3.1. Structural Transition and Dynamical Stability
In the first instance, in order to determine the structural transition sequence and potential stable structures for RuSi
2 under high pressure, we carried out the CALYPSO code for thoroughly crystal structure searches. As a result, nine candidate low-energy structures with space groups of
Cmca,
Cmcm,
P2/
m,
Immm,
Cm,
P3
212,
Imm2,
C2 and
P2
1/
m were predicted at the pressure range of 0−300 GPa. The structural diagrams, together with detailed structural parameters of nine candidate phases under ambient pressure are summarized in
Figure S1 and Table S1 of the Supplementary Information (SI). The previously known
Cmca [
49,
70] and
Immm [
71] structures of transition metal disilicide RuSi
2 were successfully reproduced by our structure searches, demonstrating the reliability of the CALYPSO method. Subsequently, we constructed the enthalpy-pressure (H−P) curves of the low-energy phases and presented two possible decomposition routes (Ru + 2Si and RuSi + Si) with respect to
Cmca phase, as shown in
Figure 1. The phase stability of RuSi
2 compound is established at various pressures by judging the enthalpy difference relative to the solid constituent elements and stable compounds (i.e. Ru, Si solid phase, and RuSi compound). The corresponding known stable elements
P6
3/
mmc for Ru [
72],
Fd-3
m,
P6
3/
mmc, and
Fm-3
m for Si [
73], and compounds
P2
13 and
Pm-3
m for RuSi [
44,
45,
74] under corresponding pressures were achieved from the previous literature. According to
Figure 1, RuSi
2 adopts the orthorhombic
β-FeSi
2 type configuration (space group:
Cmca) as ground-state structure under ambient pressure, which is consistent with the previous experimental observations and theoretical researches [
49,
51,
75]. As the pressure increases, the RuSi
2 is found to crystallize in another orthorhombic
Cmcm phase, which is energetically favored over the
Cmca-RuSi
2 above 50.97 GPa and maintains its stability up to 79.15 GPa. Noticeably, this
Cmcm-RuSi
2 configuration is absolutely distinctive from previously reported metal disilicides MSi
2, such as hexagonal
P6/
mmm-type phase in MgSi
2 [
35,
36] and CaSi
2 [
37,
38], trigonal
P-3
m1 phase in RbSi
2 [
34] and alkaline-earth metal disicides, trigonal
I4
1/
amd phase in LaSi
2 [
40], rhombohedral
R-3m phase in MgSi
2 [
35,
36], and orthorhombic
Imma in MgSi
2 [
35,
36] and YSi
2 [
41] Hence, this orthorhombic
Cmcm phase is predicted to be a high-pressure ground-state structure in metal disilicides in the present work for the first time. Above 79.15 GPa, the RuSi
2 compound decomposes into RuSi + Si. Additionally, the considered pressure dependence of RuSi
2 decomposition reaction proves that RuSi
2 will not decompose into Ru + 2Si within the pressure range of 0−78.48 GPa (see
Figure 1). Thus, compressing RuSi and Si is a potential synthetic route for RuSi
2 crystal. The above analysis demonstrates the thermodynamical stability of
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases and provides their potential synthetic routes, which will stimulate the experimental synthesis. Subsequently, we focus on the structural, chemical bonding, electronic, superconducting and mechanical characters for the
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases.
To probe into the dynamical stability of two thermodynamical stable structures under specific pressures, we have computed their phonon dispersion curves (see
Figure S2 and
Figure 7). It is evidently found that both the
Cmca-RuSi
2 phase at atmospheric pressure and the
Cmcm-RuSi
2 phase at the pressure range of 0−75 GPa are dynamically stable, as there is no imaginary frequency in the whole Brillouin zone. Although the
Cmcm-RuSi
2 structure can be acquired under high pressure, it can be recovered to ambient pressure condition, thereby render it applicable in practical settings. Subsequently, we mainly focus on the the structural, chemical bonding, electronic, superconducting and mechanical features for the
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases under atmospheric pressure.
