all new positions
by Na and Ag was derived by constraining the total number of atoms
in them to 12 (Table S7, Supporting information).
The so-obtained unit cell composition is Na1.3Ag0.7Ga6Te10, and the starting nominal composition
of the sample is NaAgGa6Te10. While the cation
position of the threefold axis (3b site 001/2) does
not show disorder, the second cation position (9d site x00) seems to be strongly disordered and requires
four partially occupied sites for its description. These findings
in combination with the previous publications describing crystallographic
disorder in the materials from the filled-β-Mn family show that
the cation distribution in this atomic arrangement can vary, depending
on the nature of the cation(s) M and the preparation
conditions. The materials prepared in the present work reveal the
strongest disorder among the known representatives of the MGa6Te10 family.[32−35]
Chemical
Bonding
From the analysis
of interatomic distances, a three-dimensional network formed by Ga
and Te atoms can be recognized in the crystal structure of Na1.3Ag0.7Ga6Te10 (gray in Figure , top). The distances
between 2.58 and 2.67 Å are close to the sum of covalent radii
(1.22 and 1.40 Å[36]). The atoms at
the mixed (Na + Ag) occupied positions are separated from the Te ligands
by much longer distances (mainly >2.98 Å). Thereby, the Te
distances
to the cationic site 3b (pink polyhedra in Figure , top) are markedly
longer (3.30 Å) than the separations to the split positions around
the 9d site (blue polyhedra in Figure , top). To find the bonding background for
the distance distribution above, quantum mechanical calculations were
performed on the ordered models with the compositions Na1.5Ag0.5Ga6Te10 and Na0.5Ag1.5Ga6Te10 (cf. experimental procedures).
Figure 4
Crystal
structure and bonding in Na1.5Ag0.5Ga6Te10: (top) Ga–Te network (gray lines)
with the coordination polyhedrons of Ag (pink) and Na (blue); (middle)
localization of ELI-D maxima around the Te atoms visualized by the
isosurfaces of ELI-D for the 3-bonded Te1, 2-bonded Te2, Te3, Te4,
and 3-bonded Te5, with the bold green lines showing bonding connections
and the dashed green lines pointed out toward the lone-pair regions;
(bottom) tellurium environment of the sodium (blue) and silver (pink)
atoms with the isosurfaces of ELI-D visualizing the lone-pair-like
(strongly polar) character of bonding in these regions.
Crystal
structure and bonding in Na1.5Ag0.5Ga6Te10: (top) Ga–Te network (gray lines)
with the coordination polyhedrons of Ag (pink) and Na (blue); (middle)
localization of ELI-D maxima around the Te atoms visualized by the
isosurfaces of ELI-D for the 3-bonded Te1, 2-bonded Te2, Te3, Te4,
and 3-bonded Te5, with the bold green lines showing bonding connections
and the dashed green lines pointed out toward the lone-pair regions;
(bottom) tellurium environment of the sodium (blue) and silver (pink)
atoms with the isosurfaces of ELI-D visualizing the lone-pair-like
(strongly polar) character of bonding in these regions.The Te atoms turn out to play a decisive role in the chemical
bonding
and structural organization of the investigated material. There are
two kinds of ELI-D maxima around the tellurium atoms (Figure , middle panel). The maxima
of the first kind are located close to the Te–Ga contacts and
represent the covalent bonds. The maxima of the second kind are located
on that side of Te atoms where no Ga neighbors are in the vicinity.
They visualize the lone-pair-like interactions in this region. Te1
and Te5 atoms have one such region and three bonding ones, i.e., (3b)Te,
while Te2–Te4 atoms show two lone-pair-like regions and two
bonding ones each, i.e., (2b)Te. According to the valence shell electron
pair repulsion model,[37] the volume demand
of a valence shell electron pair (lone-pair) is higher in comparison
with the bonding electron pair (stereochemical activity of lone pairs).
