Sathya M Perera1,2, Samanthika R Hettiarachchi3, Jinasena W Hewage1. 1. Department of Chemistry, University of Ruhuna, Matara 81000, Sri Lanka. 2. School of Chemical and Biomolecular Sciences, Southern Illinois University, Carbondale, Illinois 62901, United States. 3. Department of Chemistry, The Open University of Sri Lanka, Nawala 10250, Nugegoda, Sri Lanka.
Abstract
In the search for novel hydrogen storage materials, neutral silver-copper bimetallic nanoparticles up to the size of eight atoms (Cu m Ag n : m + n ≤ 8) have been computationally studied. Density functional theory with the B3LYP exchange-correlation functional and the combined basis sets of LanL2DZ and aug-cc-pVQZ were used in all of the calculations. H2 adsorption studies on the most stable cluster geometries of all of the neat and heterogeneous entities found that 12 potential candidates, CuAg4, Cu6, Cu5Ag, Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7, fall within the recommended physisorption range of -18 to -6 kJ mol-1. A correlation in the behavior of binding energy, vibrational frequency, average bond distance, highest occupied molecular orbital-lowest unoccupied molecular orbital (HOMO-LUMO) gap, and chemical hardness with H2 adsorption was observed. This analysis further revealed that the H2 adsorption to the cluster was either a parallel or a perpendicular alignment. The analysis of the electron configuration of each atom in the cluster and the H2 molecule and the charge transfer analysis of these 12 clusters also showed that the physisorption in the perpendicular mechanism is due to an induced dipole interaction, while that in the parallel mechanism is due to a weak ionic interaction. The clusters identified with perpendicular adsorption, CuAg4H2, Cu6H2, Cu3Ag3H2, and Cu2Ag4H2, polarized the H2 molecule but had no charge transfer with the H2 molecule and those identified with parallel adsorption, Cu5AgH2, Cu4Ag2H2, CuAg6H2, Cu5Ag3H2, Cu4Ag4H2, Cu3Ag5H2, Cu2Ag6H2, and CuAg7H2, pulled the electrons from the H2 molecule and had charge transfer with the H2 molecule. The shapes of the frontier molecular orbital diagrams of the HOMO and LUMO also followed this observation.
In the search for novel hydrogen storage materials, neutral silver-copper bimetallic nanoparticles up to the size of eight atoms (Cu m Ag n : m + n ≤ 8) have been computationally studied. Density functional theory with the B3LYP exchange-correlation functional and the combined basis sets of LanL2DZ and aug-cc-pVQZ were used in all of the calculations. H2 adsorption studies on the most stable cluster geometries of all of the neat and heterogeneous entities found that 12 potential candidates, CuAg4, Cu6, Cu5Ag, Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7, fall within the recommended physisorption range of -18 to -6 kJ mol-1. A correlation in the behavior of binding energy, vibrational frequency, average bond distance, highest occupied molecular orbital-lowest unoccupied molecular orbital (HOMO-LUMO) gap, and chemical hardness with H2 adsorption was observed. This analysis further revealed that the H2 adsorption to the cluster was either a parallel or a perpendicular alignment. The analysis of the electron configuration of each atom in the cluster and the H2 molecule and the charge transfer analysis of these 12 clusters also showed that the physisorption in the perpendicular mechanism is due to an induced dipole interaction, while that in the parallel mechanism is due to a weak ionic interaction. The clusters identified with perpendicular adsorption, CuAg4H2, Cu6H2, Cu3Ag3H2, and Cu2Ag4H2, polarized the H2 molecule but had no charge transfer with the H2 molecule and those identified with parallel adsorption, Cu5AgH2, Cu4Ag2H2, CuAg6H2, Cu5Ag3H2, Cu4Ag4H2, Cu3Ag5H2, Cu2Ag6H2, and CuAg7H2, pulled the electrons from the H2 molecule and had charge transfer with the H2 molecule. The shapes of the frontier molecular orbital diagrams of the HOMO and LUMO also followed this observation.
Hydrogen
is the most promising energy source as an environmentally
friendly alternative to fossil fuels because it does not contribute
to the carbon emission as fossil fuels when it is burnt, and it produces
water. But the major problem is the storage of hydrogen to use it
as an energy source. At the current state of technology, hydrogen
must be compressed, liquefied, and stored in bulk tanks. In a bare
system, because of its low boiling point (20.39 K), at least 1000
bar pressure is required to liquefy gaseous hydrogen at room temperature.
Research on different chemical entities has been of growing interest
in the search for novel storage materials. Metal–organic frameworks
(MOFs), a class of highly porous crystalline materials, after the
first promising results reported by the Yaghi group,[1,2] are being extensively studied.[3−9] The development of liquid hydrogen carriers such as liquid organic
hydrogen carriers (LOHC) and ammonia is also considered to be a method
of hydrogen storage, especially in renewable energy (wind, solar,
etc.)-rich areas.[10−13] Different classes of metal–hydrogen complexes are being paid
continuous attention in the search for potential storage materials.[14−23] Though there are several methods for hydrogen storage, other than
compressing the gas, only that in which a material adsorbs hydrogen
due to physisorption is a winning method to store hydrogen because
of the absence of chemical bonds with the adsorbent and the reversibility
of the process; hence, physisorption by porous solid-state materials
and metal hybrids offers a solution to store hydrogen gas, but still,
there are few materials that meet industrial requirements. Therefore,
the search for hydrogen storage materials is a challenge in the early
stage of the century for both experimentalists and theorists.In parallel to experimental approaches, a considerable amount of
theoretical work has been carried out in designing and characterizing
storage materials. H2 adsorption on a porous nanotube network,[24] as well as on oxygen-functionalized carbon slit
pores,[25] was studied by the Froudakis group.
They also reported the improved hydrogen storage abilities of Li-doped
metal–organic frameworks over undoped materials.[26] Humphries et al. reported the existence of transition-metal
complex hydrides of which some are synthesized and characterized.[27] A comprehensive account of the current status
of research on H2 storage materials and applications has
been documented by Hirscher et al.[28]The possible use of transition-metal nanoclusters and their alloys
as potential candidates for H2 adsorption has been reported
in the last two decades. In 2005, Guvelioglu reported the physicochemical
properties of H2-adsorbed small copper clusters.[29] Fang et al. studied H2 adsorption
on platinum-doped gold clusters.[30] A density
functional study of molecular adsorption on small gold–copper
binary clusters was also reported in 2015 by Zhao et al.[31] Very recently, Gálvez-González
et al. reported H2 adsorption on Au- and Pt-doped copper
clusters with the size of four atoms.[32] The research focusing on the potential use of mixed transition-metal
nanostructured materials for hydrogen storage is limited, and this
study aims to explore a copper–silver mixed system in all compositions
(CuAg for m + n ≤ 8) to find the most potential
heterogeneous system within the recommended physisorption limit.