3.2. Structural Character and Bonding Essence
The crystal structure diagrams for the
Cmca-RuSi
2 phase at 1 atm and the
Cmcm-RuSi
2 phase at 75 GPa were distinctly depicted in
Figure 2 and homologous structural parameters were tabulated in
Table S2. From
Table S2, the lattice parameters (
a = 10.170 Å,
b = 8.108 Å, and
c = 8.209 Å) of
Cmca-RuSi
2 excellently align with previous results (
a = 10.223 Å,
b = 8.133 Å, and
c = 8.250 Å) [
49,
51,
75]. In this structure, there are two inequivalent Si atoms located at the Wyckoff sites 16
g (0.372, -0.778, 0.057) and 16
g (0.127, -0.551, 0.225), respectively, with Si-Si separations varying from 2.54 to 2.62 Å. All the Si atoms form a ladder-like Si-network framework with the planar quadrangle along the
b axis and the angle between the nearest three Si atoms is nearly 90°. The shortest Si-Si distance (2.54 Å) is marginally longer than the those of Si (2.22 Å) atoms,
d-Si (2.35 Å) [
76], and allotrope
Cmcm-Si
24 (2.33-2.41 Å) [
76], but comparable to those of C49-WSi
2 [
77] (2.56 Å) and B31-RhSi (2.53-2.69 Å) [
78], expounding the contribution of Si-Si covalent bond to the structure construction. This result can be evidenced by the electron localization function (ELF) for the
Cmca-RuSi
2 under ambient pressure, as displayed in
Figure 3(a) and 3(b), which precisely describes the electron localization between Si atoms. Besides, each Ru atom is coordinated by eight Si atoms, forming a “RuSi
8” building block with Ru-Si separation range of 2.45-2.52 Å. The shortest Ru-Si distance (2.45 Å) is slightly longer than the sum of the covalent bond radii of Ru (1.25 Å) and Si (1.11 Å) atoms, indicating the covalent Ru-Si bond, which can be demonstrated by ELF in
Figure 3a,b as well. For the
Cmcm-RuSi
2 phase at 75 GPa, the lattice parameters are
a = 6.693 Å,
b = 4.052 Å and
c = 3.866 Å, where Ru atoms occupying the Wyckoff sites 4
c (-0.500, 0.307, 0.750) are neighbored by equivalent Si atoms locating at 8
g (-0.832, 0.316, 0.750) sites. More charmingly, the
Cmcm-RuSi
2 phase contains two interpenetrating honeycomb-like silicon-layer along the
c-axis, which forms the silicon hexagonal ring with one metal atom Ru located at the center of hexagonal ring in the
a-
b plane, disclosing that metallic atom and nonmetallic silicon layer are in the same flat. This layered feature is distinct from previously reported planar structures, such as MgB
2 [
21], MoB
2 [
22], NaC
2 [
23], YC
2 [
24], CeP
2 [
28] and LaP
2 [
29], where the hexagonal-ring nonmetallic layer and metallic atom generate two alternate layers and are distributed in different flats. In silicon hexagonal-ring, the there are two kinds of Si-Si bond lengths, corresponding to 2.298 and 2.461 Å, while the Si-Si bond length between the silicon layers is 2.456 Å. These three Si-Si bond lengths are elongated into 2.417, 2.668 and 2.655 Å, respectively, when the pressure decreases to the ambient pressure. Additionally, ten silicon atoms are coordinated around one Ru atom, forming a distorted RuSi
10 dodecahedron with four different Ru-Si bond lengths of 2.347, 2.431, 2.435 and 2.440 Å at 75 GPa, compared with the elongated Ru-Si bond separations of 2.523, 2.615, 2.554 and 2.683 Å under atmospheric pressure. Both of Si-Si and Ru-Si bond distances provide an explanation of the Si-Si and Ru-Si covalent bonds in the
Cmcm-RuSi
2 crystal at ambient pressure and high pressure, which can also be substantiated by the electron localization in the intermediate regions of the Si-Si and Ru-Si bonds, as depicted in
Figure 3c–f. In short, based on the overall analyses of bond length and ELF, the
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases under ambient pressures as well as the
Cmcm-RuSi
2 phase under high pressure are characterized by a combination of the covalent Ru-Si and Si-Si bonds.