Two lone-pair-like regions around the two-bonded Te2–Te4 require
more volume in comparison with the ones at Te1 and Te5. This influences
the coordination of the Ga1 and Ga2 atoms, in particular, the interatomic
distances (on average, the distances between Ga and (3b)Te are longer
than Ga–(2b)Te) and the Te–Ga–Te bond angles,
which consequently deviate from the ideal tetrahedral values.The use of the term “lone-pair-like” instead of “lone-pair”
originates from the analysis of the interaction between Na and Ag
on the one hand and their Te environments on the other. From the electron
density–electron localizability indicator intersection procedure,
the quantization of polar bonding can be obtained.[38,39] Application of this technique to Na1.5Ag0.5Ga6Te10 reveals that—by the generally
strong polarity of Na–Te and Ag–Te bonds—the
contribution of the silver atoms to the lone-pair-like bonding is
2–3 times larger than that of the sodium atoms, and this is
independent of which crystallographic sites (3b or
9d) silver is located. That means that the Ag–Te
bonding is less polar than the Na–Te one. It was shown that
the lattice thermal conductivity may be reduced by the appearance
of different kinds of bonding in the material (bonding inhomogeneity).[22] Thus, the different characters of the Na–Te
and Ag–Te bonds may yield the difference in the thermal conductivity
between the pristine Na2Ga6Te10 and
its silver substitutional variety (cf. section 3.4).
Electronic Transport
While the variation
of chemical bonding may influence the lattice thermal conductivity
of the MGa6Te10 phases, it
does not, in general, affect the electronic transport. Independent
of the silver substitution, the calculated electronic density of state
for Na2–AgGa6Te10 shows a clear gap (see Figure for x = 0.5).
Figure 5
Calculated total electronic density of states for Na1.5Ag0.5Ga6Te10 with the contribution
of relevant atomic states.
Calculated total electronic density of states for Na1.5Ag0.5Ga6Te10 with the contribution
of relevant atomic states.Figure shows the
electronic transport properties of MGa6Te10 phases in the range of 298–773 K. The transport
property measurements were performed with the step ΔT = 25 K; however, in the temperature region of endothermal
effects registered by DSC, the measurements were carried out with
the smaller temperature step ΔT ≤ 10
K to register possible unusual behavior of the Seebeck coefficient
and electrical resistivity.
Figure 6
(a) Electrical resistivity, (b) Arrhenius plot
of electrical resistivity,
(c) Seebeck coefficient, and (d) thermoelectric power factor PF for filled β-manganese-type phases.
(a) Electrical resistivity, (b) Arrhenius plot
of electrical resistivity,
(c) Seebeck coefficient, and (d) thermoelectric power factor PF for filled β-manganese-type phases.Figure a
shows
the electrical resistivity for filled β-manganese-type phases
over the entire temperature range. The value of ρ is relatively
high for the investigated compounds and decreases with increasing
temperature, showing an intrinsic semiconducting transport behavior,
agreeing with the calculated electronic density of states. Over the
investigated temperature range, the pristine NaAgGa6Te10 and Na2Ga6Te10 samples
show the lowest and the highest electrical resistivity curves, respectively.
