Katarina Brlec1,2, Seán R Kavanagh1,2,3, Christopher N Savory1,2, David O Scanlon1,2. 1. Department of Chemistry, University College London, 20 Gordon Street, London WC1H 0AJ, U.K. 2. Thomas Young Centre, University College London, Gower Street, London WC1E 6BT, U.K. 3. Department of Materials, Imperial College London, Exhibition Road, London SW7 2AZ, U.K.
Abstract
Green production of hydrogen is possible with photocatalytic water splitting, where hydrogen is produced while water is reduced by using energy derived from light. In this study, density functional theory (DFT) is employed to gain insights into the photocatalytic performance of La5Ti2AgS5O7 and La5Ti2CuS5O7-two emerging candidate materials for water splitting. The electronic structure of both bulk materials was calculated by using hybrid DFT, which indicated the band gaps and charge carrier effective masses are suitable for photocatalytic water splitting. Notably, the unique one-dimensional octahedral TiO x S6-x and tetragonal MS4 channels formed provide a structural separation for photoexcited charge carriers which should inhibit charge recombination. Band alignments of surfaces that appear on the Wulff constructions of 12 nonpolar symmetric surface slabs were calculated by using hybrid DFT for each of the materials. All surfaces of La5Ti2AgS5O7 have band edge positions suitable for hydrogen evolution; however, the small overpotentials on the largest facets likely decrease the photocatalytic activity. In La5Ti2CuS5O7, 72% of the surface area can support oxygen evolution thermodynamically and kinetically. Based on their similar electronic structures, La5Ti2AgS5O7 and La5Ti2CuS5O7 could be effectively employed in Z-scheme photocatalytic water splitting.
Green production of hydrogen is possible with photocatalytic water splitting, where hydrogen is produced while water is reduced by using energy derived from light. In this study, density functional theory (DFT) is employed to gain insights into the photocatalytic performance of La5Ti2AgS5O7 and La5Ti2CuS5O7-two emerging candidate materials for water splitting. The electronic structure of both bulk materials was calculated by using hybrid DFT, which indicated the band gaps and charge carrier effective masses are suitable for photocatalytic water splitting. Notably, the unique one-dimensional octahedral TiO x S6-x and tetragonal MS4 channels formed provide a structural separation for photoexcited charge carriers which should inhibit charge recombination. Band alignments of surfaces that appear on the Wulff constructions of 12 nonpolar symmetric surface slabs were calculated by using hybrid DFT for each of the materials. All surfaces of La5Ti2AgS5O7 have band edge positions suitable for hydrogen evolution; however, the small overpotentials on the largest facets likely decrease the photocatalytic activity. In La5Ti2CuS5O7, 72% of the surface area can support oxygen evolution thermodynamically and kinetically. Based on their similar electronic structures, La5Ti2AgS5O7 and La5Ti2CuS5O7 could be effectively employed in Z-scheme photocatalytic water splitting.
The limited availability
of fossil fuel reserves is leading to
a global energy shortage. At current consumption rates, petroleum
deposits are projected to last until the 2040s while coal deposits
should last until the 2200s.[1] Combined
with other renewable energy sources, hydrogen has been identified
as a potential energy vector leading the transition to decarbonization
of the energy sector. Currently, hydrogen is mass produced by energy-intensive
and environmentally unsustainable hydrocarbon reforming that uses
the depleting fossil fuels as precursors.[2,3]Production of hydrogen can be improved by photocatalytic water
splitting where water is split into hydrogen and oxygen gas by using
the energy derived from light. When hydrogen is burned in the presence
of oxygen, water is reformed, effectively keeping the cycle carbon
neutral and emissions-free. Since the discovery of the Honda–Fujishima
reaction in 1972, TiO2 has been extensively studied as
a potential photocatalytic water-splitting material.[2,4] Fujishima and Honda originally reported TiO2 as a photoelectrochemical
cell electrode, but since it has become one of the most studied photocatalytic
systems.[4−6] The high photocorrosive stability of titania along
with its low-cost manufacture and nontoxicity makes it a promising
candidate material.[2,5] However, titania can only absorb
light in the ultraviolet range, which only comprises about 5% of the
incident solar energy due to its wide band gap (3.2 eV).[7]To effectively harness the solar energy
supply, a good water-splitting
material should have a band gap between 1.8 and 2.2 eV.[8,9] Water splitting is thermodynamically an endothermic reaction, with
a positive Gibbs free energy (ΔG° = 238 kJ mol–1), which leads to a minimum photon energy of 1.23 eV
required for thermodynamic water splitting.[10] However, as more energy is needed to overcome the kinetic overpotential
associated with the redox of water, the energy of the photons absorbed
should be closer to 2 eV. The material should have a low charge
carrier effective mass (below 0.5me) in
at least one direction to facilitate the mobility of charge carriers
to the surface-active sites.[8]Given
these electronic property requirements, understanding the
electronic band structure of candidate materials is crucial for the
design of photocatalytic water-splitting devices. In titania the O
2p states present at the valence band maximum lie relatively low in
energy, thus creating a wider gap to the conduction band minimum composed
of Ti 3d states. The relative position of conduction band edges provides
a large overpotential for oxygen evolution that ideally should be
maintained for maximum photocatalytic performance. The inclusion of
chalcogen anions achieves this by introducing higher-energy chalcogen
p orbitals that decrease the band gap without altering the conduction
band edge.[11] The quasi-layered Ln2Ti2S2O5 (Ln = Y, lanthanides) series
exhibit this behavior with S 3p orbitals forming on the top of the
valence band and O 2p states at a lower energy level.[12,13] This makes these systems candidates for both reduction and oxidation
of water with good band edge alignment.[12] Additionally, the hybridization of O 2p and S 3p states in mixed
anions further stabilizes the surface S2– to self-oxidation
and photocorrosion in aqueous solutions.[13]Inspired by the Ln2Ti2S2O5 series, Meignen et al. posed that introduction of a late
transition metal such as Cu or Ag could enhance the segregation of
layers.[14] Thus, La5Ti2AgS5O7 (LTA) and La5Ti2CuS5O7 (LTC) were first synthesized by Meignen
et al. in 2004 and have since been shown to exhibit photocatalytic
activity for both reduction and oxidation of water in the presence
of Pt and IrO2 cocatalysts.[14−16] The systems are reported
to have band gaps of 2.17 eV (LTA) and 1.91 and 2.02 eV(LTC).[14,17] Nevertheless, the initial hypothesis of Cu/Ag promoting layer separation
was incorrect, with only fragments of layers observed in the [La5Ti2MS5O7]4 (M
= Ag, Cu) orthorhombic (Pnma, No. 62) unit cells
(see Figure ).
