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Strain-Induced Topological Insulator in Methyl-Decorated SiGe Films Tamiru Teshome, and Ayan Datta J. Phys. Chem. C, Just Accepted Manuscript • DOI: 10.1021/acs.jpcc.8b08485 • Publication Date (Web): 08 Oct 2018 Downloaded from http://pubs.acs.org on October 13, 2018
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The Journal of Physical Chemistry
Strain-Induced Topological Insulator in Methyl-Decorated SiGe Films Tamiru Teshome and Ayan Datta* School of Chemical Sciences, Indian Association for the Cultivation of Science, 2A, and 2B Raja S. C. Mullick Road, Jadavpur, Kolkata 700032, West Bengal, India. Email:
[email protected] ABSTRACT: Since the discovery of topological insulators (TIs), there has been much research into prediction and experimentally discovering distinct classes of these materials, in which the bulk insulating but helical edge states are conducting in the absence of magnetic field. Herein, using first principle calculations along with tight-binding model, methyl decorated SiGe film is shown to undergo a topological phase transition under external tensile strain. The band gap can be tuned by the tensile strain, and at critical strain (ε = 8 %) at ᴦ-point opens a gap Eg = 0.35 eV due to band inversion. The nonzero topological invariant and helical edge states are further confirmed by topological invariant, Z2 = 1, for stretched SiGeCH3. Thus, a large energy gap induced by SOC and tensile strain indicates that methyl-decorated SiGe film is quite promising to design 2D TIs materials for practical application. Moreover, for design and fabrication of topological electronic devices, we propose a bilayer of h-BN as suitable substrate for supporting SiGeCH3 film without perturbing the nontrivial topology.
toxicity and incompatibility with silicon-based devices.
Introduction Topological insulators (TIs), have emerged as a new
Several graphene analogs of other carbon family
quantum state of matter, known as QSH insulators for
elements have a nontrivial topological phase, such as
which though the bulk has an insulating state yet it has
honeycomb lattices of silicene and germanene7, stanene8
conducting edge states which are topologically protected
and plumbene9 exhibit topological phase transition from
due to time-reversal symmetry (TRS) and spin-orbit
normal insulators (NIs) to TIs due to SOC and external
In 2005 Kane and Mele
pressure. Though silicene in native structure has been
proposed a new topological insulator state theoretically
synthesized,10-12 but it strongly interacts with the
based on calculations on graphene.3 Unfortunately, the
substrate. However, till now, no free-standing silicene
coupling (SOC)
interaction.1,2
SOC gap in graphene is very small
(~10-3
meV), which
have been synthesized experimentally, and its QSH
limits its observation experimentally. However, TIs have
insulator might be observed only at low temperature.13
been experimentally demonstrated in HgTe/CdTe4 and
To design 2D TIs for practical application in electronic
InAs/GaSb5 quantum wells at a very low temperature
device, two key points are essential: (1) the materials
(below 10 K) limited by their small band gap. Recently,
must have sizable large bulk gap to realize TI at room
bismuthene grown on a substrate-support of SiC for QSH
temperature, and (2) they must be compatible with the
at a high-temperature has been experimentally achieved
current silicon-based electronic technology device.
Unfortunately, the HgTe-
Closely related to silicon in terms of compatibility, the
CdTe quantum well and their predicted analogues have
search of 2D TIs has been extended to hydrogenated,
serious limitation including difficulty of fabrication,
halogenated and methyl-decorated of germanene, stanene
with a band gap of 0.8
eV.6
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and plumbene which have been explored for nontrivial
applied in SCF for the calculation electronic
topological insulators with sizable energies gaps induced
properties. Additionally, the Hybrid Heyd-Scuseria-
by SOC. On other hand, a trivial to nontrivial phase
Ernzerhof (HSE06)28 functional is used to obtained
transition can be achieved by chemical doping or
more realistic estimate of the band gap. Phonon
alloying the
composition.14-16
Strain modification can
calculations is performed by using the PHONOPY29
also render in a TIs phase without any doping.17-21
code combined with density functional perturbation
Hence,
strain
theory (DFPT) method in VASP. Wannier Charge
circumvents the difficulty of unwanted inhomogeneity of
Center (WCC) were obtained from the WANNIER90
doping and defects.