Inflections on the ρ(Τ) curves are observed
in the phase transition region, as also noticed for PbGa6Te10 and SnGa6Te10. The values of
ρ, being in the range of 3.6 × 101 Ω·m
(NaAgGa6Te10)—7.3 × 103 Ω·m (Na2Ga6Te10) at
298 K, decrease to 1.6 × 10–2 Ω·m
(NaAgGa6Te10)—7.6 × 10–2 Ω·m (Na2Ga6Te10) at
773 K. We also want to highlight the evident correlation between the
endothermal effects of structural transitions registered on DSC and
steplike changes of electrical resistivity in this range. The high
resistivity of the studied materials is in agreement with the very
low values of carrier concentration nH in the range of 1012–1014 cm–3; however, the Hall measurements were too noisy to determine more
precisely the values of nH.The
activation energies, estimated from the Arrhenius plot of the
electrical resistivity (Figure b) for filled β-manganese-type phases, are given in Table S8. The values of Ea are varied from 0.4–0.8 eV in the low-temperature
region to 0.8–1.65 eV in the high-temperature region. Among
the measured samples, the lowest activation energies were estimated
for NaAgGa6Te10 and SnGa6Te10, with the highest belonging to Na2Ga6Te10.In the high-temperature region, the values of Ea are comparable to the reported band gaps for
PbGa6Te10 and SnGa6Te10[40] as well as in good agreement with the
DFT-calculated
band gap for NaAgGa6Te10. On the other hand,
the low values of Ea at low temperatures
might suggest the appearance of in-gap states or the presence of the
hopping mechanism of electrical conductivity for the studied samples.Figure c shows
the temperature dependence of the Seebeck coefficient for filled β-manganese-type
phases. All samples possess a positive Seebeck coefficient throughout
the entire temperature range, indicating that holes are the dominant
carriers. The Seebeck coefficient for all stoichiometric compounds,
except for PbGa6Te10, shows a bell-shaped tendency
with temperature, reaching a maximum of 700–800 μV K–1 at 500–600 K and also showing steplike changes
on the S(T) during phase transitions
in the high-temperature region.Based on the measured S and ρ, the power
factors (PF = S2/ρ)
of the investigated filled β-manganese-type phases are calculated
and presented in Figure d. Even if the Seebeck coefficients are very high for the studied
compounds, due to high resistivities, the thermoelectric power factors
are relatively low. Among all samples, the SnGa6Te10 and NaAgGa6Te10 have the highest PF in the range of ∼16–17 μW m–1 K–2 at 773 K.The MGa6Te10 (M = Pb, Sn, Ca, Na2) compounds show very low decreasing
dependences of κ(Τ) (Figure a) in the range of 0.49–0.64
W m–1 K–1 at 298 K to 0.19-0.24
W m–1 K–1 at 773 K. The decreasing
tendency of the thermal conductivity can also be observed in series
Na2Ga6Te10–CaGa6Te10–SnGa6Te10–PbGa6Te10, which correlates well with the increasing
atomic weight of M cations (i.e., heavier atoms cause
a lower thermal conductivity). It should be pointed out that a drop
in thermal conductivity in the region of endothermal effects registered
on DSC curves above 600 K appears, most probably, due to the latent
heat of phase transitions, which is not taken into account in the
Dulong–Petit heat capacity.[41] Therefore,
we should keep in mind that the thermal conductivity in the region
of the phase transition can be somewhat underestimated. The most intriguing
finding of this work is that the mixed-cation compound NaAgGa6Te10 shows dramatically lower thermal conductivities
of about 0.25 W m–1 K–1 at 298
K and 0.17 W m–1 K–1 at 773 K,
which are among the lowest values observed in crystalline materials
reported to date. The almost temperature-independent thermal conductivity
for the mixed-cation sample can be related to the heat transport preferably
through the diffuson channel.[23] The diffuson-provoked
phonon transport, which is highly expected for the disordered systems
with high anharmonicity, approaches the thermal conductivity to a
constant value at high temperatures.[42] On
the other hand, the most realistic reason for such a strong reduction
of κ compared to Na2Ga6Te10 can be explained in terms of the crystal chemistry uniqueness of
NaAgGa6Te10 and will be discussed in more detail
in the next section.
Figure 7
(a) Thermal conductivity and (b) dimensionless thermoelectric
figure
of merit ZT for filled β-manganese-type phases.
(a) Thermal conductivity and (b) dimensionless thermoelectric
figure
of merit ZT for filled β-manganese-type phases.The dimensionless TE figure of merit (ZT) of the
filled β-manganese-type samples is calculated based on the measured S, ρ, and κ and shown in Figure b. Due to the improved power factor up to
17 μW m–1 K–2 (Figure d), as well as the
ultralow κ, the ZT value was improved by about
4.5 times (Figure b) for NaAgGa6Te10 in comparison with the Na2Ga6Te10 compound. Moreover, the lowest
resistivity, as well as the ultralow lattice thermal conductivity
of NaAgGa6Te10, makes this compound the most
interesting for further investigation concerning tuning of the carrier
concentration, which can significantly improve the TE performance.