Figure 1
Crystal structures
of (a) LTA and (b) LTC as seen down the b-axis. The
TiOS6– octahedra (light blue) and the rock-salt-like AgS4 (silver)
and CuS4 (dark blue) are shown while
the fluorite-type La polyhedra are omitted for clarity. (c) One-dimensional
tetrahedral and octahedral chains in a 1 × 3 × 1 LTA supercell.
La = green, Ti = blue, S = yellow, O = red, Ag = silver, and Cu =
dark blue.
Crystal structures
of (a) LTA and (b) LTC as seen down the b-axis. The
TiOS6– octahedra (light blue) and the rock-salt-like AgS4 (silver)
and CuS4 (dark blue) are shown while
the fluorite-type La polyhedra are omitted for clarity. (c) One-dimensional
tetrahedral and octahedral chains in a 1 × 3 × 1 LTA supercell.
La = green, Ti = blue, S = yellow, O = red, Ag = silver, and Cu =
dark blue.The recombination of charge carriers
is expected to be limited
due to the presence of the one-dimensional tetrahedral MS4 (M = Ag, Cu) and octahedral TiOS6– chains in the crystal structure.[17] This is based on the idea that a layered structure
would increase the separation of photogenerated charge carriers by
effectively trapping them individually on different chemical motifs
in the structure, separated by insulating layers. For example, in
Sr2Cu2ZnO2S2 the electron
transport occurs via the (ZnO2)− layer,
the holes are transported via the (Cu2S2)2– layer, and the Sr2+ layer is found between
the former two. In the case of LTA and LTC, the octahedral and tetrahedral
chains in the structure are expected to enable the charge carriers
to reach the surface sited efficiently without significant recombination
effects.[18] Recently, analysis of needle-shaped
LTC single crystals has proven the existence of one-dimensional anisotropic
electronic states along the b-axis.[19]LTA and LTC have been researched as potential water-splitting
materials
with the focus on various dopant–cocatalyst combinations as
well as the materials’ unique structure.[15,17,19−23] Solid solutions of LTA and LTC have been computationally
studied, but no comprehensive study of the surface energetics has
been performed so far.[24] This study aims
to present a high-level computational overview of the bulk and surface
electronic structure, with an emphasis on combining the surface energetics
and band alignment to explain the experimentally observed trends in
photocatalytic activity.
Computational Methodology
All calculations
were performed by using Vienna ab initio Simulation
Package (VASP), based on periodic density functional theory (DFT).[25−27] VASP recommended projector augmented wave (PAW) potentials were
used in the calculations. To choose the optimal k-point meshes and kinetic energy cutoff, the energy was converged
to <1 meV atom–1 by using the generalized gradient
approximation functional Perdew–Burke–Ernzerhof revised
for solids (PBEsol).[28] The plane wave energy
cutoffs of 450 and 500 eV were used for LTA and LTC, respectively.
The Brillouin zone for bulk materials was sampled by 1 × 5 ×
1 Γ-centered k-point mesh for geometry relaxations
and electronic band structures. The tetrahedron method with Blöchl
corrections and a denser 2 × 10 × 2 Γ-centered mesh
was employed to calculate the density of states due to a higher sensitivity
of calculations.The geometric structures were obtained from
the Inorganic Crystal
Structure Database (ICSD) and relaxed into the ground state by using
the PBEsol functional which has been shown to accurately calculate
lattice parameters for solid state semiconductors.[14] The structures were relaxed until the force on any of the
atoms did not exceed 0.01 eV Å–1. For calculation of bulk electronic properties, including accurate
assessments of the band gaps and alignments, exact exchange Hartree–Fock
and DFT methods were implemented with the use of the range-separated
hybrid functional Heyd–Scuseria–Ernzerhof (HSE06) and
PBE0 functional.[29−31]The surfaxe package was used to cleave the
surface slabs.[32] All zero-dipole symmetric
slabs up to a maximum
Miller index of two were considered in this study. The (001) surface
was added, and the (1–12) and (−211) surfaces replaced
the (112) and (211) surfaces as they were observed on selected area
electron diffraction (SAED) patterns by Iwase et al.[19,20] The pairs of positive and negative index surfaces were identical,
but the negative index slabs were included for consistency with experimentally
reported nomenclature. Slab calculations used the same energy cut
off as bulk, with k-point meshes derived from the
bulk, keeping the same reciprocal space spacing. Convergence testing
was done for slab and vacuum thickness with respect to surface energy
with convergence criterion of 0.02 J m–2. If a Miller index had multiple valid terminations, the one with
lowest energy and flat electrostatic potential in a vacuum was chosen
for further investigation.The positions of all atoms in slabs
were relaxed with PBEsol with
constraints on cell shape and volume by using the same convergence
criteria as for the bulk. Single-shot PBEsol calculations were done
on the relaxed surface slabs to obtain accurate energies. Based on
surface energies of the slabs and the bulk crystal structure, Wulff
constructions were drawn for the systems by using the Pymatgen Analysis
module.[33] Band alignment of LTA and LTC
surface slabs was also calculated by aligning the vacuum potential
from slabs to the bulk by using core levels from HSE06 single-shot
calculations on PBEsol relaxed structures.[34]
Results and Discussion
Bulk Calculations
The relaxed crystal
structures of
LTA and LTC viewed down the b-axis can be seen in Figure . The compounds have
isostructural centrosymmetric orthorhombic crystal structures with
offset origins. As described by Meignen et al., the complex quinary
crystal structure can be broken down into three components: rock-salt-like
MS4 tetrahedra, double chains of TiOS6– (x = 4, 5) corner-shared octahedra, and various fluorite-type LaOS segments.