package.30
physical
tuning
like
pressure
or
The
topological
invariant,
Z2
was
computed using the Z2pack. Chemical functionalization of monolayers is an effective channel to modify the electronic and topology of the 2D
Results and Discussion
materials. For example, GeCH3 and SnCH3 were
SiGeCH3 has a hexagonal structure with buckling where
Hence,
Si and Ge atoms are sandwiched between two sheets of
a NIs to TIs under strain can be interesting in 2D
CH3 groups. There are one Si, one Ge atom and two CH3
materials system for quantum devices. Furthermore, the
on alternating sides forming a rhombohedral unit cell as
stability of the material can also be modified by the
represented by the shaded region and dotted line as
removal of surface activity. Motivated by this point, we
shown in Fig. 1(a). The optimized structure has buckling
suggest methyl decorated SiGe film to be excellent
height (h), Si-Ge bond length (d), lattice constant and
candidates to achieve QSH insulator.
bond angle (θ) as 0.79 Å, 2.41 Å, 3.91 Å and 109.68˚,
predicted to produce a nontrivial TIs ε = 12
%.8,22
respectively. The bond angle is larger than the free standing of 2D SiGe monolayer.20Such significantly
Computational Details In this article, the first principle calculations were
buckled structure can result in higher tolerance towards
implemented by using the Vienna ab initio simulation
tensile strain modification and better stretching of 2D
package (VASP).23The projector-augmented-wave
material. Therefore, we utilize tensile strain as one of the
(PAW)24 potential, Perdew-Burke-Ernzerhof (PBE)
strategies to tune the electronic properties of chemical
exchange-correlation
functional.25,26
To avoid the
decorated 2D SiGe film. The variation of buckling
interaction between periodic images a vacuum space
height, Si-Ge bond length, buckling angle are defined as
to be set 25 Å. The kinetic-energy cutoff plane-wave
Δh = (h-ho)ho, Δl = (l-lo)lo and Δθ = (θ-θo)θo, respectively
expansion is set 500 eV. All the atoms in the unit
where h, l and θ are geometry parameters in strained
cell are fully relaxed until the forces on each atom is
SiGeCH3 monolayer as presented in Fig. 1(b). The bond
less than 0.001 eV/Å. Furthermore, the Brillouin
length and bond angle increase with higher tensile strain.
zone (BZ) was sampled by using 15 × 15 × 1
In contrast, increase in strain decreases the buckling
Gamma-centered
Tensile
height. Therefore, when a tensile strain is induced, Si-Ge
strained was expressed as 𝜀 = ∆𝑎/𝑎𝑜, where 𝑎𝑜 is the
bond is stretched and the lattices parameters are relaxed
equilibrium lattice and ∆𝑎 + 𝑎𝑜 is the strained
accordingly as shown in Table S1.
Monkhorst-Pack
grid.
modified lattice. The spin-orbital coupling27 were
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The Journal of Physical Chemistry
Figure 1: (a) Top and side views of a SiGeCH3 monolayer. The blue, pink, yellow and cyan balls denote Si, Ge, C and H atoms, respectively. The shaded region represents the unit-cell of SiGeCH3 monolayer. (b) Variation of buckling height (Å), Si-Ge bond length (Å), lattice parameter (Å), and angle (degrees), as a function of strain and (c) Phonon dispersion. The stability is estimated as the formation energy per unit cell, which can be evaluated as the following
The energies of the bands can be tuned by lowering the
expression
crystals symmetry for example by applying external
Ef = ESiGeCH3 ― [ESiGe + [2ECH3/CH3]]
strain to the lattice.8,17-22 The direct band gap at
Where ESiGeCH3the total energy of SiGeCH3 is film,
equilibrium structure obtained without the inclusion of
whereas 𝐸𝑆𝑖𝐺𝑒 and 𝐸𝐶𝐻3 is energies of SiGe monolayer
SOC is 1.40 eV (1.43 eV with SOC) as shown in Fig.
and chemical potential of CH3, respectively. The binding
2(a,e).
energy is -3.4 eV per unit cell, which are larger than
underestimates
those of the formation energy of GaBiCl2 (-2.90 eV)31
performed at the hybrid HSE06 functional resulting a
and TlSb(CH3)2 (-3.08 eV).32 Further the dynamical
band gap = 1.52 eV (Fig. S4). The valance band
stability of the SiGeCH3 was calculated by phonon
maximum (VBM) of SiGeCH3 is contributed by 𝑝𝑥,𝑦
spectra as shown in Fig. 1(c). The phonon spectra,
orbitals and the conduction band minimum (CBM) is
indicates absence of any imaginary frequency mode
mainly composed of s and 𝑝𝑧 orbitals as illustrated in Fig.
which confirms the dynamical stability of the material.