Origins of Low Thermal Conductivity
Thermal
transport in crystalline materials mainly originates from
phonon–phonon scattering, point defects, micro- and nanoinclusions,
grain boundaries, and crystal structure complexities.[43] Finding the interlink between crystal structure and thermal
conductivity has become one of the main topics of interest in modern
solid-state physics.[10,44] One of the parameters that connect
the particularities of crystal structure and thermal conductivity
is the Grüneisen parameter γ. The local estimation of
the Grüneisen parameter is possible using the X-ray absorption
fine structure (XAFS) method,[45] and the
average value of γ can be easily determined from ultrasonic
measurements.[10,46] Although such an approach does
not provide full insight into the origin of the lattice thermal conductivity,
it gives essential information about the dominant mechanism of thermal
transport.In our recent work,[30] we
showed that the point defects in Pb positions disturb the phonon transport
in the PbGa6Te10 structure. Particularly, the
thermal conductivity was lowered from 0.52 W m–1 K–1 for the stoichiometric composition PbGa6Te10 to 0.38 W m–1 K–1 for the cation-deficient Pb0.9Ga6Te10 sample at 298 K. However, the relatively small modification of the
nominal composition results in the remarkable lowering of the thermal
conductivity. Therefore, this work aims to understand the influence
of different M atoms as well as partial occupancy
of the atom positions on the thermal conductivity of MGa6Te10. Keeping this in mind, we combined
the ultrasonic measurements of longitudinal and transverse sound velocities
at room temperature with the theoretical calculations based on the
Callaway approach and with the analysis of the crystal structure features
for the investigated MGa6Te10 compounds.The measured values of the longitudinal ν and transverse νt velocities
and the results
of the calculations of Debye temperatures ΘD, the
Poisson ratio ν, the Grüneisen parameter γ, the
bulk modulus B, Young’s modulus E, phonon mean free path lph, and the
minimum thermal conductivity κglass and κdiff for filled β-manganese-type phases are shown in Table .
Table 2
Elastic and Thermal Transport Properties
of Filled β-Manganese-Type Phases
compound
vl, m s–1
vt, m s–1
vm, m s–1
ΘD, K
ν
γ
B, GPa
E, GPa
lph, Å
κglass, W m–1 K–1
κdiff, W m–1 K–1
CaGa6Te10
2749
1668
1843
171.3
0.21
1.32
19.8
34.6
6.18
0.34
0.21
SnGa6Te10
2730
1640
1814
170.7
0.22
1.37
21.6
36.7
6.19
0.34
0.21
PbGa6Te10
2633
1585
1753
164.0
0.22
1.35
20.6
35.2
6.82
0.32
0.20
Na2Ga6Te10
2799
1669
1847
169.3
0.22
1.38
20.4
33.8
7.00
0.35
0.22
NaAgGa6Te10
2720
1577
1750
161.9
0.25
1.48
21.8
33.2
3.01
0.34
0.21
The calculation
procedure for the elastic and thermal transport
parameters can be found in the Supporting Information (eqs S1–S11). The obtained low values of
the Debye temperature are typical for materials with weak interatomic
interactions.[47] On the other hand, the
estimated Grüneisen parameters γ ∼ 1.32–1.48
are much higher compared to the diamond-like compounds with a tetrahedral
coordination, which usually show γ ∼ 0.5–0.7.[10] As the Grüneisen parameter is the direct
measure of lattice anharmonicity[48] (which
is defined as a property of lattice vibrations governing how they
interact and how well they conduct heat[49]), a strong lattice anharmonicity for MGa6Te10, especially in the case of the mixed-cation compound
NaAgGa6Te10 (where γ shows the highest
value (Table )), is
expected. It is worth mentioning that the estimation of the Gruneisen
parameter from elastic properties may bring some errors depending
on the model used for calculations.[50] Considering
the ratio of the longitudinal and transverse speeds of sound for the
investigated compounds , in this
work, we used the average speed
of sound described by Anderson.[51]The investigated materials are characterized by low values of Young’s
modulus (E ≈ 33–37 GPa), also indicating
a weak interaction between atoms in the materials. Such low values
of Young’s modulus are comparable to Bi2Te3-based alloys,[10] which contain weak van
der Waals interactions in the structure. Low values of mean sound
velocities result in a very short phonon mean free path of ∼3–7
Å, which is 2–5 times shorter than the lattice parameters.