The tetrahedral and octahedral units formed one-dimensional chains
in the b-direction, highlighted in Figure c.Geometric relaxation
of LTA and LTC was performed with PBEsol due to the size and complexity
of the 80-atom quinary system. The lattice parameters of both systems
(see Table ) have
decreased by <2% during the relaxation relative to the experimental
structures, which was in line with expected PBEsol performance. A
loss of symmetry below the threshold of 0.005 Å was observed
during the relaxation of LTC when the symmetrization of charge density
was not directly imposed in the calculation. The resulting P1 structure was 0.001 meV atom–1 lower
in energy compared to the Pnma structure that was
relaxed with the symmetry precision set at 1 × 10–5 Å. The difference in fractional coordinates of atoms
of the P1 and Pnma structures were
on the order of 1 × 10–5, well below the DFT
error margins (see the Supporting Information for structure files). Going forward, the P1 structure
was used for LTC as the lower energy structure.
Table 1
Lattice Parameters for LTA and LTC
as Calculated with PBEsol and the Percentage Deviation from Experimental
Values[14]
LTA
LTC
a/Å
19.38 (−1%)
19.26 (−0.8%)
b/Å
3.93 (−1.6%)
3.93 (−1.4%)
c/Å
18.10 (−1%)
17.97 (−0.8%)
α/deg
90
90
β/deg
90
90
γ/deg
90
90
The relaxation had no impact on the coordination of
the atoms in
the unit cell. The coordination environment was determined by examining
the structures using the longest bond length for each bond as reported
by Meignen et al.[14] The descriptions of
bonding environments held true for both LTA and LTC, as they are isostructural.
La exhibited three different environments, as seven-coordinate LaO3S4, eight-coordinate LaO3S5, and nine-coordinate LaO4S5. All Ti were in
octahedral environments as either TiO5S or TiO4S2, while Ag or Cu appeared in the MS4 tetrahedra.
All O atoms were four-coordinate whereas S were either five- or six-coordinate.The LTA and LTC electronic band structure and density of states
were evaluated by using three functionals: PBEsol, PBE0, and HSE06.
Spin–orbit coupling (SOC) was included at the PBEsol level
to assess the extent of effect SOC has on the electronic structure.
Band gaps for both systems are reported in Table . The LTA band gap was direct; however, both
direct and indirect gaps were observed for LTC. While the fundamental
band gap of LTC was indirect, direct transitions between valence band
maximum and conduction band minimum were available very close in energy.
The PBE0 band gaps included were obtained from a density of states
calculation as the lowest energy direct transition between valence
band maximum (VBM) and conduction band minimum (CBM).
Table 2
Band Gap Energies for Bulk LTA and
LTC Calculated with PBEsol, PBEsol with Spin–Orbit Coupling
(SOC), HSE06, and PBE0 Functionals Compared with Experimental Work
and Band Gaps Calculated with PBE[14,17,24] a
functional
LTA Eg/eV
LTC Eg/eV
PBEsol
1.51
1.261, 1.259†
PBEsol+SOC
1.49
1.25
HSE06
2.65
2.415, 2.413†
PBE0
3.38‡
3.15‡
experimental
2.17[14]
2.02,[14] 1.91[17]
PBE[24]
1.55
1.29
Experimental band gaps were obtained
by Kubelka–Munk UV–vis diffuse reflectance spectroscopy
on single crystals. Indirect band gaps denoted with †. Band
gaps calculated from density of states denoted with ‡.
Experimental band gaps were obtained
by Kubelka–Munk UV–vis diffuse reflectance spectroscopy
on single crystals. Indirect band gaps denoted with †. Band
gaps calculated from density of states denoted with ‡.Following the experimentally determined
trend, LTA had a consistently
larger band gap compared to LTC. The PBEsol band gaps of 1.51 eV
(LTA) and 1.26 eV (LTC) agreed well with the literature band
gaps of 1.55 and 1.29 eV calculated with PBE.[24] Both PBEsol and PBEsol+SOC calculated band gaps were narrower compared
to the experimental values due to the systematic underestimation of
band gaps for semiconductors by the functional. The inclusion of SOC
decreased the band gap by about 1%, to 1.49 and 1.25 eV for LTA and
LTC, respectively, so the SOC effects were not considered at higher
levels of theory. As PBE0 is best suited for wide gap semiconductors
and insulators, the functional overestimated the band gap by over
1 eV compared to experimental value. HSE06 best replicated
the literature values with band gaps of 2.65 eV for LTA and
2.415 eV for LTC. The band gap in LTA was direct, with VBM
and CBM both occurring at Γ. The indirect band gap observed
in LTC had placed the CBM between Γ and X at [0.00, 0.14, 0.00].
The CBM lay 0.002 eV lower in energy than Γ.The
electronic band structures of LTA (Figure b) and LTC (Figure d) exhibit similar features, which is expected
due to the isostructural lattice. The band topology around Γ,
where direct band gaps exist for both systems, was flat with the exception
of Γ → X direction which corresponded to the b-direction in real space. The curvature of the bands is
correlated to the unique one-dimensional TiOS6– and MS4 chains
seen in Figure c.