The formation of strong covalent Ru−Si and Si−Si interactions in these two stable configurations of RuSi
2 can be quantitatively disclosed through the calculated crystal orbital Hamilton population (COHP) curves and integral crystal orbital Hamilton population (ICOHP) at the Fermi level, as displayed in
Figure 4. The calculated ICOHP values for Ru−Si and Si−Si pairs in
Cmca-RuSi
2 under 1 atm are −1.84 and −2.41 eV for per pair, respectively. Moreover, the predicted ICOHP values for the Ru−Si bonds in
Cmcm-RuSi
2 at 1 atm and 75 GPa is −1.66 and −1.68 eV for per pair, respectively, with the corresponding ICOHP values of the Si−Si pairs −2.25 and −2.23 eV for per pair. Afterward, the predicted ICOHP values for the Si−Si pairs (−2.41, −2.25 and −2.23 eV for per pair) in both RuSi
2 structures are comparable to those of covalent Si−Si pairs in Na
4Si
24 (−2.544 eV/pair) [
76], P−P pairs in LaP
2 (−2.32 eV/pair) [
29], P1−P2 pairs in Ce
2P
3 (−2.41 eV/pair) [
28], B2−Β2 pairs in LiB
4 (−2.55 eV/pair) [
79] and B2−Β2 pairs in NaB
4 (−2.55 eV/pair) [
80], reconfirming strong covalent Si−Si bond in both configurations. From the consequences above, it can be conspicuously found summarized into two aspects. On the one hand, the strength of the covalent Si−Si bond is stronger than that of the Ru−Si covalence in both RuSi
2 configurations as the estimated ICOHP values for the Si−Si pairs are slightly lower than those of the Ru−Si pairs. On the other hand, compared with the layered
Cmcm-RuSi
2 phase,
Cmca-RuSi
2 possesses the stronger Ru−Si and Si−Si covalent bonds, which should be the main driving force that the
Cmca-RuSi
2 phase have more magnificent incompressibility than the
Cmcm-RuSi
2 structure.
3.3. Electronic Structure and Superconductive Property
To further delve into the electronic structures of the
Cmca-RuSi
2 phase at 1 atm as well as the
Cmcm-RuSi
2 phase at 1 atm and 75 GPa, we calculated their electronic band structure (BS) and density of states (DOS), as constructed in
Figure 5. Note that the
Cmca-RuSi
2 structure under ambient pressure displays a semiconductor behavior characterized by a direct band gap of 0.485 eV, in conformity with the preceding theoretical calculations reported by Zhang
et al [
49]. On the contrary, as the pressure increase, the conduction band and the valence band of
Cmcm-RuSi
2 phase pass through the Fermi level (
EF) and overlap, implying its metallic character. In reality, a semiconductor-metal transformation or metallization occurs under high pressure, along with the structural transition from
Cmca-RuSi
2 to
Cmcm-RuSi
2. This phenomenon metallization induced by high pressure can also be appreciated in other systems, such as MgH
2 [
81], CaLi
2 [
82] and SiH
4 [
83]. Moreover, the
Cmcm-RuSi
2 phase still maintains the metallic characteristic when the pressure is released into the ambient pressure, as shown in
Figure 5(b). On the other hand, the semi-conductive and metallic traits in
Cmca-RuSi
2 and
Cmcm-RuSi
2 can be elucidated in the right side of
Figure 5a–c. On the basis of the total and partial density of states (TDOS and PDOS) of both RuSi
2 structures, it is obviously achieved that the Ru-4
d state make the dominant contribution to TDOS. Apart form the Ru-4
d state contribution, the Si-3
p state also contributes to TDOS at a certain extent. The hybridization effect between the Ru-4
d and Si-3
p states near both sides of the
EF disclose the Ru-Si covalent bond in both RuSi
2 phases, which in excellent accord with the previous analyses of bond length, ELF, and COHP. Eventually, the chemical bonding in the
Cmca-RuSi
2 and
Cmcm-RuSi
2 configurations comprises a complex combination of the covalent Ru-Si and Si-Si bonds with the Si-Si bond stronger than that of the Ru-Si bonding. More noticeably, as presented in the left sides of
Figure 3b,c, the electronic BS exhibits multiple characters in proximity to
EF, comprising of the hole pockets around
T/
S/
U points, electron pockets around
Z/
S points and flat band along the
Y-
S-
X direction. In view of the atypical BS, we further dig into the topological structure of Fermi surfaces (see
Figure 6), which serve to unveil the electronic performance at the
EF. The emerge of three bands in
Cmcm-RuSi
2 indicates excellent electrical conductivity and the third band should be attributed to the flat band along the
Y-
S-
X, further secured by the decreased energy approaching the EF at the ambient pressure. These electronic traits proposed from the BS and Fermi surfaces have been comprehensively investigated and deemed as imperative signs for superconductivity.
