Keijiro Toda1, Yoshihiro Hirose2, Emiko Kazuma3,4, Yousoo Kim3, Tetsuya Taketsugu5,6,7, Takeshi Iwasa4,5,6,7. 1. Graduate School of Chemical Sciences and Engineering, Hokkaido University, Sapporo 060-0810, Japan. 2. School of Interdisciplinary Mathematical Science, Meiji University, 4-21-1 Nakano, Nakano-ku, Tokyo 164-8525, Japan. 3. Surface and Interface Science Laboratory, RIKEN, 2-1 Hirosawa, Wako, Saitama 351-0198, Japan. 4. JST PRESTO, 4-1-8 Honcho, Kawaguchi, Saitama 332-0012, Japan. 5. Department of Chemistry, Faculty of Science, Hokkaido University, Sapporo 060-0810, Japan. 6. WPI-ICReDD, Hokkaido University, Sapporo 001-0021, Japan. 7. ESICB, Kyoto University, Kyoto 615-8245, Japan.
Abstract
The optical near field refers to a localized light field near a surface that can induce photochemical phenomena such as dipole-forbidden transitions. Recently, the photodissociation of the S-S bond of dimethyl disulfide (DMDS) was investigated using a scanning tunneling microscope with far- and near-field light. This reaction is thought to be initiated by the lowest-energy highest occupied molecular orbital (HOMO) to lowest unoccupied molecular orbital (LUMO) transition of the DMDS molecule under far-field light. In near-field light, photodissociation proceeds at lower photon energies than in far-field light. To gain insight into the underlying mechanism, we theoretically investigated the excited states of DMDS adsorbed on Cu and Ag surfaces modeled by a tetrahedral 20-atom cluster. The frontier orbitals of the molecule were delocalized by the interaction with the metal, resulting in narrowing of the HOMO-LUMO gap energy. The excited-state distribution was analyzed using the Mulliken population analysis, decomposing molecular orbitals into metal and DMDS fragments. The excited states of the intra-DMDS transitions were found over a wider energy range, but at low energies, their oscillator strengths were negligible, which is consistent with the experimental results. Sparse modeling analysis showed that typical electronic transitions differed between the higher and lower excited states. If these low-lying excited states are efficiently excited by near-field light with different selection rules, the S-S bond dissociation reaction can proceed.
The optical near field refers to a localized light field near a surface that can induce photochemical phenomena such as dipole-forbidden transitions. Recently, the photodissociation of the S-S bond of dimethyl disulfide (DMDS) was investigated using a scanning tunneling microscope with far- and near-field light. This reaction is thought to be initiated by the lowest-energy highest occupied molecular orbital (HOMO) to lowest unoccupied molecular orbital (LUMO) transition of the DMDS molecule under far-field light. In near-field light, photodissociation proceeds at lower photon energies than in far-field light. To gain insight into the underlying mechanism, we theoretically investigated the excited states of DMDS adsorbed on Cu and Ag surfaces modeled by a tetrahedral 20-atom cluster. The frontier orbitals of the molecule were delocalized by the interaction with the metal, resulting in narrowing of the HOMO-LUMO gap energy. The excited-state distribution was analyzed using the Mulliken population analysis, decomposing molecular orbitals into metal and DMDS fragments. The excited states of the intra-DMDS transitions were found over a wider energy range, but at low energies, their oscillator strengths were negligible, which is consistent with the experimental results. Sparse modeling analysis showed that typical electronic transitions differed between the higher and lower excited states. If these low-lying excited states are efficiently excited by near-field light with different selection rules, the S-S bond dissociation reaction can proceed.
The
optical near-field is a localized light field mostly discussed
in the context of plasmons, a collective motion of free electrons
in a metal.[1−3] Owing to its localization, the near-field is utilized
in molecular spectroscopy and microscopy at nanoscale beyond the diffraction
limit[3,4] such as surface- and tip-enhanced infrared
spectroscopies[5,6] and Raman spectroscopies.[7−10] As the spatial variation of the near-field can be non-negligible,
dipole-forbidden transitions can be excited owing to the field gradient.[11] Recently, the near-field has also been applied
in photochemistry.[12−15]Plasmonic materials are frequently used in near-field photochemistry.