Figure 2
LTA (a)
density of states and (b) band structure. LTC (c) density
of states and (d) band structure as calculated with HSE06 functional
on a PBEsol relaxed structure. Plotted using sumo.[35]
LTA (a)
density of states and (b) band structure. LTC (c) density
of states and (d) band structure as calculated with HSE06 functional
on a PBEsol relaxed structure. Plotted using sumo.[35]The effective masses were calculated
by using parabolic fitting
of the band edges (see Table ). The curvature in the valence band around Γ led to
relatively low hole effective masses between Γ and X, Y, or Z. The hole effective mass
was the lowest in the Γ → X direction
at 0.392me in LTA and 0.410me in LTC. The lowest effective electron mass in LTC (CBM
→ X) was 0.47me, lower than the
comparable effective mass in LTA (1.14me Γ → X). This was a consequence of
the indirect band gap in LTC as the CBM fell just short of Γ
and thus allowed for the disperse part of the band to become available
for charge carrier movement. As mobility and charge carrier effective
mass are inversely proportional, the mobility was expected to be the
highest between Γ and X in both systems. High
predicted mobility in LTC is in line with experimental results, corroborating
the ease of charge carrier movement along the b-axis.
In LTA the electron mobility was predicted to be lower than in LTC
with effective electron mass of over 0.5me in the conduction band which could lead to lower photocatalytic
activity. On the basis of effective charge carrier masses, it is expected
that holes will diffuse to active sites on the surface of photocatalysts
effectively in both LTA and LTC, whereas electrons will diffuse more
effectively in LTC.
Table 3
LTA and LTC Effective
Charge Carrier
Masses Calculated by Parabolic Fitting of the Band Edges
effective hole mass/me
effective electron mass/me
LTC
0.39 Γ → X
1.14 Γ
→ X
1.34 Γ → Y
7.13 Γ
→ Y
1.22 Γ → Z
>10 Γ
→ Z
LTC
0.41 Γ → X
0.47 CBM → X
1.81 Γ → Y
1.85 CBM → Γ
1.79 Γ → Z
Like
the band structures, the density of states (DOS) of LTA (Figure a) and LTC (Figure c) were similar.
In terms of partial DOS, the conduction band composition was similar
to the presence of Ti(d), O(p), and La(d) orbitals. In LTA, the DOS
was composed of S(p), O(p), and Ag(d) orbitals between the VBM and
2 eV below the VBM. In LTC, S(p), Cu(d), and O(p) were present
over the same energy range, with Cu(d) proportion increasing significantly.The analysis of composition of band edges corroborated the findings
from previous qualitative studies. As expected, the composition of
CBM was similar between the systems, whereas the composition of VBM
differs. The CBM in both materials was composed mainly of Ti(d) orbitals,
87% in LTA and 86% in LTC. O(p) orbitals accounted for 9% and La(d)
for 5% of CBM in both systems. In the LTA VBM S(p) (66%) and Ag(d)
(20%) orbitals dominated, with 4% Ti(d) and O(p) presence each. Similarly,
the LTC VBM was also predominantly S(p) and Cu(d) in character, accounting
for 46% and 40%, respectively, with the remaining 14% split among
Ti(d), O(p), and Cu(p) orbitals. This quantified the literature observations
that Ag 4d orbitals were too low in energy to sufficiently hybridize
with S 3p orbitals in LTA while LTC Cu 3d and S 3p hybridize successfully.The band edges can be visualized by mapping the partial charge
density at a specific k-point and electronic band
to the structure of the material. Figure shows the (a) LTC and (b) LTC VBM in blue
and CBM in orange. As expected, the CBM is centered around the TiOS6– units,
in particular on the equatorial TiO4. The VBM in both materials
is centered around the MS4 (M = Ag, Cu) tetrahedra; however,
because of corner sharing of the MS4 and TiO4S2 units charge spills out via the S–Ti–S
and Ti–O–Ti axes onto the neighboring TiO4S2. This accounts for 14% of the charge density, most
of which is centered around Ti(p) and O(p) orbitals. One-dimensionality
in charge carrier transport was established in many experimental studies;
however, Suzuki et al. showed a similar overspill of charge density
onto TiOS6– in their highest occupied molecular orbital/lowest unoccupied
molecular orbital diagram.[17−20] The diffuseness of VBM charge density could explain
the performance of LTA and LTC as overall photocatalysts for water
splitting as charge carriers are not as confined to their one-dimensional
chains in the valence band. The CBM is firmly located on the equatorial
plane of TiOS6–, so easier spatial movement of photoelectrons could be expected.
Figure 3
Band edge
charge densities for (a) LTA and (b) LTC visualized with
VESTA.[36] Valence band maxima (blue) are
centered around the MS4 (M = Ag, Cu) tetrahedra in LTA
and LTC. Corner-sharing between MS4 and TiO4S2 leads to some charge density observed on the S–Ti–S
axis, mostly centered around S atoms. The greatest valence band maxima
charge density is on the S atom shared between MS4 and
TiO4S2. Conduction band minima (orange) are
centered on the Ti(d) and O(p) orbitals in the equatorial TiO4 of the TiOS6–. La = green, Ti = light blue, S = yellow, O = red,
Ag = silver, and Cu = dark blue.