Calculation Details
We used Kohn–Sham density
functional theory (DFT) in all
of the calculations of the bare cluster and H2 adsorption
using the Gaussian 16 software package.[33] In this study, we used the Becke 3 parameter Lee–Yang–Parr
(B3LYP) correlation functional and the Los Alamos relativistic effective
core potential for core electrons with double-ζ basis set for
valence electrons (LanL2DZ) for Cu and Ag of the CuAg system.[34] In the case of H2 adsorption, we mixed the LanL2DZ
basis set with Dunning’s correlation-consistent basis set,
aug-cc-pVQZ, for Cu and Ag, and H2 of the CuAgH2 system,
respectively. We will compare our results with the literature and
rationalize the selection of the functional and basis set in Section .
Results and Discussion
All of the possible geometries of
CuAg (m + n ≤ 8) clusters were designed,
and their global minimum was
located by applying extensive optimization procedures at different
special arrangements of copper and silver atoms including all possible
spin arrangements and by the absence of the imaginary modes in the
calculated Hessian. Then, the most stable neutral cluster species
in each series of different cluster sizes were subjected to H2 molecule adsorption. The H2 adsorption on all
of the different positions for each cluster was studied. The stability
of the cluster series was compared utilizing the average binding energy
(BE), adiabatic ionization and electron affinity, chemical hardness,
and highest occupied molecular orbital–lowest unoccupied molecular
orbital (HOMO–LUMO) gap (HLG). The hydrogen adsorption was
characterized using similar parameters, such as hydrogen adsorption
energy, bond distance analysis, vibrational frequency analysis, orbital
occupancy analysis, and frontier molecular orbital (FMO) analysis.The average binding energies of a CuAg cluster and those of a hydrogen-adsorbed
cluster are calculated as followsAdiabatic ionization potential (AIP)
and adiabatic electron affinity
(AEA) of both CuAg and CuAgH2 clusters are calculated using the following
expressionsIn addition, chemical hardness
(η), which is also a measure
of the relative stability of an electronic system, can be estimated
as half the difference between the adiabatic ionization potential
and adiabatic electron affinity through the electronic chemical potential
of the system.[35−38]The hydrogen adsorption energy is given by
the equation
Structures and Relative
Stability of Bare
CuAg Clusters
The binding energies and spatial arrangements of atoms (point group
symmetry) in the optimized structures with spin multiplicity given
in Table are compared
with data of previous studies on Cu clusters obtained by different
techniques, especially in generalized gradient approximation (GGA)
at the PW91 level, parameterized tight-binding linear muffin-tin orbital
(TB-LMTO), local-spin-density approximation (LSDA), and tight-binding
molecular dynamics (TBMD) with parameters fitted to first-principles
calculations by Kuang et al.,[39] Lammers
et al.,[40] Jackson and Massobrio et al.,[41,42] and Kabir et al.,[43] respectively. The
binding energies derived from both the local-spin-density approximation
and from the tight-binding molecular dynamics showed overestimated
figures compared to the experimental values and those derived from
generalized gradient approximation were relatively in agreement with
the experimental values. Similarly, the binding energies calculated
using the parameterized tight-binding linear muffin-tin orbital were
also in good agreement with the experimental values for the clusters
larger than n = 3 though cluster symmetries were
inconsistent. The calculated values in this study using DFT with the
B3LYP correlation functional and the basis set of LanL2DZ showed excellent
agreement with experimental values. In the case of the dimer, the
calculated binding energy (1.01 eV per atom) and the bond distance
(2.26 Å) showed excellent agreement with those of experimental
values (1.02 eV per atom and 2.22 Å, respectively).[44]
Table 1
Comparison of the
Calculated Binding
Energies (BE/eV per Atom) and the Average First Neighbor Bond Distances
(⟨r⟩/Å) of Cu (n = 2–8) Clusters with Some of
the Major Literature Data and Available Experimental Dataa
cohesive
energy (BE)/eV per atom
average
bond distance (⟨r⟩)/Å
cluster
PG symmetry and multiplicity
PW91b
TB-LMTOc
LSDAd
TBMDe
present
expte
LSDAd
TBMDe
PW91b
present
Cu2
D∞h 1
1.055
0.23
1.36
1.01
1.02f
2.18
2.52
2.26
Cu3
C2v 2
1.187
0.68 (C3h)
1.52 (1.63)
1.43
1.00
1.07 ± 0.12
2.27
2.25
2.54
2.33
Cu4
D2h 1
1.580
1.28 (Td)
1.97 (2.09)
2.00
1.31
1.48 ± 0.14
2.30
2.23
2.52
2.43
Cu5
C2v 2
1.724
1.43 (C4v)
2.01
2.24
1.41
1.56 ± 0.15
2.29
2.23
2.50
2.44
Cu6
D3h 1
1.909
1.56 (Oh)
– (2.49)
2.54 (C5v)
1.59
1.73 ± 0.18
2.40
2.47
2.44
Cu7
D5h 2
2.032
1.81(C2v)
–
2.63
1.63
1.86 ± 0.22
2.41
2.48
2.52
Cu8
Td 1
2.105
2.15 (D4d)
– (2.84)
2.87 (Cs)
1.73
2.00 ± 0.23
2.41
2.47
2.51
Column 2 presents the point group
symmetry of each species from the current study. Binding energies
in parenthesis under the column LSDA are from ref (42). The experimental binding
energy (1.02 eV per atom) is taken from ref (44). The calculated binding
energies and the average bond distances in this study with the theory
level of B3LYP/LanL2DZ are given in the columns “present”.