Charge injections from plasmonic materials to reactant molecules can
also drive the chemical reactions.[16−19] For example, in the plasmon-induced
water splitting reaction, a strontium titanate (SrTiO3)
single-crystal substrate with metal nanoparticles as a photocatalysts
is used as an optical antenna to collect and absorb visible light
as a photoelectrode.[20] Similar experiments
have been reported for ammonium synthesis.[21]By contrast, the optical near-field can directly induce photoreactions.
These photoreactions associate with surface-enhanced Raman measurements
that have been known for a long time, although the mechanism remains
unclear because an ensemble of molecules with various surface structures
contributes to the SERS signal.[22,23] To study photoreactions
in the near-field, it is necessary to obtain detailed information
about the molecule, such as the adsorption structures and electronic
states on the surface to disentangle various factors.[24]Recent experiments have overcome this difficulty
by combining scanning
tunneling microscope (STM) and the near-field to study a single molecule
photochemical reactions.[13,25−27] In these studies, weakly adsorbed molecules such as dimethyl disulfide
(DMDS) on an Ag or Cu(111) surface undergo photolysis directly induced
by the plasmon near-field,[13] whereas strongly
interacting molecule such as O2 undergo photochemical reactions
induced by direct/indirect charge transfer.[27,28]In DMDS photolysis, S–S bond breaking occurs in both
propagating
far-field and near-field light.[13,25] For far-field light,
photolysis is most effective at 450 nm for Ag(111) and for Cu(111).
The reaction is attributed to transitions between the molecular orbitals
originating from the highest occupied molecular orbital (HOMO) and
lowest unoccupied molecular orbital (LUMO) of DMDS. However, the near-field
excitation can induce the reaction at energies lower than the far-field
excitation, with maxima at 532 nm for Ag(111) and 670 nm for Cu(111).
The possibility of vibrational excitation or charge transfer has been
excluded by exhaustive experiments; however, the definitive mechanism
remains unclear. Band calculations for DMDS/Ag and Cu(111) show that
the HOMO and LUMO of DMDS are delocalized and the HOMO–LUMO
gap energy is narrower than that of the pristine DMDS. Furthermore,
the strong hybridization between the HOMO of DMDS and the metal surface
as well as the weak hybridization between the LUMO of DMDS and the
metal surface result in longer lifetimes of the intra-DMDS excited
state, which is consistent with experimental results. However, no
direct theoretical studies of such excited states have been performed
to date.[13,25]In this study, the excited states
of free and adsorbed DMDS were
investigated via quantum chemical calculations using a cluster model
of the surface. The structural and electronic properties of the free
and adsorbed DMDS were investigated in detail and compared. Particular
attention will be paid to the excited states and oscillator strengths
of the adsorbed DMDS to clarify the experimental findings that the
photodissociation reaction occurs at different energy maxima.
Computational Details
First, free DMDS was examined,
and then adsorbed DMDS was examined
using a surface model of a tetrahedral 20-atom cluster (M20) with four (111) faces. Tetrahedral 20-atom clusters have been used
to study the structural, vibrational, and electronic properties of
adsorbates,[29−32] and Au20 has been reported to exist as a magic-numbered
cluster.[33]Spin-restricted density
functional theory (DFT) calculations were
used for the ground state, and time-dependent DFT (TDDFT) calculations
were used for the excited states. Free DMDS was calculated using C2 symmetry and DMDS/M20 without symmetry
constraints.All electronic structure calculations were performed
using TURBOMOLE[34,35] with def-SV(P) basis sets[36] and a relativistic
effective core potential for Ag.[36] A range-separate
functional of CAM-B3LYP[37] was used to account
for the charge transfer nature of some excited states in DMDS/M20 (M = Cu, Ag). It is generally known that the excited state
energies are 0.5 eV higher in CAM-B3LYP than B3LYP,[38,39] but the qualitative picture is unchanged.Excited states were
analyzed in detail by classifying molecular
orbitals into fragments by Mulliken population analysis.[40] This method is explained in detail in our previous
work.[41] Briefly, each MO was decomposed
into contributions from the molecule (DMDS) and the metal (M20). The electronic transitions in each excited state are generally
given by multiple occupied and unoccupied MO pairs. The fragmentation
of MO allows electronic transitions in excited states to be divided
into intramolecular, intermetallic, and metal–molecule transitions.