Band edge
charge densities for (a) LTA and (b) LTC visualized with
VESTA.[36] Valence band maxima (blue) are
centered around the MS4 (M = Ag, Cu) tetrahedra in LTA
and LTC. Corner-sharing between MS4 and TiO4S2 leads to some charge density observed on the S–Ti–S
axis, mostly centered around S atoms. The greatest valence band maxima
charge density is on the S atom shared between MS4 and
TiO4S2. Conduction band minima (orange) are
centered on the Ti(d) and O(p) orbitals in the equatorial TiO4 of the TiOS6–. La = green, Ti = light blue, S = yellow, O = red,
Ag = silver, and Cu = dark blue.
Slab Construction and Relaxation
All surface slabs
considered in this study were symmetric and nonpolar. The former is
a consequence of the slab model assumption that the surfaces of the
slab are the same, whereas the latter ensures a low surface energy.
If a surface of an ionic crystal is charged, the existence of dipole
moment perpendicular to the surface will likely induce a polarizing
electric field which consequently results in a large surface energy.[37] Polar surfaces are also more likely to undergo
reconstruction which would add an additional degree of complexity
to already complex systems. For each of the bulk crystals, 142 surface
terminations were available in total; however, only 15 terminations
across all Miller indices satisfied the two requirements. No restrictions
were placed on the number or character of bonds broken in each cut
as none of the bonds in the systems were identified as strong covalent
bonds.Some exceptions were made to the symmetry requirement
as slabs inherit symmetry operations from the bulk structure. All
LTC slabs were only symmetric up to the threshold of 0.005 Å
because of the aforementioned loss of symmetry during the relaxation
of the bulk. Still, the symmetry tolerance was greater than the default
symmetry tolerance of Pymatgen modules that deal with slab creation
and analysis (0.1 Å). The (001) surface slabs were noncentrosymmetric
with horizontal mirror plane symmetry.The surface energy was
converged with respect to thickness of slabs
and vacuum. This was done to ensure the center of the slab is as bulk-like
as possible and that the surfaces do not interact with each other.
The vacuum thickness was chosen to be at minimum 30 Å
while the slab thickness varied between the Miller indices, but at
least two 80-atom layers were included in each slab. All slabs are
included in the Supporting Information.
For Miller indices with multiple zero dipole symmetric terminations,
the lowest energy surface slab with flat vacuum potential was chosen
for further investigation.The constructed slabs have bulk-like
surfaces with high excess
energy due to the formed dangling bonds so the surfaces must be relaxed.
All atoms were allowed to relax position, while simulation cell shape
and volume were kept consistent to allow comparison with the bulk
unit cell. Because of the large size of slabs with hundreds of atoms
included the PBEsol functional was used to relax the slabs. The behavior
of isostructural LTA and LTC slabs of the same Miller index during
the relaxation was similar. In general, the atoms on the surface displaced
by over 0.2 Å, with only minor changes to the position
of atoms in the center of the slab. Some changes in coordination environment
resulting from a relaxation were observed on the surface La atoms,
most commonly related to movement of S and O atoms around Ti-centered
octahedra or MS4 tetrahedra. In all but (001) and (100)
slabs, the cleavage cut through the M–S bond in MS4 so the MS3 formed flattened out to a trigonal-planar
structure during the relaxation. Two M–S bonds were cleaved
in surface formation in (102), (122), (201), (−211), and (212), where
during the relaxation the S–M–S angles widened to up
to 169°.More complexity in cleavage and relaxation was
observed on the
TiOS6– octahedra, in part due to the unusually long Ti–S bond and
multiple Ti coordination environments but also due to a greater number
of possible bond-breaking combinations. On most surfaces, the Ti atoms
with dangling bonds remain undercoordinated after the relaxation with
no changes to the coordination environment observed. On the (001)
surface only one Ti–S bond was broken in what should have been
a TiO4S2 unit. In (010) and (122) all four TiOS6– octahedra
were cleaved along the axial direction so all four had one equatorial
Ti–O bond missing. The (011) surface opened up four Ti-centered
octahedra, with two TiO4S2 missing one Ti–S
and one equatorial Ti–O bond each and two TiO5S
missing one equatorial Ti–O bond. While no Ti-based bonds were
broken when the (102) surface was created, the surfaces of (100) and
(101) only had one Ti–O dangling bond—in equatorial
and axial positions, respectively. Three different types of TiOS6– cleavage
occur on the (110) surface where equatorial Ti–O bonds were
left dangling; two TiO4S2 and one TiO5S were cut along the axis to cleave one bond each, and another TiO5S lost two bonds. Both surface TiO4S2 on the (201) had a dangling Ti–O bond, while one of the two
Ti also had a broken Ti–S bond, leaving it four-coordinate.Where the surface creation left Ti in a three-coordinate state,
regardless of which bonds remained intact, the surface reconstructed.
Generally, Ti-based reconstructions seem to correspond to Ti moving
down from the exposed surface into the material, while pushing the
bonded S up toward the surface. In addition to dangling Ti–S
and equatorial Ti–O bonds from TiO4S2 and TiO5S on the (1–12) surface that did not
change coordination environments during the relaxation, the three-coordinate
Ti and its neighboring two-coordinate M atom underwent a reconstruction
(see Figure ). This
resulted in a tetragonal TiO2S2 and a trigonal-planar
MS3 positioned perpendicular to the surface plane. The
M–S bond distance on another MS3 unit increased
to over 3.5 Å, effectively breaking the bond. The motion
of Ti and M atoms in the c-direction effectively
resulted in switched positions with Ti pushed down into the bulk and
M moved onto the surface. Similarly, on the (−211) surface
the TiO3S unit highlighted in Figure that was missing two equatorial and one
axial Ti–O bond formed a Ti–O bond with an O on the
neighboring La motif to remove on set of Ti-based dangling bonds.
The other undercoordinated TiOS6– remain in their coordination environments during
the relaxation.
Figure 4
(1–12) LTA (a) unrelaxed and
(b) relaxed surface.
Figure 5
(−211) LTA (a)
unrelaxed and (b) relaxed surface.