Kuang et al.[39]
Lammers et al.[40]
Jackson
and Massobrio et al.[41,42]
Kabir et al.[43]
Leopold et al.[44]
Column 2 presents the point group
symmetry of each species from the current study. Binding energies
in parenthesis under the column LSDA are from ref (42). The experimental binding
energy (1.02 eV per atom) is taken from ref (44). The calculated binding
energies and the average bond distances in this study with the theory
level of B3LYP/LanL2DZ are given in the columns “present”.Kuang et al.[39]Lammers et al.[40]Jackson
and Massobrio et al.[41,42]Kabir et al.[43]Leopold et al.[44]Similarly, Table compares the binding energies
of neat Ag clusters reported in two
different studies and obtained in the present study with the available
experimental data of the Ag dimer and trimer. Liao et al.[45] compared the binding energies per atom of the
Ag clusters calculated by three density functionals, generalized gradient
approximation (GGA) at BP86 and revPBE, and B3LYP with the experimental
binding energy of the Ag dimer.[46] In this
comparison, STO basis functions with triple zeta frozen core plus
1 polarization function (TZP fc) were used and BP86 was considered
as the best suit on their study of oxygen adsorption on both neutral
and anionic silver and gold clusters. On the other hand, Srinivas
et al.[47] reported the performance of three
DFT functionals, BPW91, B3LYP, and BP86, separately against two different
28-electron ECPs and an all-electron basis for the atomic orbital
treatments by calculating and comparing the binding energy per atom
of the dimer and trimer with those of experimental data.[48−50] Their study concluded that the performance depends on the choice
of the specific functional within DFT and the basis set used in combination;
in general, B3LYP showed better agreement with the binding energy.
With these extensive comparisons, we selected the B3LYP/LanL2DZ combination
for the calculation in our study, especially considering the copper
clusters.
Table 2
Comparison of Calculated Binding Energies
(BE/eV per Atom) and the Average First Neighbor Bond Distances (⟨r⟩/Å) of Ag (n = 2–8) Clustersa
cohesive
energy (BE)/eV per atom
average
bond distance (⟨r⟩)/Å
cluster
PG symmetry and multiplicity
BP86b
revPBEb
B3LYPb
BPW91c
B2LYPc
PB86c
present
expt
present
expt
Ag2
D∞h 1
0.83
0.76
0.75
1.01
0.92
1.10
0.78
0.83d
2.61
2.48f (2.53)g
Ag3
C2v 2
0.82
0.74
0.71
0.99
0.88
1.09
0.74
0.87e
2.69
Ag4
D2h 1
1.09
0.96
0.93
0.95
2.78
Ag5
C2v 2
1.19
1.05
1.02
1.04
2.80
Ag6
D3h 1
1.36
1.20
1.18
1.20
2.80
Ag7
D5h 2
1.37
1.19
1.14
1.17
2.87
Ag8
Td 1
1.46
2.28
1.28
1.26
2.87
Column
2 presents the point group
symmetry of each species with the spin multiplicity in this study.
Calculated binding energies under the functionals of BP86, revPBE,
and B3LYP are from ref (45), those corresponding to the BPW91, B3LYP, and PB86 are from ref (47), and experimental values
are from refs (46) and (48−50). The calculated binding energies and the average
bond distances in this study with the theory level of B3LYP/LanL2DZ
are given in the columns “present”.
Liao et al.[45]
Srinivas et al.[47]
Beutel et al.[46]
Hilpert
et al.[50]
Morse et al.[48]
Simard et al.[49]
Column
2 presents the point group
symmetry of each species with the spin multiplicity in this study.
Calculated binding energies under the functionals of BP86, revPBE,
and B3LYP are from ref (45), those corresponding to the BPW91, B3LYP, and PB86 are from ref (47), and experimental values
are from refs (46) and (48−50). The calculated binding energies and the average
bond distances in this study with the theory level of B3LYP/LanL2DZ
are given in the columns “present”.Liao et al.[45]Srinivas et al.[47]Beutel et al.[46]Hilpert
et al.[50]Morse et al.[48]Simard et al.[49]Minimum energy structures
of both neat copper and silver motifs
are shown in Figure . The dimension transitions (from 1-D to 3-D) of both copper and
silver cluster structures occur when the cluster size increases. The
dimer is a 1-D structure, the trimer to the hexamer possess planar
2-D structure patterns, and the clusters above the hexamer are in
3-D arrangements aligning with previous observations.[43,51] The clusters of both pure Cu and Ag have the shapes of an isosceles triangle for
the trimer, rhombus for the tetramer, trapezoid for the pentamer,
triangle for the hexamer, pentagonal bipyramid for the heptamer, and
tetracapped tetrahedron for the octamer.
Figure 1
Lowest energy structures
of Cu (orange)
and Ag (blue) clusters from n = 3 to 8. The values given below each cluster structure are in order
of point group symmetry, binding energy (BE) in eV, and average bond
distance of the cluster (⟨r⟩) in Å.
The equilibrium bond distances of Cu and Ag dimers are 2.259 and 2.611
Å, respectively.
Lowest energy structures
of Cu (orange)
and Ag (blue) clusters from n = 3 to 8. The values given below each cluster structure are in order
of point group symmetry, binding energy (BE) in eV, and average bond
distance of the cluster (⟨r⟩) in Å.
The equilibrium bond distances of Cu and Ag dimers are 2.259 and 2.611
Å, respectively.Both Cu and Ag belong
to the coinage group (group 11) in the periodic
table. The optimized structures of the mixed clusters given in Figure a,b show that the
copper atoms always tend to occupy the middle position when it is
available due to the smaller size of the Cu atom (3d104s1) compared to the Ag atom (4d105s1)
and reduced electronegativity of Cu (1.9) compared to that of Ag (1.93)
according to the general fact that atoms with the most positive charges
favor the middle positions (nuclei) of the clusters, where an atom
can have the optimal coordination number. The mixed clusters of each
stoichiometric ratio of copper and silver were designed using the
stable configurations of Cu clusters
as the precursors. In this process, Cu atoms were systematically replaced
by Ag atoms one by one accounting for all of the possible positions,
and the most stable structure of each mixed cluster was obtained by
energy optimization. The deviation from the original monometallic
cluster morphology with heterogeneity is also noticed. Different structural
shapes for the different stoichiometry of copper and silver in a particular
cluster size can be observed, and Cu atoms reside in such a way that
they can possess the optimal coordination number. As shown in Figure a, the mixed clusters
follow similar structural patterns of Ag and Cu clusters observed in this study
as well as in previous work.[29,31,32,52] The dimer of the CuAg cluster is a 1-D
structure, whereas the trimer to the hexamer of CuAg clusters possess planar
2-D structure patterns except for the 3-D structure of CuAg5. CuAg clusters
above the hexamer are in 3-D arrangements (Figure b). The hexamers consist of triangular and
capped spatial arrangements lying in a broad energy spectrum instead
of pursuing the original triangular shape of Cu6 and Ag6. In contrast to the low symmetric (C2) triangular structure of CuAg5 observed by Wei-Yin et al. (with four coordinated Cu),[51] we observed high symmetric (C5) capped spatial arrangements of the
atoms with the maximum of five coordination for Cu following the observation
made by Zhou and co-workers.[53] Though the
CuAg5 cluster possesses a capped shape, all of the other
candidates in the hexamer are triangular including the Cu5Ag cluster, whose single Ag atom is not favorable to be in the middle
forming a capped shape structure because of comparatively high positive
charge and small size of the Cu atom compared to Ag. All of the heptamers,
except Cu4Ag3, possess the original pentagonal
bipyramid structural shape of Cu7 and Ag7. Cu4Ag3 is a tricapped tetrahedron with the C3 symmetry that consists of
three layers of packing. The first layer is an equilateral triangle
of three Cu atoms, the next layer is an equilateral triangle of three
Ag atoms, and then the fourth Cu atom is above the center of the triangles.