Such a low mean free path can also be connected with the lattice anharmonicity,
as was recently shown by Lu et al.[52] for
PbTe. In the case of the investigated β-Mn-type compounds, the
presence of lattice anharmonicity is connected with the lone-pair-like
interactions, as was derived from our chemical bonding analysis. The
lattice anharmonicity created by lone-pair interactions was also reported
as the main cause of the low lattice thermal conductivity for pnicto-chalcogenide-based
compounds.[44]To understand the thermal
transport in more detail, we also calculated
the “minimum thermal conductivity” using two different
approaches. All samples possess a lower κ than Cahill’s
formulation of the glass limit for the thermal conductivity κglass based on the maximum phonon-scattering approach.[53] Consequently, for estimation of a minimum of
the thermal conductivity κdiff, the diffuson-based
model adapted for disordered systems was employed.[42] The majority of the investigated samples approach a minimum
thermal conductivity κdiff at high temperatures;
however, the NaAgGa6Te10 samples even cross
this minimal threshold, which makes confusing the understanding of
the thermal transport in this material using conventional phonon transport
theories.Taking into account the high resistivity of the investigated
samples,
the electronic part of thermal conductivity is negligible, and we
assumed that the total thermal conductivity contains only the lattice
contribution κL (Figure ). To further understand the low values of
the lattice thermal conductivity for the investigated compounds, we
used the Callaway approach[54]
Figure 8
(a) Lattice thermal conductivity for the
studied filled β-manganese-type
phases; lines correspond to the calculations using the Callaway approach.
Here, the U, P, B, and R represent Umklapp scattering, point-defect
scattering, grain boundary scattering, and phonon resonance scattering,
respectively. The κmin indicates the theoretical
minimum lattice thermal conductivity of NaAgGa6Te10. (b) Fitting parameters A and B, which were used for the calculation of lattice thermal conductivity
by the Callaway approach; parameter A quantifies
the strength of phonon scattering on point defects, and parameter B denotes the three phonon Umklapp scattering processes.
(c) Experimental lattice thermal conductivity κL versus
Grüneisen parameters γ determined from ultrasonic measurements.
(d) Dependence between experimental and calculated (using eq S9) lattice thermal conductivities for the
investigated samples.
(a) Lattice thermal conductivity for the
studied filled β-manganese-type
phases; lines correspond to the calculations using the Callaway approach.
Here, the U, P, B, and R represent Umklapp scattering, point-defect
scattering, grain boundary scattering, and phonon resonance scattering,
respectively. The κmin indicates the theoretical
minimum lattice thermal conductivity of NaAgGa6Te10. (b) Fitting parameters A and B, which were used for the calculation of lattice thermal conductivity
by the Callaway approach; parameter A quantifies
the strength of phonon scattering on point defects, and parameter B denotes the three phonon Umklapp scattering processes.
(c) Experimental lattice thermal conductivity κL versus
Grüneisen parameters γ determined from ultrasonic measurements.
(d) Dependence between experimental and calculated (using eq S9) lattice thermal conductivities for the
investigated samples.Within this approach,
the phonon relaxation time (τc) can be calculated
using contributions related to scattering on
phonon–phonon Umklapp processes, point defects, and grain boundaries
(eqs S12–S14).All investigated
lattice thermal conductivity dependences were
reasonably well-fitted by the Callaway model (Figure a). For single-cation β-manganese-type
phases, it was enough to employ a model that accounts for the phonon
Umklapp scattering + point defects + grain boundaries (black line).