S1(a-c). The normal order of s and p orbitals suggests no
Considering
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the
that band
the gap,
PBE
functional
calculations
were
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band inversion in the equilibrium (unstrained) of
shifts upwards leading to semi-metal at ε = 8 % without
SiGeCH3 film and even up to ε = 8 % without SOC as
SOC and hence, non-existence of the band inversion as
shown in Fig. S2(a-c). Furthermore, we have studied the
presented in Fig. 2(d) with the appearance of a Dirac
electronic structure and evolutions of band energies
cone like show at ᴦ-point (blue shaded area). The shifting
under tensile strain effect as shown in Fig. 2(a-d) in the
of CBM and VBM at ᴦ-point suggests that the SiGeCH3
absence of SOC interaction. For this, the tensile strain
turns into a semi-metal. As the tensile strain is increased
was applied by fixing the lattice parameter to series of
further, a band inversion (“m”-shape) occurs at ᴦ-point in
value longer than that of unstrained (equilibrium) state
presence of SOC and a non-trivial band gap is obtained,
and subsequently optimizing the atomic coordinate only.
Eg = 0.35 eV. Therefore, with the presence of SOC and ε
The variation of Si-Ge bond length, buckling height, and
= 8 %, one observes a phase transition for a NI to TI as
buckling angle as the function of strain is shown in Fig.
shown in Fig. 2(h). Under strain less than 8 %, the s and
1(b). Strain can be effectively tune the band inversion of
pz orbitals are typically present above px,y orbital in terms
s-p states and hence leads to topological phase transition
of energy as shown in Fig. S2(a). Furthermore, the Dirac
from normal insulator to nontrivial topology. As a result
cone like appears at the ᴦ-point when the strain is applied
of tensile strain effect, the CB progressively shifts
8 % without SOC as shown that in Fig. 2(d).
downward to the Fermi level. On the other hand, the VB
Figure 2: The band structures calculated without SOC for SiGeCH3 monolayer (a) ε = 0 %, (b) ε = 4 %, (c) ε = 6 % and (d) ε = 8 %. The band structures induced with SOC for SiGeCH3 monolayer (e) ε = 0 %, (f) ε = 4 %, (g) ε = 6 % and (h) ε = 8 %. The shaded regions shown in (d) represents the Dirac cone at ᴦ-point and (h) shows the band-gap opening at the Dirac cone like due to SOC interaction (band inversion zoomed-in view).
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The Journal of Physical Chemistry
The band gap can be tuned by tensile strain as shown in
― 14.684 eV, εpSi = ― 8.081 eV, εsGe = ― 15.052 eV,
Fig. 3(a), which opens the Dirac cone like through SOC.
and εpGe = ― 7.815 eV.33 The values for SiGeCH3 are
The orbital contribution of Si and Ge atoms, which
Vssσ = ―1.868 eV, Vspσ = 2.455 eV, Vppσ = 4.322 eV
contribute major in the vicinity of ᴦ-point are shown in
and Vppπ = ― 1.081 eV, respectively. Furthermore, the
Fig. S1(a-c). In the absence of SOC, the conduction band
Si-Ge bond length changes only slightly at small strain.
minimum (CBM) consists of spz orbitals, whereas the
We started from the semiconductor with a direct band
valance band maximum (VBM) has px,y a character
gap of 1.4 eV without SOC which can be fitted by the
dominating in Fermi level as presented in Fig. S2(a-c).
TB Hamiltonian as shown in Fig. 3(b) and at critical
Upon inclusion of SOC, the degeneracy of conduction
strain (8 %) without SOC the TB also agrees with the
and valence bands get lifted resulting in a gap Eg = 0.35
PBE value well as presented in Fig. 3(c).
eV at the ᴦ-point for ε = 8 % (Fig. S3).
As the
buckling height decreased the order of the VB become inverted at ᴦ-point due to interchange of spz and px,y
To illustrate the mechanism of the band inversion, we introduce a tight-binding model of 𝑠, 𝑝𝑥,
orbitals character (Fig. S3). Hence, SiGeCH3 is
𝑝𝑦 and 𝑝𝑧
transformed from normal insulator into topological
atomic orbitals. The effective Hamiltonian is taken as: HTB =
∑
εαi cαi + cαi
i,α
+
∑
α+ tαβ ij (ci
cβj
insulator due to SOC induced into the TB Hamiltonian as shown in Fig. 3(d). The nontrivial phase transition in
+ h.c.)