The minimum energy structures of single Cu atom-substituted cluster
series, AgCu, for n =
1–8, reported by Ding et al. using the meta-GGA functional
were in accordance exactly with the structures observed in this study
for the corresponding entities.[54]
Figure 2
Lowest energy
structures of CuAg clusters from (a) m + n = 3 to 6. Tables and 4 (b) m + n = 7 and 8. The point group symmetry of the cluster is
given in parentheses. Orange and blue colors represent Cu and Ag atoms,
respectively. The binding energy (BE) in eV and average bond distance
of the cluster (⟨r⟩) in Å with
other physical parameters are given in Tables and 4, respectively.
Lowest energy
structures of CuAg clusters from (a) m + n = 3 to 6. Tables and 4 (b) m + n = 7 and 8. The point group symmetry of the cluster is
given in parentheses. Orange and blue colors represent Cu and Ag atoms,
respectively. The binding energy (BE) in eV and average bond distance
of the cluster (⟨r⟩) in Å with
other physical parameters are given in Tables and 4, respectively.
Table 3
Comparison of Calculated
Binding Energies
(BE/eV per Atom) of Both Bare and H2-Adsorbed clusters,
H2 Adsorption Energy of CuAg (m + n = 2–8) Clusters, Adiabatic Ionization Potential, and Electron
Affinity with Adiabatic Chemical Hardness, and Vertical Ionization
Potential and Electron Affinity with Vertical Chemical Hardness of
Bare and H2-Aadsorbed Clustersa
Clusters,
which show perpendicular
H2 adsorption, are highlighted in red, and those whose
adsorption energies fall into the energy range between −6 and
−18 kJ mol–1 are highlighted in green. Δ
symbolizes the HLG difference between the bare and H2-adsorbed
clusters.
Table 4
Comparison
of Calculated Average Nearest
Neighbor Bond Distances (⟨r⟩)/Å
and the Minimum and Maximum Vibrational Frequencies (v)/cm–1 of Both Bare and H2-Adsorbed
Clusters of CuAg (m + n = 2–8) with Hydrogen–Hydrogen,
Metal–Hydrogen Bond Distances, and Frequencies (v)/cm–1 Corresponding to Those Hydrogen and Metal–Hydrogen
Vibrational Modesa
Clusters, which
show perpendicular
H2 adsorption, are highlighted in red, and those whose
adsorption energies fall into the energy range between −6 and
−18 kJ mol–1 are highlighted in green.
In addition to these minimum energy structures,
we examined the
other higher energy structures (low-lying isomers) of CuAg clusters for m + n = 3–8, and the structures
of those isomers with energies relative to the lowest energy geometry
are given in Figure S2a–f in the
Supporting Information. A detailed comparison of low-lying energy
structures is beyond the scope of this article and interested readers
can find a detailed comparison in the literature.[32,52−55]The average bond distance of a cluster is also an important
parameter
to understand the cohesiveness of the cluster with its size. Figure depicts the change
of the average bond distances of Cu and
Ag clusters with the number of atoms
in the cluster. In addition, the variation of the average first neighbor
bond distance of the Cu(8–Ag cluster for n = 1–7
with the silver substitution is also shown in the same graph. This
shows that the cluster expansion with the consecutive addition of
an atom to both neat copper and silver systems shows a uniform parallel
behavior keeping the difference between the two at about 0.36 Å,
which is approximately the difference of the equilibrium bond distances
of the Ag dimer (2.61 Å) and the Cu dimer (2.26 Å). This
reveals that the atomic radii (size of the atoms) play a major role
in the cluster size expansion but not the electronic structure due
to the same valence electronic configuration of Cu and Ag (3d104s1 and 4d105s1, respectively).
Similarly, the stepwise replacement of a copper atom in a cluster,
Cu(8–Ag, for example, by a silver atom shows a gradual increase of the average
bond distance, resulting in the expansion of the cluster size with
the same number of atoms. In contrast to this gradual increase of
the average bond distance for n = 1–7, as
shown in Table , the
abrupt change of the average bond distances occurs in the transition
from Cu8 to Cu7Ag (from n =
0 to 1) and from CuAg7 to Ag8 (from n = 7 to 8). In the first case, the addition of a Ag atom
to high symmetric Cu8 causes symmetry loss from T to C3 (Figures and 2a,b), which increases the average bond distance
compared to the addition of a Ag atom to the already symmetry lost
clusters for n ≥ 1. In the second case, the
relaxation of low symmetric CuAg7 occurs when the Ag atom
is added to gain the high symmetry from C3 to T.
Figure 3
Variation in the average bond distance
of neat copper clusters
(Cu: orange) and silver clusters (Ag: blue) with the number of atoms in the cluster
from n = 2 to 8. The black color plot shows the expansion
of the Cu(8–Ag cluster with the substitution of a Ag atom in place of
the Cu atom.