As the effect of the grain boundaries can be assumed to be the the
same for all investigated specimens, we focused on the analysis of
the fitting parameters A and B (Figure b), which quantify
the strength of phonon scattering on point defects and phonon–phonon
Umklapp scattering processes, respectively. The highest A parameter for CaGa6Te10 (Figure b) can be explained in terms
of crystal chemistry because this compound crystallizes in a structure
(R32 space group) with 2/3 occupancy of the 9d site by Ca2+. This feature may cause stronger
point-defect scattering, in contrast to ordered SnGa6Te10 and PbGa6Te10, where this influence
is weaker. In line with the mentioned reasons, Na2Ga6Te10 has even weaker point-defect scattering because
all of its octahedral voids are filled by Na+ ions. The
parameter B was found to be comparable for single-cation
filled β-Mn-type phases, suggesting a similar effect of the
phonon–phonon scattering for all four representatives. We would
like to point out that the three phonon-scattering mechanisms, i.e.,
the point defects, Umklapp, and grain boundaries, were sufficient
to reliably fit the experimental results of the lattice thermal conductivity
for single-cation filled β-Mn-type phases. It is however possible
that other phonon-scattering effects (e.g., phonon scattering by structural
disorder[55] or phonon resonance scattering[56]) are present, but their contribution is relatively
small, compared to the three listed above.In the case of the
mixed-cation compound, taking into account only
Umklapp, point defect, and grain boundary scattering does not give
sufficient agreement with the experimental trend of the lattice thermal
conductivity (black line in Figure a). To obtain a reasonably good fit for mixed-cation
NaAgGa6Te10, the phonon resonance scattering
(blue line in Figure a) was additionally employed for the calculations of the phonon relaxation
times (eq S15).[56] As was reported by Xie et al. for Cs-based halide perovskites,[57] phonon resonance scattering has an essential
effect on thermal transport due to the coupling between the low-frequency
optical phonons and acoustic phonons, which originates from the weak
chemical bonding between off-centered cations and halogen anions.
Such a situation is highly probable in the case of the strongly disordered
structures with bonding inhomogeneities, low Debye temperatures, and
low phonon velocities. A similar set of properties was also discussed
above for the filled β-Mn-type phases, especially in the case
of mixed-cation NaAgGa6Te10, where disorder
around the 9d cation site, a stronger bonding inhomogeneity,
a lower Debye temperature, and a lower phonon velocity than in single-cation
compounds were observed. Moreover, coupling between the low-frequency
optical phonons with heat-carrying acoustical phonons was indicated
by Cheng et al.[58] for the PbGa6Te10 representative of filled β-Mn-type phases using
DFT calculations.The necessity to implement the additional
terms to the Callaway
model may be an indicator of the nonacceptance of the classical heat
transport approach in this case. The two-channel (diffuson and phonon
gas) thermal transport can be very helpful here.[23] While the diffuson channel is suppressed in the single-cation
compounds, the phonon-gas channel will be dominated. On the other
hand, in the case of the cation-disorder compounds, the diffuson channel
will be promoted. This can also lead to the almost temperature-independent
thermal conductivity for NaAgGa6Te10.According to the chemical bonding analysis, the presence of the
stereochemically active lone-pair-like bonds on tellurium in the Ga–Te
framework may induce lattice anharmonicity,[44] which is reflected in the high Grüneisen parameters for our
samples. Moreover, as calculated from ultrasonic measurements, the
Grüneisen parameters correlate well with lattice thermal conductivities,
as depicted in Figure c,d.From the analysis of the chemical bonding above, the generally
low lattice thermal conductivity of the filled β-manganese-type
phases can be understood as a consequence of the coexistence of different
types of bondings in these materials (bonding inhomogeneity[22,59,60]). The situation of the MGa6Te10 phases is very similar to
that of the intermetallic clathrates, where the covalent bonds in
the three-dimensional framework formed by transition-metal and group
13 or group 14 elements are combined with complex interactions between
the framework and filler atoms.[61] The difference
in the lattice thermal conductivity between Na2Ga6Te10 and NaAgGa6Te10 (and also in
general between single-cation and two-cation compounds) can be understood
by the stronger bonding inhomogeneity in NaAgGa6Te10: besides a variety of the Na–Te bonds due to the
disorder around the 9d site, which is common for
Ag-free and Ag-containing materials, less polar Ag–Te bonds
appear in NaAgGa6Te10. This observation goes
along with the case of the intermetallic clathrates, where the additional
type of chemical bonding between the filler atoms and the more electronegative
component in the framework position reduces the lattice thermal conductivity.[62−64] The lone-pair-like interactions and bonding inhomogeneities are
the main reasons for a dramatic reduction of the lattice thermal conductivity
in the investigated mixed-cation-filled β-manganese-type phases.