〈i, j〉,α,β
SiGeCH3 film is confirmed by calculating the topological
Here, 𝜀𝛼𝑖, 𝑐𝛼𝑖 + and 𝑐𝛼𝑖 represent the on-site energy,
invariant, Z2 index based on the U(2N) non-Abelian
creation, and annihilation operators of an electron at the
Berry connection proposed by Rui Yu and co-worker.34
𝑡𝛼𝛽 𝑖𝑗
Each of the nth occupied bands is indexed by |𝑛, 𝑘𝑥, 𝑘𝑦〉,
α-orbital of the i-th atom, respectively. The
parameter is the nearest-neighbor hopping energy of an
and square matrix 𝐹( 𝑘𝑥, 𝑘𝑦) containing overlap integers
electron between α-orbital of i-th atom and β-orbital of j-
defined as
th atom for α, β ∈ (𝑠, 𝑝𝑥, 𝑝𝑦, 𝑝𝑧), which can be
[F(kx, ky)]m,n = 〈m, kx, i, ky|kx, i + 1, ky〉
performed by fitting the DFT results as shown in Fig. 3
Then the complex unitary square matrix can be solved
(b, c and d). According to tight-binding theory, the
as:
hopping energies can be represented as:
Nx ― 1
tss ij = VSSσ x tsp ij
D(ky) =
∏ F(j∆k , k ). x
y
j=0
= Vspσ cosθ
y tsp ij = Vspσ cosφ
In which ∆kx =
2Π Nxa
represents the discrete spacing of 𝑁𝑥
tpijxpx = Vppσ cos2θ + Vppπ sin2θ
points along kx direction. D(ky) is a 2N × 2N matrix
tpijypy = Vppσ cos2φ + Vppπ sin2φ
which has 2N eigenvalues:
tpijxpy = (Vppσ ― Vppπ)cosθ cosφ
D(
)
λDm(ky) = |λDm|eiθm ky , m = 1, 2…, 2N,
Where θ and 𝜑 are the angles of the vector pointing from
where 𝜃𝐷𝑚(𝑘𝑦) is the phase of the eigenvalues
i-th atom to j-th atom with respect to x and y axes. The on-site energies of s and p orbitals are set as εsSi =
θDm(ky) = Im[logλDm(ky)]
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Figure 3: (a) The variation of band gap as the function of strain without and with SOC effect. For strain less than 8% without and with SOC are NIs (Cyan color region), ε ≥ 8% with SOC are TIs (yellow color region) and ε ≥ 8 % without SOC are semi-metal materials (pink region). The TB calculations are performed by fitting the DFT bands for (b) at equilibrium state, (c) 8 % strain induced without and (d) with SOC. The TB model data are shown in red dotted line, blue color refers to DFT-PBE (b, c, and d) and the green dotted line shows hybrid HSE06 functional calculations. The tight-binding model based on the Wannier functions
Additionally, to observe the topological nature of
(WFs) correctly reproduces the density functional theory
SiGeCH3 at ε = 8 % induced with SOC interaction, one
band structure and simulates the ARPES with the
needs to also show the existence of edge states protected
calculated surface density of states. The Z2 topological
by TRS, which is an important characteristic of 2D-TIs
invariant is related by counting the number of crossing
material. To achieve the edge state, we have calculated
between any arbitrary horizontal reference line and
the band structure of the ribbon utilizing the Green's
evaluation of θ mod 2π, where the odd and even numbers
function method with the TB models from VASP and
denoted Z2 = 1 and 0 nontrivial and trivial topological
wannier90 package based MLWFs. The edge states
phase, respectively. Figure 4(a) shows that the WCC for
perfectly connect the conduction band and valence band
an effective 1D system with fixed ky in the subspace of
with helical edge states located inside the bulk gap as
occupied bands for the time-reversal plane of SiGeCH3 at
shown in Fig. 4(b). The counter propagating helical edge
ε = 8 % with SOC resulting in a nontrivial topological
states spin up and spin down exhibit polarization edge
invariant Z2 = 1, thereby achieved its 2D-TI.
spectral function as presented in Fig. 4(c).