Variation in the average bond distance
of neat copper clusters
(Cu: orange) and silver clusters (Ag: blue) with the number of atoms in the cluster
from n = 2 to 8. The black color plot shows the expansion
of the Cu(8–Ag cluster with the substitution of a Ag atom in place of
the Cu atom.Similarly, we can observe a rapid
increase in the binding energy
per atom compared to the slower rate of cluster expansion with the
number of atoms in the cluster except for the slight decrease for n = 3 and 7 as shown in Figure . Interestingly, n = 3 and
7 are the points where we observed the dimensional transition from
1-D to 2-D and from 2-D to 3-D, respectively. Cu clusters have higher binding energies than corresponding
Ag clusters and the energy gap (difference)
increases with the number of atoms in the cluster; at the lower end,
it accounts for 0.23 Å, which is the difference in two dimers,
while at the higher end, it is about 0.47 Å. The cluster expansion
and binding energy lowering with the replacement have the opposite
trend as shown in Cu(8–Ag, for example, in Figures and 4, for a given
size of a cluster. The average rates of the cluster expansion and
binding energy lowering are about 0.043 Å and 0.059 eV per Ag
atom substitution, respectively.
Figure 4
Variation in the binding energy of neat
copper clusters (Cu: orange) and silver
clusters (Ag: blue) with the number of
atoms in the cluster from n = 2 to 8. The black color
solid line shows the binding
energy lowering of the Cu(8–Ag cluster with the substitution of a Ag atom
in place of the Cu atom.
Variation in the binding energy of neat
copper clusters (Cu: orange) and silver
clusters (Ag: blue) with the number of
atoms in the cluster from n = 2 to 8. The black color
solid line shows the binding
energy lowering of the Cu(8–Ag cluster with the substitution of a Ag atom
in place of the Cu atom.
Hydrogen
Adsorption on Clusters
We
explored the hydrogen adsorption on CuAg clusters extensively using the effect
of the adsorption on the binding energy, average bond distances, hardness,
HOMO–LUMO gap, properties of electronic energy states, and
the vibrational frequencies of bare and adsorbed bimetallic clusters.
The adsorption of a hydrogen molecule on each atom in a particular
cluster was examined and then one that had the most favorable adsorption
was reported. Tables and 4 present all of the energy parameters and selected
vibrational frequencies with corresponding bond lengths for both bare
and hydrogen-adsorbed CuAg clusters, respectively. Their structures and binding
energy variation upon H2 adsorption are shown in Figure S1 and Table S1 in the Supporting Information,
respectively. The average binding energies of hydrogen-adsorbed copper-rich
clusters are comparatively higher than those of silver-rich clusters
of the same size (decrease in the binding energy with Ag substitution),
indicating the higher stability of copper-rich systems over the silver-rich
systems similar to the trend observed in bare CuAg systems (Figure ). The rate of the decrease
in the average binding energy of a particular cluster size with silver
composition is higher for the bare clusters than for hydrogen-adsorbed
clusters, and also, this decrease in the rate decreases with the cluster
size (Figure S3: 0.095 eV for m + n = 2 while 0.05 eV for m + n = 8 per substitution). On the other hand, the binding
energy difference given in Table S1, which
accounts for the extra binding energy per atom added to the cluster
due to the adsorption of a hydrogen molecule (two hydrogen atoms),
decreases with the increase of cluster sizes as it is an average over
the entire cluster.Clusters,
which show perpendicular
H2 adsorption, are highlighted in red, and those whose
adsorption energies fall into the energy range between −6 and
−18 kJ mol–1 are highlighted in green. Δ
symbolizes the HLG difference between the bare and H2-adsorbed
clusters.Clusters, which
show perpendicular
H2 adsorption, are highlighted in red, and those whose
adsorption energies fall into the energy range between −6 and
−18 kJ mol–1 are highlighted in green.Here, we first summarize the best
cluster candidates found in this
study and then discuss the scientific base pieces of evidence to clarify
the result. According to the U.S. Department of Energy Standard,[56] physisorption-based materials have been identified
as good candidates for a hydrogen storage system. For optimum adsorption
capacity of the storage system, the adsorption enthalpy between hydrogen
molecules and materials should be less than −18 kJ mol–1 to meet the lower (3 atm) and upper (100 atm) pressures
of the storage tank at the ambient temperature, respectively, and
also, it should be higher than −6 kJ mol–1. The adsorption enthalpies given in Table and their variations with copper composition
for each cluster reveal the tunable capacity of bimetallic clusters
that meet the above optimum standard. A previous study by Fang et
al. on hydrogen molecular adsorption on Pt-doped gold clusters also
found similar behavior.[30] All Cu clusters (except Cu6, discussed
below) have larger adsorption enthalpies falling in the range of chemisorption,
while Ag clusters have much smaller values,
which are even below the lower limit of physisorption (except Ag4) at which almost all hydrogen molecules stay unbound to the
material. Smaller CuAg clusters up to the hexamer, except CuAg4, show
much higher adsorption enthalpies than the recommended optimum value
of −18 kJ mol–1 but, interestingly, some
of the heterogeneous clusters of the hexamer and above, which are
highlighted in green in Table , fall in the range of −6 to −18 kJ mol–1, namely, the clusters CuAg4, Cu6, Cu5Ag, Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7, shown
in Figure .
Figure 5
Structures
of H2-adsorbed clusters that are in the adsorption
energy range of −6 to −18 kJ mol–1 in the order of CuAg4, Cu6, Cu5Ag Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7 from top left to bottom
right. Color notation: copper atoms in orange and silver atoms in
blue.