(1–12) LTA (a) unrelaxed and
(b) relaxed surface.(−211) LTA (a)
unrelaxed and (b) relaxed surface.Two different (212) surfaces were cleaved from LTA and LTC. The
LTC (212) surface cleaved three Cu–S bonds, an equatorial Ti–O
bond in a TiO4S2 and TiO5S, and two
equatorial Ti–O bonds in another two TiO4S2 and TiO5S. The latter two units also had one of the axial
bonds cleaved, Ti–S and Ti–O, respectively. The surface
did not undergo a reconstruction; however, during the relaxation a
Cu–S bond in one of the surface CuS4 increased so
the motif flattened to the trigonal-planar CuS3 configuration.More Ag–S, Ti–O, and Ti–S bonds were broken
in the formation of the LTA surface compared to LTC. Three Ti units
that did not reconstruct had one equatorial Ti–O dangling bond,
with one of them also missing a Ti–S bond. The S–Ti–S
bond angle in TiO2S2 highlighted in Figure decreased from 180°
to 118°, which resulted in neighboring AgS3 displacing
closer to the surface, breaking one of the Ag–S bonds and leaving
the Ag two-coordinate. The most notable observed reconstruction occurred
on the other highlighted TiO3 where a neighboring S atom
displaced to form a TiO3S tetrahedron that stuck out of
the surface. This caused the bond distance between the displaced S
and the Ag it was bonded to increase to over 3 Å, effectively
breaking the Ag–S bond. Lastly, the highlighted La atom displaced,
breaking a La–S bond but also creating two new stronger La–O
bonds.
Figure 6
(212) LTA (a) unrelaxed and (b) relaxed surface.
(212) LTA (a) unrelaxed and (b) relaxed surface.
Surface Energies and Wulff Constructions
PBEsol single-shot
calculations using Gaussian k-point smearing were
done on the relaxed systems to obtain accurate slab total energies.
Surface energies were then calculated by using the following equation:where Eslab is
the total energy of the slab, N is the number of
atoms in the slab, Ebulk is the bulk energy
per atom, and A is the base area of the slab. Surface
energies are sensitive to the bulk energy used in the calculation,
as there is a systematic discrepancy in the k-space
sampling between slab and bulk unit cells. While the use of bulk energy
derived from the linear fit of a number of slab total energies is
generally preferred, this approach was infeasible with LTA and LTC
due to the size of some of the slabs as the number of atoms increased
in lots of 80, 160, or even 320 atoms for each added layer.[38] Bulk energy used in calculation of surface energy
was derived from the total bulk energy of the conventional unit cell,
calculated with same level of theory and smearing parameters as the
slab total energy.Comparing the energies between the Miller
indices of the two materials, surface energies were similar and follow
the same ordering. Lower index surfaces generally had lower surface
energy as a result of fewer strong (Ti–O axial and equatorial,
M–S) bonds broken compared to their higher index counterparts.
The relaxation of the slab also played a role in the energetics on
the surface. While more bonds were broken on the (1–12) and (−211) surfaces
than on the (011), the reconstructions on the higher index surfaces
decreased surface energies. The difference in energies of the (212)
surfaces between LTA and LTC was relatively large at 0.25 J m–2, likely originating from different reconstructions
taking place on the surface.Wulff constructions of equilibrium
forms of LTA and LTC single
crystals were determined based on the surface energies, seen in Table , and bulk structures.
The proportions and shapes of facets on the crystals differ slightly
between LTA and LTC. Neither system displays the extent of anisotropy
described by Iwase et al., likely due to the experimental conditions
favoring elongation of crystals.[19,20] The surface
energy anisotropy, based on the coefficient of variation from weighted
surface energy, is 0.098 for LTA and 0.111 for LTC, making LTC ever
so slightly more anisotropic. Both materials are predicted to be more
anisotropic than 88% of the elemental crystals.[39]
Table 4
LTA and LTC Surface Energies as Calculated
with PBEsol on a PBEsol Relaxed Slab
surface
LTA γ/J m–2
LTC γ/J m–2
(001)
1.244
1.207
(010)
0.931
0.944
(011)
1.168
1.094
(100)
0.801
0.790
(101)
0.817
0.859
(102)
0.866
0.908
(110)
0.953
1.004
(1–12)
1.070
1.083
(122)
1.128
1.150
(201)
1.496
1.570
(−211)
1.064
1.096
(212)
1.193
1.372
LTA Wulff
shape seen in Figure a realized 7 of the 12 investigated Miller indices.
Surface energies of the omitted five were over 10% greater compared
to the remaining surfaces. Lower energy was not always directly correlated
to a larger percentage of the total area observed on the Wulff shape
for the facets as this additionally depends on competition with neighboring
nonorthogonal facets. In fact, the largest facet was not the lowest
energy one—the (101) facet covered 29% of the total area. The
remaining facets in descending order by percentage of total area they
cover were (100) and (102) with 18%, (110) with 14%, (1–12)
with 10%, (010) with 7%, and (−211) with 4%. Similarly to (100)
and (101), (1–12) and (−211) combined covered a much
greater surface area compared to (010) even though the surface energies
were greater by 0.139 and 0.133 J m–2, respectively.
Figure 7
Wulff constructions of (a) LTA and (b) LTC. The surfaces
are color-coded
where lighter shades represent lower surface energy and darker shades
represent higher surface energy.
Wulff constructions of (a) LTA and (b) LTC. The surfaces
are color-coded
where lighter shades represent lower surface energy and darker shades
represent higher surface energy.The LTC Wulff shape in Figure b was unsurprisingly similar to the LTA Wulff shape.