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The Journal of Physical Chemistry
Figure 4: (a) The Wilson loop (wannier charge center) calculated along ky for SiGeCH3 monolayer at 8 % tensile strain yield Z2 = 1, (b) topologically protected conductivity edge states and (c) helical edge spin polarization at 8 % strain with the inclusion of SOC effect. Interestingly, we recognize that the spin-momenta of
SiGeCH3/h-BN heterostructure and its components are
those Dirac-type edge states are locked at the ᴦ-point
further calculated as
within the bulk gap thereby confirming the existence of
Δρ(z) =
nontrivial topology leading to absolutely polarized
where ρT(x,y,z) , ρSiGe(x,y,z) and ρBN(x,y,z) are the total
conductive channels.
∫ρ (x,y,z)dxdy ― ∫ρ T
SiGe(x,y,z)dxdy
―
∫ρ
BN(x,y,z)dxdy
charge density of SiGeCH3/h-BN, SiGe and h-BN
To have practical application, it is highly desirable to
monolayer, respectively. The charge density difference
experimentally realize a substrate to support 2D films.
of SiGeCH3 monolayer also calculated as shown in Fig.
We have chosen bilayer of hexagonal boron nitride (h-
S5. Recently, few of 2D materials have been successfully
BN) as shown in Fig. 5(a), which has been extensively
grown on different substrates such as bismuthene6,
used as a substrate to grow thin films,35 with large band
plumbene,9 germanene and stanene bilayer,7 SiGe,20
gap36-38 and a good dielectric constant for the epitaxial
arsenene,39 β-BiAs21 and Bi monolayer.40 Clearly, the 2D
growth for SiGeCH3 film. A lattice mismatch of 0.031 Å
SiGeCH3/h-BN heterostructure is robust nontrivial
and an interlayer distance = 4.12 Å, results in stable van
topology for which the band inversion is not perturbed
der Waals (vdW) heterostructure. The weak dispersion
by substrate.
interactions results in a binding energy of -0.022 eV per unit cell. It is important to note that the heterostructure of
Since the discovery of TIs, both in prediction and
2D SiGeCH3/h-BN without and with SOC at strain 8 %
experimental there have been plethora of reports on the
the band structures remains unperturbed as presented in
different classes of these materials. Yet, most of the
Fig. 5(c and d), respectively. Bader charge analysis
topological insulators predicted materials are having
confirmed no charge transfer between SiGeCH3 and h-
heavy atoms (strong SOC interactions) such as, Hg, Sb,
BN, as shown in Fig. 5(b). The charges are localized on
Sn, Pb, Te and Bi, which have limitation of toxicity and incompatibility with the current silicon-based electronic
the 𝑠𝑝𝑧 and 𝑝𝑥,𝑦 orbitals of the Si and Ge near the Fermi
technology device.
level. The integral charge density differences between
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Figure 5: (a) Top and side views of epitaxial growth of SiGeCH3 of nontrivial topology on bilayer of h-BN substrate, (b) charge density difference top and side view, (c) Electronic band structure without and (c) with SOC at 8 % strain. Although, there has been much research into predicting in
Wilson loop method and recursive Green’s function
some light elements but their bulk gaps are very small,
calculations also reveal a single pair of topologically
induced by weak SOC interaction, including graphene,3
protected
(~10-3 meV), for few-layered black phosphorus (5 meV),41
propagating oppositely spin polarized edge channels in
helical
edge
states,
indicating
counter
silicene (1.55-2.9
SiGeCH3 nanoribbon. The large band gap induced by
meV),7 and Arsenene Oxide (Eg = 232meV).42 In
SOC and tensile strain indicates that methyl-decorated
comparison, our result showed that 2D SiGeCH3 has a
SiGe film is quite promising 2D TIs materials. For
sizable large nontrivial topological gap = 0.35 eV. Thus,
practical applications, h-BN serves as a candidate
predicted nontrivial topological gapless edge states consist
substrate for supporting SiGeCH3 film without altering its
of counter propagating oppositely spin polarized. It has
nontrivial topology.
germanene (Eg = 23.9-108
meV),7
great potential application for spintronic device as well as building blocks for new more exotic states like Majorana
ASSOCIATED CONTENT
Fermions.