Structures
of H2-adsorbed clusters that are in the adsorption
energy range of −6 to −18 kJ mol–1 in the order of CuAg4, Cu6, Cu5Ag Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7 from top left to bottom
right. Color notation: copper atoms in orange and silver atoms in
blue.The HOMO–LUMO gap (HLG)
and chemical hardness values calculated
(eq ) using both adiabatic
(ηa) and vertical (ηv) processes
of the substance, which have a similar meaning, give information about
the chemical reactivity of the clusters; it measures how a substance
shows resistance to a change in its electron distribution.[57−59]As shown in Table , HLG shows an odd–even fluctuation in the series from n = 2 to 8 that the clusters with an even number of atoms
have higher values than the cluster with an odd number of atoms. As
a general trend, HLG decreases with the silver substitution in the
same cluster. These trends are common for both bare and hydrogen-adsorbed
cluster series. Some correlation between HLG and the H2 adsorption energy can be observed. The clusters, which have larger
adsorption energy over −55 kJ mol–1, show
considerably lower HLG values than the corresponding H2-adsorbed clusters, namely, Cu4, Cu3Ag, Cu2Ag2, and CuAg3. The HLG differences,
Δ shown in Table , are as large as 0.8 eV for these clusters. The clusters with moderate
hydrogen adsorption energy, generally between −19 and −55
kJ mol–1, except most of the neat silver clusters
(Ag2, Ag3, Ag5, Ag6, Ag7, and Ag8) and silver-rich clusters with silver
more than 70% (CuAg6, Cu2Ag5, and
CuAg4), have HLG values still lower than those of their
hydrogen-adsorbed counterparts with the difference (Δ) less
than 0.7 eV. The most interesting fact is that the clusters that are
named good candidates for hydrogen storage materials have HLG values
similar to or even greater than their hydrogen-adsorbed counterparts
(Δ ≤ 0.1), indicating the intact electron distribution
of the cluster material upon H2 adsorption. Chemical hardness
calculated using the vertical processes (ηv) is higher
than that calculated using adiabatic processes (ηa), in which the relaxation of ionic clusters after removal and gain
of an electron is considered. While observing a similar trend of HLG
to the chemical hardness, as expected because of the qualitatively
same parameters calculated in different ways, chemical hardness exhibits
higher numerical values than the HLG except for the hexamer and the
octamer, which show the opposite. The practical use of these parameters,
HLG and chemical hardness, one over the other is more substance-specific,
and more information can be found elsewhere.[35]The adsorption strengths were further distinguished using
the vibrational
frequency and corresponding bond distance analysis. Table summarizes the average bond
distances of the clusters before and after the adsorption of the H2 molecule, metal–hydrogen bond distances, minimum and
maximum vibrational frequencies of both bare and hydrogen-adsorbed
clusters, hydrogen–hydrogen frequency, and metal–hydrogen
frequency. The orientation or the approach of the H2 molecule
upon adsorption to the cluster occurs in two different ways: either
by perpendicular (only one of two hydrogen atoms interacts with the
cluster) or by parallel (both hydrogen atoms interact with the cluster)
to the cluster. Perpendicular orientation is defined using MH1 and MH2 bond lengths that the MH2 bond
length is the sum of the MH1 bond length plus the approximate
bond distance of a free H2 molecule (≈0.7Å)
while parallel adsorption is defined as the adsorption with equal
or closer bond lengths of MH1 and MH2. A comparison
of Tables and 4 and the structures in Figure S1 reveal that the perpendicular orientation of the H2 molecule (marked red in Tables and 4) has reduced adsorption
energy and is predominantly in silver-rich clusters except for Cu6. Among them, the neat silver clusters are almost unbound
to the H2 molecules and the mixed systems, CuAg4, Cu3Ag3, and Cu2Ag4,
have no vertex Cu atom. Perpendicular orientation in the Cu6 cluster, which has three vertices of Cu atoms, may be due to the
geometry of the cluster. The geometry of the original cluster is D3 and perpendicular adsorption
reduces it only to C3, while parallel adsorption would reduce it further. This results
in lower adsorption energy compared to the other copper neat clusters.
Three predominant features from hydrogen adsorption data and structures
can be drawn: (1) favorable adsorption on the cluster vertex Cu atom,
(2) unfavorable interaction to Ag atoms, and (3) high symmetry adaptation.
Up to the pentamer, heterogeneous clusters have at least one vertex
Cu atom in the cluster except for CuAg4 and also can adopt
some symmetry on parallel adsorption. Therefore, we can observe high
adsorption energy. In the case of CuAg4, it favors the
perpendicular adsorption to maintain a sort of symmetry. Adsorption
on all clusters of the heptamer and octamer, except on Ag7 and Ag8 on which no adsorption was observed, is parallel.
They all have at least one vertex Cu atom and reduced symmetry, which
would not be affected effectively on adsorption. These observations
can be summarized as the adsorption of the H2 molecule
noticeably favors the sites, where the most positively charged environment
persists. H2 molecule adsorbs onto either the most positively
charged copper atoms (or reaches onto the most positive silver atom
in Ag monometallic clusters) at the vertices
of the cluster or the site which has the most positive charge environment
avoiding the negatively charged atoms in the vicinity as also observed
in previous studies, especially that the H2 adsorption
occurred on top of the most positively charged three-coordinated Cu
atom in the small diagonal of Cu4 rhombus.[31,32] With the adsorption, the positive charge density of the adsorbed
atom or the atom closer to the adsorbed site decreases, acquiring
more negative charge density. We will discuss the electron distributions
further in the natural bond orbital (NBO) analysis below.As
we mentioned above, there is no change in the bond distance
of the H2 molecule in the perpendicular adsorption, while
the elongation of the H2 bond distance can be observed
in the parallel adsorption. Stronger metal–H2 interactions
cause the MH1 and MH2 distances shorter with
the H2 bond elongation. Among the cluster species selected
as candidates for the hydrogen storage system, the interactions between
H2 and CuAg4, Cu6, Cu3Ag3, and Cu2Ag4 species do not affect
the H–H bond distance, and the metal–hydrogen distance
is comparatively longer, while the rest, Cu5Ag, Cu4Ag2, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7, make interactions with
both hydrogen atoms of the molecule causing a longer H–H distance
and metal–hydrogen distance is about 1 Å shorter than
the former. The frequencies of H–H and the M–H modes
show the same observations as expected relevant to the bond distance
change (marked green in Table ) upon adsorption. The effect of hydrogen adsorption on metal–metal
interactions can also be understood by comparing the minimum and maximum
frequencies of the metal–metal vibrational modes before and
after the adsorption since all of the other modes are within these
two extremes. At the lower end of the cluster series (especially, m + n = 2 and 3 clusters), there are observable
changes in vibrational modes, but when the cluster size increases,
in general, the differences are not in a smooth pattern and become
smaller. The minimum frequency modes show a red shift (lower frequency)
in m + n = 2 clusters, while m + n = 3 clusters show a blue shift (lager
frequency) upon H2 adsorption, reflecting the differences
in adsorption energies of two species. In the clusters of m + n = 4, both minimum and maximum frequency
modes are red-shifted as the observation made for the CuPt(4– (n = 0–4) clusters by Gálvez-González
et al.[32] In contrast to the literature
on dissociative hydrogen adsorption on some of AuPt clusters reported by Gálvez-González et
al.[32] and Fang and Kuang,[30] some cationic Pt clusters reported by Kerpal et al.,[60] and some Au clusters
reported by Fang and Kuang[30] and Molina
et al.,[61] nondissociative adsorptions of
H2 on the entire series of CuAg for (m + n ≤ 8) clusters were observed.