Using this analysis, the nature of the excited states can be easily
visualized. The excited states of up to 200 states for the Cu cluster
and 100 states for the Ag cluster were calculated and analyzed in
the energy range up to 300 nm.While molecular orbital analysis
is possible for the optical absorption
spectrum of DMDS/M20, the large number of excited states
and the complicated hybridization between DMDS frontier orbitals and
metal orbitals hamper this analysis. To facilitate the analysis, a
sparse modeling analysis was employed to extract the key pairs of
occupied and unoccupied orbitals. First, the fractional oscillator
strength of the transitions within the DMDS in all excited states
was selected as the objective variable. Second, the fractional rates
of intra-DMDS transitions for the lower excited states were used to
clarify the differences in the nature of the excited states in the
low- and high-energy regions. The descriptor is the rate of the occupied
and unoccupied orbital pairs in each excited state.For sparse
modeling analysis, the least absolute shrinkage and
selection operator (Lasso) is adopted.[42] The Lasso selects a few orbital pairs that contribute to simultaneously
explaining the fractional oscillator-strength/rate of intra-DMDS transitions
for all excited states. The Lasso solution is defined as the solution
to the minimization problemwhere λ ≥
0 denotes a constant.
In the analysis, the N-vector y consists
of the fractional oscillator strength/rate of intra-DMDS transitions,
where N is the number of excited states. Matrix X of the descriptors is an N × p matrix, where p is the number of orbital
pairs. The value of the (m, i)-element
of X is the rate of the ith orbital
pair to the mth excited state. Specifically, the
values used in this study are as follows: Figure a, (N, p) = (200, 2542); Figure c, (N, p) = (100, 676); Figure a, (N, p) = (28, 2542); and Figure c, (N, p) = (51, 676).
Figure 6
Lasso results
for partial oscillator strength vs the fractional
contribution rate of orbital pairs for all the calculated excited
states of (a) DMDS/Cu20 and (b) molecular orbital pairs
(upper: unoccupied, lower: occupied) for largest contributions shown
by the labels. (c and d) Same results but for DMDS/Ag20.
Figure 7
Same figures as for Figure but the objective variables here are the
fraction rates for
lower excited states, instead of the partial oscillator strength.
For large λ, the Lasso solution is a zero
vector. For a moderately
large λ, the Lasso solution is a sparse vector; that is, only
a few elements of the solution are nonzero. The selected orbital pairs
are expected to contribute mostly to the fractional oscillator-strength/rate
of the intra-DMDS transitions of all excited states. The glmnet package
in R was used for analysis.[43]
Results and Discussion
Free DMDS
Figure a shows the optimized
structure of DMDS in
two different directions. The lowest-energy conformer was cis, and optimization starting from the trans conformer (C–S–S–C dihedral angle ∼180°)
resulted in a cis conformer (C–S–S–C
∼ 88°). Figure b shows the density of states (DOS), with green and red representing
the contributions from S and CH3, respectively. The HOMO
and HOMO–1 are degenerate, and the HOMO–LUMO gap energy
is 9.19 eV. Figure d shows the relative total energies and C–S–S-C dihedral
angles; the two minima correspond to the cis conformer.
The lower maximum corresponds to the trans conformer,
whereas the higher maximum corresponds to the overlapping orientation
of the two CH3 groups. The corresponding rotation barriers
are 0.34 and 0.62 eV. These barrier heights are larger than ethane
and smaller than ethine, suggesting that the S–S bond is stronger
than a normal single bond (∼0.1 eV) and weaker than a double
bond (∼2.8 eV).[44] The frontier orbitals
shown in Figure c
suggest that the HOMO and HOMO–1 contribute to the weak π
bonding, in addition to the σ bonding orbital of HOMO–2.
Figure 1
(a) Optimized
structures from different directions and the dihedral
angle and length of the S–S bond, (b) the density of states
where green and red bars show the contribution from S and CH3, respectively, (c) frontier orbitals, and (d) the energy profile
along the dihedral angle related to the rotation about the S–S
bond of the isolated DMDS.