Seven of the studied surfaces appear on the construction—again,
surface energies of the missing surfaces were over 10% greater than
the highest energy surface present on the Wulff construction. The
(−211) surface energy was 0.02 J m–2 greater than the (011) surface energy, but as the combination of
(1–12) and (−211) surfaces led to an overall lower total
surface energy, the higher energy surface was realized regardless.
As in LTA, the (101) facet covering the greatest total area was not
the one with the lowest energy. The order of surfaces by the percentage
area covered was different though—the top three surfaces were
still (101), (100), and (102), covering 26%, 20%, and 18% of total
surface area, respectively. These are followed by (1–12) covering
14%, (010) with 11%, (110) with 6%, and last (−211) with 5%.
The correlation of lower energy to higher surface area was again disputed
here, as the surface energy of (1–12) was greater than of all
but the (−211) facet.The shape of the LTC Wulff construction
can be compared to molten-salt
flux grown crystallites reported by Iwase et al.[19,20] While the (010) end of the Wulff shape resembled the blunt ends
of crystallites well, the length of the predicted columnar particle
was very different. This was most likely due to the flux-mediated
method used in the experimental work favoring elongation of crystals
in the b-direction, something that cannot be accounted
for during the construction of the Wulff shape. The selected-area
electron diffraction (SAED) patterns from studies by Iwase et al.
correlate well with the results from this study. Only (001) and (201)
which appeared on one of the experimental patterns were absent from
theoretical Wulff shape proposed here—both were predicted to
have significantly higher surface energy compared to the other facets
on the Wulff shape.The calculation of the surface energies
assumes a dry environment
with no water medium present, which is obviously not the case in real-world
water-splitting photocatalysis. The surface energy equation (eq ) can be extended to include
solvation and adsorption effects; however, the computational cost
required to compute those is beyond the scope of this investigation.[40] Nevertheless, some conclusions may be drawn
from the literature. In general, a decrease in surface energy is observed
with an increase in hydration, with higher energy surfaces experiencing
a greater stabilizing effect upon adsorption.[41,42] For facets that are close in energy the relative ordering may change,
so in the case of LTA some reordering of the (100)–(101) and
(1–12)–(−211) surface pairs may be expected as
their respective surface energies are similar. Lastly, as the range
of surface energies is likely to decrease, the Wulff shape is expected
to become more isotropic.
Band Alignment
To assess whether
the material can reduce
and oxidize water, the material’s band edges must straddle
the redox potentials. In other words, the VBM must lie at a potential
lower than −5.76 eV whereas the CBM must lie higher
than −4.44 eV at pH = 7. To obtain the band alignment,
the energy of the system in relation to the vacuum needs to be calculated
to get the values of ionization potential (IP) and electron affinity
(EA). The method derived by Wei and Zunger was used to obtain these
values.[43] The IP relates the vacuum level
to the VBM of bulk, so this can be expanded into the following equations
by using bulk and slab core levels:where Evac is
the vacuum level, Ecore,slab is the core
level of an atom in the slab, EVBM,bulk is the bulk VBM, Ecore,bulk is the core
level of an atom in the bulk, and Eg,slab is the band gap of the slab. To ensure compatibility between bulk
and different slabs, the O atom in core level alignment was always
chosen from the same environment; this was the mid-slab O atom with
three bonded La atoms and one Ti atom. The vacuum level was obtained
from the plateau in the electrostatic potential of the slabs in the
vacuum region. For the band alignment of bulk, the (010) slab was
chosen to align the unrelaxed core state with the bulk core state
to get the bulk IP from eq , and bulk band gaps were used to obtain bulk EA from eq .As can be seen
in Figure a, all studied
LTA surfaces satisfied the thermodynamic requirement for hydrogen
evolution photocatalysis. The (010), (110), (1–12), and (−211)
surfaces accounting for 34% of the total Wulff area showed excellent
overpotential for hydrogen half-reaction with their CBM falling up
to 2 eV above the redox potential. Not all of the slabs can
kinetically support the catalysis as the band gaps are too narrow
to provide the sufficient overpotential. The (100) and (101) surfaces
fall into this category with band gaps of 1.69 and 1.21 eV, respectively.
The (100) and (1–12) could thermodynamically bring about the
oxygen half-reaction; however, as the VBM of surfaces were mere 0.1 eV
below the redox potential, the holes would not have sufficient energy
to oxidize water. All other surfaces had the VBM well within the redox
window, so oxygen evolution on LTA would not be feasible. This agrees
well with experimental reports where bare LTA performs poorly in a
one-step water-splitting scheme but well when employed in a Z-scheme
as the hydrogen evolution photocatalyst.[15,16]
Figure 8
Band
alignment of (a) LTA and (b) LTC as calculated with HSE06
on a PBEsol relaxed structure. The dashed lines represent the redox
potentials of water at pH = 0.
Band
alignment of (a) LTA and (b) LTC as calculated with HSE06
on a PBEsol relaxed structure. The dashed lines represent the redox
potentials of water at pH = 0.None of the LTC surfaces studied could thermodynamically and kinetically
photocatalyze the overall water splitting; however, all but (010)
have their VBM below the oxygen evolution half-potential (see Figure b). On the (010)
surface, CBM was appropriately positioned for hydrogen evolution with
sufficient overpotential; however, the VBM sat at −5.63 eV
so overall splitting was not achievable. Similarly, the CBM in (110)
and (−211) surfaces allowed for effective hydrogen evolution,
but the overpotential on the VBM was inadequate to satisfy the kinetic
requirement of photocatalysis. The overpotential for oxygen evolution
was suitable for (100) and (101) which account for 47% of the total
Wulff shape area. In the case of the (100) surface, CBM directly coincided
with the hydrogen half-reaction potential, while the band gap of the
largest facet was too narrow for the surface to straddle the redox
potential with VBM at −5.07 eV.The (102) surface
appeared to be an outlier in both systems and
was excluded from discussion so far. The VBM positions seemed in line
with other surfaces, but both exhibit minuscule HSE06 calculated band
gaps of −0.05 eV for LTA and 0.38 eV for LTC.