Electronic Structure Change and Charge Transfer
Processes
The natural bond orbital (NBO) analysis for those
12 clusters was performed to understand their electron redistributions
and charge transfer process at the formation of the cluster and also
on H2 adsorption. Both intra- and interatomic charge transfer
within the cluster and adsorbed H2 molecules could be observed.
For each cluster, spatial distributions of HOMO and LUMO frontier
orbitals and the natural electron configuration of constituent elements,
which give the occupancies of atomic orbitals,[62] with their natural charge distribution are given in Figure and Table S2 in the Supporting Information, respectively.
The electron configuration of free atoms, Cu, Ag, and H, is [Ar]3d104s1, [Kr]4d105s1, and 1s1, respectively. Inner core notations, [Ar] and [Kr], will
be dropped hereon for easy presentation.
Figure 6
Spatial distributions
of HOMO and LUMO frontier molecular orbitals
of 12 clusters identified as candidates for hydrogen storage materials:
red and blue color lobes correspond to the two different phases of
the orbital wave function with positive and negative signs, respectively.
Spatial distributions
of HOMO and LUMO frontier molecular orbitals
of 12 clusters identified as candidates for hydrogen storage materials:
red and blue color lobes correspond to the two different phases of
the orbital wave function with positive and negative signs, respectively.Cu: It has a planar triangle
structure
consisting of copper atoms with two different electron configurations,
3d9.934s0.904p0.02 for the three
atoms at the vertices and 3d9.924s0.824p0.40 for the three atoms along the sides of the triangle. All
six Cu atoms in the cluster molecule show spd hybridization with intra-atomic
charge transfer from 4s and 3d to 4p in contrast to the charge transfer
process reported in this study and literature for Cu4.[31] In Cu4, the two Cu atoms on the short
diagonal promoted electrons from 4s and 3d to 4p, while those of the
long diagonal promoted electrons from 3d to 4s. In addition, these
electron configurations give further insight into interatomic charge
transfer between the atoms in the cluster. Each atom at the vertices
lost 0.143 electrons, leaving it positively charged, while each atom
along the sides gained 0.143 electrons and hence became negatively
charged. The spd hybridization and then the intra- and interatomic
charge transfer give stability to the cluster.[63] Moving onto the H2-adsorbed Cu6,
there is no accountable intermolecule charge transfer between the
H2 molecule and Cu6 cluster but an induced dipole
moment on the H2 molecule by the Cu6–dipole
can be observed. With the hydrogen adsorption, while there is no further
intra-atomic charge transfer taking place, interatomic charge transfer
from the 4s orbital of the Cu atoms at the vertices to 4p orbitals
of the Cu atoms on the sides of the triangle takes place; each Cu
atom at the vertices loses 0.03 electrons with the result of 0.03
electrons gained by each Cu atom on three sides. This process has
further enhanced the already existing charge separation on the cluster.
In parallel to this process, the H2 molecule also becomes
polarized in accumulating electrons to the H atom closer to the cluster
surface (1s1.012s0.01) and leaving the other
atom electron-deficient (1s0.98). As we discussed above
by bond distance and vibrational frequency analysis, the H2 reaching out to Cu6 as perpendicular adsorption (Figure ) is further confirmed
by this charge transfer analysis. Therefore, the hydrogen adsorption
arises only due to the induced dipole interaction, which results in
physisorption (−16.71 kJ mol–1, Table ) but not due to the
charge transfer between the H2 molecule and the cluster.Cu: All atoms in the cluster show spd
hybridizations similar to Cu6 with intra-atomic charge
transfer from 4s and 3d to 4p in the five Cu atoms and from 5s and
4d to 5p in the Ag atom. Interatomic charge transfer is unsymmetrical
compared to that of Cu6 as a result of Ag substitution
(Table S2 in the Supporting Information).
The Ag atom has been substituted to one of three vertices as discussed
in Section due
to its larger size and enhanced electron negativity. All three atoms
at the vertices (2 Cu, Ag) donated electrons to the three atoms on
the sides. The transfer of electrons from Ag (4d9.965s0.915p0.02) is less compared to the transfer from
the two Cu atoms (3d9.934s0.894p0.02); this is in accordance with the higher electron negativity of Ag
compared to Cu. The two Cu atoms (3d0.924s0.824p0.39) on two sides bonded to the Ag atom gained fewer
electrons for the same reason. Therefore, accumulations of the electrons
are more predominant on the Cu atom on the side connecting two vertex
Cu atoms (3d0.924s0.834p0.41).In the case of H2 adsorption, the H2 molecule
lost 0.04 electrons (0.02 from each hydrogen: 1s0.98),
which were gained by the cluster. The total charge of the cluster
becomes negative (−0.027) equally to the positive charge of
the H2 molecule (+0.028); this slight difference arises
from the error due to the round-off of the charge values to the third
decimal point (Table S2 in the Supporting
Information). Then, the cluster–H2 molecule interaction
can be considered as a weak ionic interaction with −15.89 kJ
mol–1 physisorption energy. This charge transfer
upon H2 adsorption caused the redistribution of electrons
in the cluster while the electron-deficient H2 molecule
remains unpolarized. Three atoms at the vertices now become less positive
as a result of the rearranging of both the 0.04 electrons pumped to
the cluster and electrons within the cluster. The positive charge
of the vertex Cu atom (labeled Cu-4), where the H2 molecule
was adsorbed, changed from 0.148 to 0.101 with 0.06 electrons gained
from interatomic electron transfer and also with the electron promotion
from 4s and 3d to 4p, and its electronic state was rearranged from
3d9.934s0.894p0.02 to 3d9.904s0.854p0.15. The other vertex Cu atom gained
0.04 electrons only by the interatomic charge transfer during the
adsorption with the enhanced enrollment of 4s orbital and 5s orbital,
[(3d9.934s0.894p0.02) → (3d9.934s0.924p0.025s0.01)],
which changed the atomic charge from 0.148 to 0.123. Similarly, in
the third vertex atom, Ag, only the 5s orbital gained 0.03 electrons
to reduce the charge from 0.148 to 0.091. In addition, one of three
Cu atoms on sides also gained 0.01 electrons to its 4s atomic orbital
while only two vertex Cu atoms donated 0.09 electrons to the entire
system. This charge transfer analysis and hence the weak ionic interaction
between the cluster and the H2 molecule justify the identified
parallel adsorption of the H2 molecule in the previous
section based on the bond distance and vibrational analysis.HOMO–LUMO frontier orbital diagrams (Figure ) also depict the induced dipole interaction
of the H2 molecule with the Cu6 cluster as perpendicular
adsorption and weak ionic interaction of the H2 molecule
to the Cu5Ag cluster as parallel adsorption. In Cu6, the FMO shapes of the HOMO and LUMO of H2-adsorbed
clusters are similar to those of the HOMO and LUMO before the adsorption.