(a) Optimized
structures from different directions and the dihedral
angle and length of the S–S bond, (b) the density of states
where green and red bars show the contribution from S and CH3, respectively, (c) frontier orbitals, and (d) the energy profile
along the dihedral angle related to the rotation about the S–S
bond of the isolated DMDS.Figure a shows
the calculated absorption spectrum of the free DMDS. The green solid
and dashed bars below the x-axis indicate the positions
of the singlet and triplet excited states, respectively. The blue
bars indicate the oscillator strength, and the red curves are obtained
by convoluting the Lorentz function for all oscillator strengths.
The lowest singlet and triplet excited states are observed at 244
and 295 nm, respectively. Thus, no absorption peaks are found in the
region >400 nm. The calculated absorption spectrum is consistent
with
the experiment,[45] where the first peak
is centered around 265 nm and whose onset is estimated to be around
335 nm. The excitation energy is slightly overestimated in our calculations,
as in our previous studies using CAM-B3LYP functional.[46] The two lowest-energy singlet and triplet states
are assigned to HOMO–1 and HOMO–LUMO transitions. The
S1 state has a large oscillator strength, whereas the S2 state has a very small oscillator strength but is not forbidden.
The transition dipole moments from the ground state to the S1 and S2 states are parallel and normal to the C2 axis, respectively. As shown in Figure c, the LUMO is antibonding
in nature. Both S1 and S2 excited states are
directly related to the photolysis. Excitation to S1 or
other higher lying excited states relaxed to the lowest energy states
causes dissociation of the S–S bond.
Figure 2
(a) Absorption spectrum
of free DMDS. Green solid and dashed bars,
blue bar, and red lines show the position of the singlet and triplet
excited states, oscillator strength, and absorption curve obtained
by convoluting the oscillator strength with a Lorentz function. (b–e)
Excited state energy profile plotted against the S–S bond length.
Black horizontal lines in the right show the position of eigenstates
of the same spin multiplicity and S0 at the bottom, calculated
at the final step (S1, S2) and 1/2 steps from
the last (T1/T2) of the optimization. T1 and T2 optimizations are terminated by the SCF
convergence problem in the S0 state due to the smaller
HOMO–LUMO gap energies. S1 and S2 optimizations
are finished at a S–S bond length of about 2.5 Å.
(a) Absorption spectrum
of free DMDS. Green solid and dashed bars,
blue bar, and red lines show the position of the singlet and triplet
excited states, oscillator strength, and absorption curve obtained
by convoluting the oscillator strength with a Lorentz function. (b–e)
Excited state energy profile plotted against the S–S bond length.
Black horizontal lines in the right show the position of eigenstates
of the same spin multiplicity and S0 at the bottom, calculated
at the final step (S1, S2) and 1/2 steps from
the last (T1/T2) of the optimization. T1 and T2 optimizations are terminated by the SCF
convergence problem in the S0 state due to the smaller
HOMO–LUMO gap energies. S1 and S2 optimizations
are finished at a S–S bond length of about 2.5 Å.Parts b–e of Figure plot the energy change in the process of
geometry optimization
in the excited states after vertical excitation from the ground state
equilibrium structure as a function of S–S bond length. The
horizontal bars on the right-hand side indicate the positions of the
S0 and excited states with the same spin multiplicity as
the optimized one. The geometry optimizations of the T1 and T2 states stopped due to convergence problems because
of the small HOMO–LUMO gap energy in the S0 state.
In such cases, one or two steps before the final state can be used
to show the S0 and excited states. Geometry optimizations
for the S1 and S2 states end around the S–S
bond length of 2.5 Å. In these states, the S–S bond is
elongated and can be dissociated by excitation. After the optimizations,
the S2 and T2 states become the S1 and T1 states, respectively. No such changes in the energy
orderings are found for S1 and T1 optimizations.
In TURBOMOLE, only one symmetry can be selected in the geometry optimization
of the excited states, and other states with different symmetries
cannot be calculated simultaneously.In the singlet-excited-state
geometry optimization, the S–S
bond was elongated and slightly shortened at the end. This differs
from previous studies that used CASSCF/CASPT2 for the S1–S4 states.[47] However,
the previous study calculated the excited-state energies only by stretching
the S–S distance and did not perform a full optimization. Therefore,
there is no substantial contradiction in the present results. The
properties of the S1 and S2 states, such as
symmetry and electron configuration, are the same as those reported
in previous studies. This guaranteed the accuracy of the calculations.
As for the energies of the excited states, our results are approximately
1 eV smaller than the previous ones, but the qualitative features
are the same, and the following discussion is reliable.