Conclusions
The structural and thermoelectric
properties of the filled β-manganese-type
phases M2/Ga6Te10 (M = Pb, Sn, Ca, Na, Na + Ag) were
characterized aiming to understand and influence the heat transport.
All investigated members of this family possess a very low thermal
conductivity, mainly due to lone-pair-like interactions on Te. The
most intriguing finding is that the mixed-cation compound NaAgGa6Te10 shows extremely low thermal conductivity,
about 0.25 W m–1 K–1 at 298 K,
decreasing to 0.17 W m–1 K–1 at
773 K, which is among the lowest values observed to date in crystalline
materials. This feature can be understood due to the synergistic effect
of the disorder around the 9d site and the stronger
bonding inhomogeneity caused by the appearance of Na–Te bonds
and Ag–Te bonds with different polarities in NaAgGa6Te10. Such a property results in troublesome thermal transport
in this material and can be described by resonance phonon scattering
as it was derived from Callaway’s analysis. Due to the improved
power factor as well as the ultralow κ, the ZT value was enhanced by about 4 times for NaAgGa6Te10 in comparison with the Na2Ga6Te10 compound. Furthermore, the large thermoelectric potential
of the investigated compounds is related to the high Seebeck coefficient
in the range of 600–800 μV K–1.This work shows that the analysis of chemical bonding offers an
explanation of the low lattice thermal conductivity observed in complex
chalcogenides and opens a new route for the design of novel materials
with ultralow lattice thermal conductivity for various applications,
including thermoelectrics and thermal barrier coatings.
Experimental Section
Preparation
The synthesis of all
samples was carried out in graphite-coated (to avoid possible reaction
with SiO2) quartz ampoules, evacuated to a residual pressure
of 10–5 mbar, and sealed with an oxygen–hydrogen
burner flame. Prior to synthesis, the ampoules were subjected to rigorous
cleaning, which included washing in a 1HNO3:3HCl acid mixture
and frequent flushing with distilled water and isopropanol for final
drying. Polycrystalline samples were synthesized in a muffle furnace
by reacting the elements Ca (Alfa Aesar, 99.99%), Sn (Alfa Aesar,
99.999%), Pb (Alfa Aesar, 99.999%), Na (Alfa Aesar, 99.99%), Ag (Alfa
Aesar, 99.999%), Ga (Alfa Aesar, 99.9999%), and Te (Alfa Aesar, 99.999%)
at 1223 K for 5 h. Then, the furnace in the upright position was cooled
in the inertial mode to room temperature. The resultant dark-gray
and brittle ingots were ground to powder, cold-pressed, and annealed
for 200 h at 873 K in evacuated quartz ampoules. After the annealing
process, the samples were cooled in the inertial mode to room temperature.Synthesized materials were crushed into fine powders manually in
an agate mortar and then densified using a spark plasma sintering
(SPS) laboratory-made apparatus at 773 K for 20 min in a 12.8 mm-diameter
graphite mold under an axial compressive stress of 45 MPa in an argon
atmosphere. The heating and cooling rates were 50 and 20 K/min, respectively.
The obtained dense pellets (d ≥ 95% of the
crystallographic density) with a diameter of 12.8 mm and height ∼2
mm were then polished for transport property measurements.
Structural and Thermal Analyses
Phase
identification was performed with a Bruker D8 Advance X-ray diffractometer
using Cu Kα radiation (λ = 1.5418 Å,
Δ2θ = 0.005°, 2θ range 10–120°)
with Bragg–Brentano geometry. Rietveld refinement of the crystal
structure was performed using the WinCSD program package.[65]Thermal analysis of the different samples
was performed on a differential scanning calorimetry equipment (NETZSCH
DSC 404 F3 Pegasus) using a sample mass of ∼10
mg in Al crucibles with a lid using a heating rate of 10 K/min under
a helium flow.For SEM and EDXS analyses, samples were embedded
in conductive
resin and subsequently polished finely using 0.1 μm diamond
powder in a slurry. The analysis of the chemical composition was performed
using scanning electron microscopy (JEOL JSM-6460LV scanning electron
microscope) equipped with energy-dispersive X-ray spectroscopy.