Supporting Information Orbital contribution in the band structures at ε = 0 %, ε =
Conclusion
8 % without and with SOC, partial charges of CBM and
In summary, based on the first-principles calculations, SiGeCH3 film is a 2D-TIs with sizable large energy gap of 0.35 eV. By chemical functionalization of SiGe film, it undergoes a topological phase transition under external tensile strain. The nontrivial topological insulator is characterized by topological invariant, Z2 = 1 using
VBM, band structures at equilibrium structure for PBE, HSE06 and TB (wannier90) calculations and charge density difference of SiGeCH3 monolayer. AUTHOR INFORMATION Corresponding Author E-mail:
[email protected]. Tel.: +91-33-24734971.
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Notes The authors declare no competing financial interest. ACKNOWLEDGEMENT We acknowledge The World Academy of Sciences (TWAS) - Indian Association for the Cultivation of Science (IACS) (FR number: 3240280472) financial support and AD thanks, DST, TATA Steel and BRNS for partial funding. TT is thankful to Addis Ababa Science and Technology University (AASTU) for financial assistance. References (1) Fu, L.; Kane, C. L. Topological Insulators with Inversion Symmetry. Phys. Rev. B 2007, 76, 045302. (2) Fu, L.; Kane, C. L.; Mele, E. J. Topological Insulators in three Dimensions. Phys. Rev. Lett. 2007, 98, 106803-106807. (3) Kane, C. L.; Mele, E. J. Quantum Spin Hall Effect in Graphene. Phys. Rev. Lett. 2005, 95, 226801-4. (4) Bernevig, B. A.; Hughes, T. L.; Zhang, S.-C. Quantum spin Hall Effect and Topological Phase Transition in HgTe Quantum Wells. Science 2006, 314, 1757-1761. (5) Knez, I.; Du, R.-R.; Sullivan, G. Evidence for Helical Edge modes in Inverted InAs/GaSb Quantum Wells. Phys. Rev. Lett. 2011, 107, 136603-5. (6) Reis, F.; Li, G.; Dudy, L.; Bauernfeind, M.; Glass, S.; Hanke, W.; Thomale, R.; Schäfer, J.; Claessen, R. Bismuthene on a SiC Substrate: A candidate for a High-Temperature Quantum Spin Hall Material. Science 2017, 357, 287-290. (7) Liu, C.-C.; Feng, W.; Yao, Y. Quantum Spin Hall Effect in Silicene and twoDimensional Germanium. Phys. Rev. Lett. 2011, 107, 076802-4. (8) Wang, D.; Chen, L.; Liu, H.; Shi, C.; Wang, X.; Cui, G.; Zhang, P.; Chen, Y. Strain Induced Band Inversion and Topological Phase Transition in Methyl-Decorated Stanene Film. Sci. Rep. 2017, 7, 17089. (9) Zhao, H.; Zhang, C.-w.; Ji, W.-x.; Zhang, R.-w.; Li, S.-s.; Yan, S.-s.; Zhang, B.-m.; Li, P.; Wang, P.-j. Unexpected Giant-Gap Quantum Spin Hall Insulator in Chemically Decorated Plumbene Monolayer. Sci. Rep. 2016, 6, 20152. (10) Vogt, P.; De Padova, P.; Quaresima, C.; Avila, J.; Frantzeskakis, E.; Asensio, M. C.; Resta, A.; Ealet, B.; Le Lay, G. Silicene: Compelling Experimental Evidence for Graphene like twoDimensional Silicon. Phys. Rev. Lett. 2012, 108, 1555015.
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Dr. Ayan Datta is currently a Professor in the School of Chemical Sciences in Indian Association for the Cultivation of Science (IACS), Kolkata, India. He obtained his PhD from JNCASR-Bangalore in 2007 and worked as a Postdoctoral fellow in University of North Texas (UNT). His research interests span over computational study in molecules and materials and studying emerging properties under strong and weak perturbations in nature using relevant models and methods at various length and time-scales. The group has studied systems like silicene, phosphorene, non-statistical dynamics in organic molecular reactivity, homogeneous and heterogeneous catalysis, singlet fission in organic chromophores and dynamics and structures of unnatural DNA bases. Though computational methods are evolving and improving, we do realize that quantitative assessments are model dependent. So, our primary goal is to provide a qualitative and predictable understanding for experiments. Hence, most importantly, to gain a qualitative picture, we are always eager to work very closely with experimentalists to refine, reframe and even refute existing models in chemistry.
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