DMDS/M20
Hereafter, the
structural and electronic properties of the adsorbed DMDS are studied
using 20-atom tetrahedral clusters as substrates. Although the size
of the cluster should ideally be larger than 2 nm in radius as the
density of states of the cluster is close to its bulk counterpart,[48] this requires us to treat more then 300 atoms,
which is heavily demanding for performing excited state calculations
and analysis. The use of a small-size cluster may overestimate the
HOMO–LUMO gap energy (while this also depends on the density
functional), the sparse density of state of cluster may induce rather
inhomogeneous interactions with an adsorbate, and existence of edges
can affect the adsorption geometry. Nevertheless, the 20-atom cluster
used here gives a rather reasonable adsorption geometry, while sparse
but substantial interactions with the adsorbate broaden its HOMO and
LUMO. On the other hand, the HOMO–LUMO gap energy is surely
overestimated, but the qualitative picture and main conclusions should
be intact.
Geometric Structure
Geometry optimization
was performed on several initial structures, and the two lowest energy
optimized structures obtained are shown in Figure , along with their relative energies and
representative bond lengths. The optimized structures shown in parts
a and b of Figure correspond to the experimentally resolved structures of DMDS adsorbed
on Cu and Ag surfaces, respectively,[25] in
which the two S atoms are on the surface metal atoms. By contrast,
parts c and d of Figure show different adsorption structures of DMDS/Cu20 and
DMDS/Ag20, respectively, where one S atom is located on
the metal atom and the other on the bridge site. The latter structure
has a lower energy, but the energy difference with the former structure
is almost the same, that is, less than 0.06 eV. Similar structures
were obtained using functionals other than CAM-B3LYP. Because the
energy difference is negligible, the present cluster model can be
used for analysis. The structures shown in parts a and b of Figure were used to study
the excited states. The two S–M distances are different for
the structures in parts a and b of Figure ; however, this is due to the use of finite-size
clusters as the surface model. Calculations using the slab model yielded
the same S–M distances for the Cu and Ag surfaces.[25]
Figure 3
Optimized structures of (a, c) DMDS/Cu20 and
(b, d)
DMDS/Ag20 with different adsorption sites, viewed from
different directions, along with relative total energies in eV and
representative bond lengths in Å.
Optimized structures of (a, c) DMDS/Cu20 and
(b, d)
DMDS/Ag20 with different adsorption sites, viewed from
different directions, along with relative total energies in eV and
representative bond lengths in Å.For future reference, the IR and Raman spectra of free DMDS and
DMDS/Cu20 and DMDS/Ag20 are given in the Figure S1 in the Supporting Information. The
frequencies of the S–S stretching mode are 510, 486, and 503
cm–1 for the free molecule and that adsorbed on
Cu and Ag, respectively. The frequencies suggest that the S–S
bond is weakened upon the adsorption and the Cu is better to activate
the S–S bond.
Electronic Structure
Figure shows the
DOS and several
Kohn–Sham orbitals of DMDS/Cu20, DMDS/Ag20, and DMDS. Figure a shows the total DOS of DMDS/Cu20, below which the partial
DOS (PDOS) of DMDS in DMDS/Cu20 is plotted. Blue, green,
and red indicate contributions from Cu, S, and CH3 groups,
respectively, from the Mulliken population analysis.[40]Figure b depicts the same DOS for DMDS/Ag20. For comparison,
the DOS of the free DMDS is shown in Figure c. Focusing on the PDOS of DMDS, it can be
seen that the HOMO, HOMO–1, and LUMO of free DMDS are delocalized
owing to interactions with the metal atoms. The effective HOMO–LUMO
energy gap of DMDS, estimated using the edge of the PDOS of DMDS,
is significantly reduced from 9.2 eV to about 4 eV by adsorption.
Figure 4
Total
and projected density of states for (a) DMDS/Cu20, (b)
DMDS/Ag20, and (c) DMDS. Representative KS orbitals
for (d) DMDS/Cu20 and (e) DMDS/Ag20.