The band gaps remained constant between PBEsol relaxation and the
HSE06 single-shot calculation used to obtain energy values for the
band alignment which was most unusual as PBEsol band gaps are systematically
underestimated and increase significantly after a hybrid functional
is applied.Surface band gaps calculated for band alignment
can aid in the
explanation of the apparent overestimation of bulk HSE06 band gaps
compared to experimental data. Generally, the surface band gaps were
smaller than the calculated bulk band gap for the material. Accounting
for the relative sizes of surfaces and their respective estimated
band gaps, the surface-averaged band gap lowers to 1.68 eV
for LTA and 1.51 eV for LTC, with the (102) surfaces excluded
from the calculation. As these band gaps clearly underestimate the
experimental bulk band gaps, it is possible a combination of effects
can explain the disparity—the surfaces may have influenced
the experimental band gaps, but also the computational band gaps may
differ as they are calculated in athermal conditions.Some conclusions
based on the combination of Wulff shapes and band
alignments can be drawn. The surfaces best suited for hydrogen production
were in both materials at the flat ends of columnar particles, while
the band gaps of the side facets were too narrow to provide enough
driving force for the half-reactions to occur. The efficiency of water
splitting could be maximized by focusing synthesis on methods that
favor formation of end surfaces, rather than elongating the crystallites
in the b-direction. Additionally, the band alignments
provided here could help with the choice of cocatalysts tested in
the future to maximize the potential for water splitting.However,
like with surface energies, the band alignments calculated
here assume the surfaces are in a vacuum rather than in aqueous solution.
It has been experimentally shown that solvation affects the position
of band edges with respect to H+/H2 potential,
so that the band alignment reflects the intrinsic nature of semiconductors.[44] Because of the electron transfer between water
and the semiconductor, a downward shift of band edges is expected
for p-type semiconductors, while n-type semiconductors exhibit an
upward shift. Considering LTC has been successfully doped with Mg
and Sc, indicating n-type behavior, an upward shift of the band edges
may be expected.[23,45]Quantifying the shift by
using solvation calculations would be
prohibitively expensive for these quinary systems, but some conclusions
may be drawn from the literature. In a study comparing experimental
work with theoretical models, Stevanović et al. demonstrated
that an upward shift of 0.5 eV is reasonable when pH is equal
to the point of zero charge, on a number of metal oxides.[44] Experimental data also show an upward shift
for TiO2, Ta2O5 (0.14–0.64
eV), and WO3(2 eV) at pH = 1.[44] Thus, it can be argued that an overall upward shift of
anywhere between 0.2 and 0.6 eV could be expected, increasing the
overpotential for hydrogen evolution reaction and so making both LTA
and LTC good hydrogen-evolution photocatalysts. However, the calculated
band gap of the bulk system was overestimated compared to the experimental
values, so it is also possible that the valence band is actually slightly
lower in energy and as such counterbalancing the environment-driven
band alignment shift.
Conclusion
The electronic structure
of bulk LTA and LTC was analyzed by hybrid
DFT methods. The bulk band gap and charge carrier effective masses
were found to be appropriate for photocatalytic water splitting in
LTC, while the electron effective mass was too high for effective
hydrogen evolution in LTA. For each material, surfaces up to a maximum
Miller index of 2 were cleaved from the bulk and fully relaxed. All
calculated surface energies were small, in the range of 0.8–1.5
J m–2, and Wulff reconstructions comprised seven
of the surfaces for both systems. Good agreement was found between
experimentally realized single crystals and the Wulff shapes predicted
in this study.In terms of band alignment, the study confirmed
experimentally
observed trends. Combining Wulff shapes with band alignments, only
30% of LTC surface area can participate in hydrogen evolution reactions
with sufficient overpotential but 72% can catalyze oxygen evolution
reaction. LTA on average exhibited larger band gaps which led to appropriate
positioning of the conduction band for photocatalytic hydrogen production—the
entire surface area of LTA Wulff shape could promote thermodynamic
hydrogen evolution. As the valence bands were too high in energy in
LTA, neither of the materials were appropriate for one-step overall
photocatalytic water splitting. However, with some band structure
fine-tuning or choice of appropriate cocatalyst loading both LTA and
LTC could be employed in Z-scheme photocatalytic water splitting.
Authors: David O Scanlon; Charles W Dunnill; John Buckeridge; Stephen A Shevlin; Andrew J Logsdail; Scott M Woodley; C Richard A Catlow; Michael J Powell; Robert G Palgrave; Ivan P Parkin; Graeme W Watson; Thomas W Keal; Paul Sherwood; Aron Walsh; Alexey A Sokol Journal: Nat Mater Date: 2013-07-07 Impact factor: 43.841
Authors: John P Perdew; Adrienn Ruzsinszky; Gábor I Csonka; Oleg A Vydrov; Gustavo E Scuseria; Lucian A Constantin; Xiaolan Zhou; Kieron Burke Journal: Phys Rev Lett Date: 2008-04-04 Impact factor: 9.161
Authors: Christian Dette; Miguel A Pérez-Osorio; Christopher S Kley; Paul Punke; Christopher E Patrick; Peter Jacobson; Feliciano Giustino; Soon Jung Jung; Klaus Kern Journal: Nano Lett Date: 2014-10-02 Impact factor: 11.189
Authors: Richard Tran; Zihan Xu; Balachandran Radhakrishnan; Donald Winston; Wenhao Sun; Kristin A Persson; Shyue Ping Ong Journal: Sci Data Date: 2016-09-13 Impact factor: 6.444