Electrical and Thermal Transport Properties
The Seebeck coefficient α and electrical resistivity ρ
were measured by commercial apparatus NETZSCH SBA 458 Nemesis. Measurements were spent in an argon flow in the temperature range
of 298–773 K. Thermal diffusivity αD was measured
on a NETZSCH LFA 457 equipment, and the specific heat capacity Cp was estimated from the Dulong–Petit
limit. The samples were first spray-coated with a thin layer of graphite
to minimize errors from the emissivity of the material and laser beam
reflection caused by a shiny pellet surface. Thermal conductivity
was calculated using the equation κ = dCαD, where d is the density obtained by the Archimedes principle at the pellets
from SPS. The uncertainty values of the Seebeck coefficient and electrical
conductivity measurements were 7 and 5%, respectively, whereas that
of thermal diffusivity measurements was 3%. The combined uncertainty
for the determination of the thermoelectric figure of merit ZT was ∼20%.[66] The Hall
effect was investigated by applying the four-probe method in constant
electric and magnetic fields (H = 0.9 T) and current
through a sample of 10 mA. The speed of sound was measured at T = 298 K using the ultrasonic flaw detector Olympus Panametrics
Epoch 3.
Theoretical Calculations
Electronic
structure calculations and bonding analyses were carried out for the
ordered models without split positions with the compositions Na2Ga6Te10, Na1.5Ag0.5Ga6Te10, and Na0.5Ag1.5Ga6Te10 employing the TB-LMTO-ASA program package.[67,68] The experimentally found symmetry and unit cell of the NaAgGa6Te10 sample and the atomic coordinates of the Na2Ga6Te10[32] were used for the calculations. Sodium was placed at the 9d site (xx0) and silver was placed at the
3b site (001/2) for the model Na1.5Ag0.5Ga6Te10, and vice versa for the model Na0.5Ag1.5Ga6Te10. The Barth–Hedin exchange potential[69] was employed for the LDA calculations. The radial scalar-relativistic
Dirac equation was solved to obtain the partial waves. Despite the
calculation within the atomic sphere approximation (ASA) including
corrections for neglecting interstitial regions and partial waves
of a higher order,[70] an addition of empty
spheres was necessary due to the loose character of the crystal structure
with large voids within the Ga–Te network. The following radii
of the atomic spheres were applied for the Na1.5Ag0.5Ga6Te10 model: r(Te1)
= 1.617 Å, r(Te2) = 1.586 Å, r(Te3) = 1.608 Å, r(Te4) = 1.592 Å, r(Te5) = 1.669 Å, r(Ga1) = 1.399 Å, r(Ga2) = 1.418 Å, r(Ag) = 2.191 Å
and r(Na) = 2.092 Å; the radii for the other
two models are similar and can be obtained from the authors. A basis
set containing Te(5s, 5p), Ga(4s, 4p), Ag(5s, 5p, 4d), and Na(3s)
orbitals was employed for a self-consistent calculation with Te(5d,4f),
Ga(4d), Ag(4f), and Na(3p, 3d) functions being downfolded. The analysis
of the chemical bonding in position space[71,72] was performed by means of the electron localizability approach.
For this purpose, the electron localizability indicator (ELI) in its
ELI-D representation[73,74] and the electron density (ED)
were calculated with a specialized module in the LMTO-ASA.[67,68] The topologies of ELI-D and ED were evaluated by means of the program
DGrid.[75] The atomic charges from ED and
bond populations for bonding basins from ELI-D were obtained by the
integration of ED within the basins (space regions), bounded by zero-flux
surfaces in the respective gradient field. This procedure follows
the quantum theory of atoms in molecules (QTAIM).[76]