Total
and projected density of states for (a) DMDS/Cu20, (b)
DMDS/Ag20, and (c) DMDS. Representative KS orbitals
for (d) DMDS/Cu20 and (e) DMDS/Ag20.Let us compare the Cu and Ag substrates. The 3d band edge
of Cu
is located near −8 eV, close to the HOMO of free DMDS, and
has a higher energy than the 4d band edge of Ag (−9 eV). Because
the 3d band is energetically closer to the HOMO of free DMDS, the
interaction is stronger, and the distribution of the PDOS of DMDS
is wider on Cu than on Ag. By contrast, the HOMO of DMDS is slightly
localized on the Ag substrate. This difference in the HOMO distribution
affects the structures of the excited states.Parts d and e
of Figure show representative
Kohn–Sham orbitals of DMDS/M20 where the large contribution
of DMDS is indicated by the
DOS. HOMO–5 and LUMO+7 of DMDS/Cu20 and HOMO–7
and LUMO+11 of DMDS/Ag20 appear to be derived from the
HOMO and LUMO of free DMDS.
Excited
States
Figure shows the results of the analysis
of the excited states and the calculated absorption spectrum of DMDS/Cu20 is shown in Figure a. Each excited state was fragmented, as explained in the
computational section. The fraction of excited states is shown in Figure b, where each column
is labeled and divided into intrametal (green), metal to molecule
(red), molecule to metal (blue), and intramolecular (purple) transitions.
Finally, each fraction was multiplied by the oscillator strength to
obtain the absorption fractions, as shown in Figure c. The same is true for Ag20,
as shown in Figures d–f. In the present model, the transitions within the metal
make the largest contribution; however, this amount depends on the
cluster size and geometry of the model. Notably, the intramolecular
transitions, shown in purple, were thoroughly investigated and found
to be the origin of the photodissociation of the S–S bond.[25]
Figure 5
(a) Absorption spectrum, (b) transition fractions, and
(c) transition
fractions with oscillator strength (i.e., the absorption fractions)
of DMDS/Cu20. (d–f) Corresponding properties for
DMDS/Ag20.
(a) Absorption spectrum, (b) transition fractions, and
(c) transition
fractions with oscillator strength (i.e., the absorption fractions)
of DMDS/Cu20. (d–f) Corresponding properties for
DMDS/Ag20.From the results for
DMDS/Cu20, the excited states originating
from intramolecular transitions exist with negligibly small oscillator
strengths of approximately 500 nm. The experimental findings showed
that the largest S–S dissociation rate of near-field excitation
was approximately 100 nm shorter wavelength than the propagating light
excitation. The present computational results are consistent with
these results. The excited states localized to molecule exists in
the lower-energy region, but their oscillator strength is small. The
oscillator strength is the absorption rate of the propagating far-field
light. With near-field light, the selection rule can change, and thus,
there is a possibility of strongly exciting these lower-energy excited
states than the higher-energy regions. It should be noted that the
plasmonic absorption spectra simulated for the nanogap between the
STM tip and surface have maxima in the lower-energy regions, coinciding
with the photodissociation rate maxima with the near-field.This observation is clearer for Ag substrate. From Figure d–f around 400 nm, the
excited states localized to DMDS exist, but the oscillator strength
is very small.Experiments showed that the maximum photodissociation
rate of Ag
is energetically higher than that of Cu, and the peak is sharper.[13] In other words, the Cu is more useful for lowering
excitation energy for the photolysis. This behavior is also observed
in the present calculations. This difference can be attributed to
the d-band edge. As discussed above, the top of the 3d-band is energetically
close to the HOMO of the free DMDS, so the interaction between the
HOMO of the molecule and the 3d band becomes stronger and the distribution
of the HOMO of the molecule widens, as shown in Figure . This broadening is reflected in the excited-state
distribution and the absorption spectrum, as shown in Figure .To gain further understanding
of the intra-DMDS contributions in
the excited states, we performed a sparse modeling analysis (Lasso
in this study) to determine the governing occupied and unoccupied
orbital pairs. First, the oscillator strength in all computed excited
states is used as an objective variable, the results of which are
shown in Figure . Second, for the lower energy region, where
the oscillator strengths are small, the fractional rate is used as
an objective variable, as shown in Figure . For Cu and Ag,
S1–S28 (>440 nm) and S1–S51 (>359 nm) were used
for
the later analysis, chosen to be the lower-energy region.Lasso results
for partial oscillator strength vs the fractional
contribution rate of orbital pairs for all the calculated excited
states of (a) DMDS/Cu20 and (b) molecular orbital pairs
(upper: unoccupied, lower: occupied) for largest contributions shown
by the labels. (c and d) Same results but for DMDS/Ag20.Same figures as for Figure but the objective variables here are the
fraction rates for
lower excited states, instead of the partial oscillator strength.Parts a and c of Figures and 7 are called
the path diagrams,
which show the Lasso solutions for various values of λ. The
horizontal axis is the L1 norm, the length of the vector |β|
= ∑|β|, which is determined by fixing λ
There is one-to-one correspondence between the Lasso solution {β} and λ, while not direct/inverse proportion.