Two phases (opposite phases of the orbital donated by red and blue)
of the HOMO concentrated around the two vertex Cu atoms (blue and
red color in the diagram), leaving the Cu atom on the side connecting
these two vertexes and the Cu atom remaining at the third vertex.
These two opposite phases have created a narrow hollow region inside
the triangle. In contrast, the LUMO, which is responsible for attracting
electrons from the HOMO of another molecule, has no hollow region;
instead, one of the two phases (blue) resides at the center of the
cluster (inside the triangle) and the other phase (red) is concentrated
separately at three vertices as three separate lobes. This shape of
the LUMO influences the H2 molecule reaching perpendicularly
toward the center of the triangle and induced the electron density
of the H2 molecules to be polarized. The same shapes of
HOMO and LUMO frontier molecular orbitals after the adsorption of
H2 molecules revealed that there is no charge transfer
between the H2 molecule and the cluster, and hence, the
induced dipole interaction takes place as discussed before.But in the case of Cu5Ag, where we identified H2 adsorption to the cluster due to a weak ionic interaction
and as parallel adsorption, the FMO shapes of the HOMO and LUMO before
and after the H2 adsorption are different. In the bare
cluster, two vertex atoms, Cu and Ag, and the Cu atom on the side
connecting these two atoms are clouded by one lobe of two opposite
phases of the FMO (blue) and the remaining lobe (red) resides at the
remaining vertex, leaving the vicinity of two Cu atoms on the other
two sides and the center of the triangle free of electron density.
The LUMO appears to be the same as the LUMO of Cu6, indicating
good electron acceptance capacity. In Cu5AgH2 (after the H2 adsorption), the HOMO and LUMO are completely
different from those of the bare cluster, confirming the electron
transfer from the H2 molecule to the cluster and also the
redistributions of electrons. In the HOMO, electrons are localized
on the atoms away from the Ag atom, and in the LUMO, they are lobbied
on the vertex atoms including Ag.Continuation of the discussion
on atomic orbital occupancy and
FMO analysis for the remaining 10 clusters, CuAg4, Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7, will find the same pattern
of behavior, confirming the hydrogen adsorption characteristic identified
in Section . The
clusters identified with perpendicular adsorptions, CuAg4H2, Cu6H2, Cu3Ag3H2, and Cu2Ag4H2, have no charge transfer between the H2 molecule and
the cluster and polarize the H2 molecule; hence, their
H2 adsorptions are due to the induced dipole interactions.
On the other hand, the remaining six clusters, Cu5AgH2, Cu4Ag2H2, CuAg6H2, Cu5Ag3H2, Cu4Ag4H2, Cu3Ag5H2, Cu2Ag6H2, and CuAg7H2, identified with parallel adsorption, have charge
transfer between the H2 molecule and the cluster and pull
the electrons from the H2 molecule; hence, their H2 adsorptions are due to the ionic interactions.
Conclusions
In the search for potential candidates
for hydrogen storage, CuAg clusters for m + n ≤ 8 were explored. The dimension
transitions of both copper and silver cluster structures occur when
the cluster size increases. The dimer is a 1-D structure, whereas
the trimer to the hexamer possess planar 2-D structure patterns and
the clusters above the hexamer are in 3-D arrangements. The clusters
of both pure Cu and Ag have the shapes of an isosceles triangle for the trimer,
rhombus for the tetramer, trapezoid for the pentamer, triangle for
the hexamer, pentagonal bipyramid for the heptamer, and tetracapped
tetrahedron for the octamer. With the heterogeneity, the Cu atoms
tend to have maximum coordination within the cluster and the stability
of copper clusters is relatively higher than that of the silver clusters.
Hydrogen adsorptions to the clusters are observed with two general
mechanisms, hydrogen is either parallel or perpendicular to the clusters.
In the perpendicular reach, clusters polarized the H2 molecule
and there is no charge transfer process between the cluster and H2 molecule and hence the adsorption is due to an induced dipole
interaction. On the other hand, in parallel reach, the charge transfer
between the H2 molecule and cluster takes place and hydrogen
donates electrons to the cluster. The cluster becomes negatively charged
and the H2 molecule becomes positively charged, resulting
in weak ionic interactions between two entities. The adsorption is
due to this ionic interaction. The H2 adsorption energies
of the entire series reveal that out of all of the candidates, only
CuAg4, Cu6, Cu5Ag, Cu4Ag2, Cu3Ag3, Cu2Ag4, CuAg6, Cu5Ag3, Cu4Ag4, Cu3Ag5, Cu2Ag6, and CuAg7 fall within the recommended energy
range of −6 to −18 kJ mol–1 for hydrogen
storage materials. The H2 adsorption on the first four
of 12 entities is due to the induced dipole interactions, while that
on the remaining eight entities is due to the ionic interactions.
Authors: Emmanuel Tylianakis; Georgios K Dimitrakakis; Santiago Melchor; Jose A Dobado; George E Froudakis Journal: Chem Commun (Camb) Date: 2010-12-10 Impact factor: 6.222
Authors: Barbara Panella; Katja Hönes; Ulrich Müller; Natalia Trukhan; Markus Schubert; Hermann Pütter; Michael Hirscher Journal: Angew Chem Int Ed Engl Date: 2008 Impact factor: 15.336
Authors: Danil Dybtsev; Christian Serre; Barbara Schmitz; Barbara Panella; Michael Hirscher; Michel Latroche; Philip L Llewellyn; Stéphane Cordier; Yann Molard; Mohamed Haouas; Francis Taulelle; Gérard Férey Journal: Langmuir Date: 2010-07-06 Impact factor: 3.882