The vertical axis is the value of each β. The unit of β is determined by y/X. In the present case, y is the fractional oscillator
strength or rate of intramolecular transitions, while X is the contribution rate of the orbital pairs. As both y and X are kind of unitless, given by the arbitrary
unit, β can also be unitless. The quantitative comparison of
β among different path diagrams is difficult or even meaningless
as the dimension of the vectors can change, while qualitative comparisons
can be made. A path diagram shows how large an element of a solution
is among all the elements of the solution. Roughly speaking, a large
value of β implies the relative
importance of the ith orbital pair. In the analysis,
Lasso can perform unstably for too small λ because the number
of rows is smaller than that of the columns of the matrix X. Therefore,
the path diagrams were trimmed to focus on important solutions corresponding
to large and moderate values of λ. The solution to the right
corresponds to the smaller λ. In the following, the coefficients
of negative values or of exponential increase are considered to be
ill-behavior.Figure shows the
Lasso results for the chosen L1 norm range for DMDS/Cu20 and DMDS/Ag20. For DMDS/Cu20, shown in Figure a, the three prominent
contributions are extracted, and the orbital pairs are shown in Figure b, where unoccupied
and occupied orbitals are shown in the upper and lower parts. While
the occupied orbitals are not clearly localized to DMDS, the unoccupied
orbitals for α and γ show the LUMO nature of DMDS. However,
the stronger hybridization between the DMDS and Cu20 orbitals
makes this less clear. For DMDS/Ag20, the Lasso result
is much simpler and one of the three major contributions, α
has the clear HOMO–LUMO nature of DMDS. These orbital pairs
are the origin of the optical transition localized in the DMDS. As
the main orbital pairs found by the Lasso include the transitions
to the LUMO of DMDS (α and γ for Cu20, and
α for Ag20 substrates in Figure ), which is an antibonding nature for S–S
bond, the intramolecular transitions with substantial oscillator strength
can trigger the photolysis.Let us consider the lower-energy
region, where the partial oscillator
strengths are small. Based on the comparisons between Figures and 7, the dominant orbital pairs were changed, though α of DMDS/Cu20 looks similar. To interpret this, electronic transitions
to the molecular LUMO disappear from the selected orbital pairs, except
for α of DMDS/Cu20, which may cause weaker interactions
with far-field light. While transition dipole moments are smaller
for lower lying excited states, the quadrupole and further multipole
interactions may be possible if a near-field is used. This should
be addressed in the future studies.Before concluding this work,
it is worth mentioning that we optimized
the geometry of some of the selected excited states of DMDS/M20. During the optimization process, we observed an elongation
of the S–S bond; however, as shown in Figure , the high density of excited states in the
high-energy region caused frequent switching of excited states, which
hindered the convergence. To solve this problem, it is necessary to
develop a theoretical method that can simultaneously handle the high-density
excited states for structural relaxation.
Conclusions
In this study, we investigated the excited states
of free and adsorbed
DMDS molecules on a 20-atom tetrahedral cluster model substrate to
clarify the mechanism of photolysis induced by far- and near-field
light, showing energy differences of approximately 100 nm lower for
the near-field than for the far-field. Using the TDDFT method, excited
states corresponding to intramolecular transitions that may trigger
the photolysis were found over a wider energy range. However, there
is a large difference in the oscillator strength. Excited states in
the low-energy region are mostly forbidden in the far-field, whereas
they are allowed in the high-energy region. In the experiment, the
near-field was stronger in the low-energy region than in the high-energy
region. The selection rules may be different for far- and near-field
light. A low-energy region is allowed and may be strongly excited
in the near field, but this also needs to be proven theoretically.
In the future, we would like to study the near-field excitation of
the DMDS to obtain direct evidence.