Kindled by the metallic and significant band structure characters in
Cmcm-RuSi
2 under ambient and high pressures coupled with the outstanding superconductivity in the layered framework in MgB
2 [
21], MoB
2 [
22], NaC
2 [
23], KP
2 [
27], CeP
2 [
28], and LaP
2 [
29] as well as alkali, alkaline-earth and rare-earth metal disilicides, analogous to the
Cmcm-RuSi
2 phase, we assume that the layered
Cmcm-RuSi
2 structure should be a promising superconductor. Subsequently, we calculated the phonon dispersion curves, the projected phonon density of states (PHDOS) and Eliashberg spectral function
α2F(
ω) together with the electron−phonon integral constant
λ of
Cmcm-RuSi
2 at 1 atm, 25 GPa, 50 GPa, and 75 GPa with the intention of illuminating their potential superconductivity, presented in
Figure 7. As analysed above, its dynamical stability could be verified within the pressure range of 0−75 GPa as a consequence of the absence of imaginary phonon frequency throughout the whole Brillouin zone at 1 atm, 25 GPa, 50 GPa, and 75 GPa. In the PHDOS, the phonon vibrational modes of
Cmcm-RuSi
2 can mainly be divided into three districts on the basis of the phonon region. The vibrations of Ru atoms mainly contribute to the low-frequency phonon regions (< 9 THz), while the high-frequency phonon modes (10−15 THz) are associated with silicon layers because of Ru atom heavier than Si atom. It is worthy noting that the intermediate-frequency branches stem from the coupled vibrations of Ru atom and Si layer. For the EPC parameter
λ, the low-frequency vibrations by Ru atoms around below 9 THz contribute 82.4%, 77%, 74% and 67.5% at 1 atm, 25 GPa, 50 GPa and 75 GPa of the total
λ, respectively, while the high-frequency phonon bands above 10 THz associated with light Si atom vibrations only account for 13.2%, 19.7%, 20.5% and 22.5% in
Cmcm-RuSi
2, respectively. In addition, the corresponding coupled vibrations from Ru atoms and Si layer contribute 4.4%, 3.3%, 6.5% and 10% at 1 atm, 25 GPa, 50 GPa and 75 GPa of the total
λ, respectively. This directly denotes that the vibrations from Ru atoms combined with the coupled vibrations between Ru atoms and Si layers play significant roles in the superconductivity of
Cmcm-RuSi
2.
The electron-phonon coupling parameters
λ, logarithmic average phonon frequency
ωlog, electron density of states at the Fermi level
N(
Ef) and superconducting transition temperature
Tc of
Cmcm-RuSi
2 at 1 atm, 25 GPa, 50 GPa and 75 GPa were also calculated in
Table 1. The superconducting critical temperature
Tc values are estimated by using the Allen–Dynes modified McMillan equation:
where, the Coulomb pseudopotential parameters
μ* are set to typical 0.10 and 0.13, respectively. As summarized in
Table 1, the predicted EPC parameter
λ for the
Cmcm-RuSi
2 crystal is 0.4 at 75 GPa and displays a monotonous decrease with the increment of the pressure. Accordingly, the maximal EPC parameter
λ value of 0.91 emerges in
Cmcm-RuSi
2 under ambient pressure, which is comparable to 0.93 for RaSi
2 at 0 GPa, 1.1 for CaSi
2 at 0 GPa, 0.92 for Al
2Si
3 at 10 GPa, 1.01 for
P6
3/
mmc-Y
3Si, but larger than 0.81 for
P6/
mmm-MgSi
3 at 0 GPa, 0.808 for
Cmmm-Si
4 at ambient pressure, 0.897 for
P6/
m-NaSi
6 at 0 GPa, 0.799
P6/
m-Si
6 at 0 GPa. To compare with the former binary conventional superconductors, we draw a overall diagram which displays a combination of the
Tc and stabilized pressure for established superconductors, as shown in
Figure 8. Additionally, the detailed
Tc values
For the conventional superconductors at different pressures are summarized in
Table S3. It is undoubtedly found that the
Cmcm-RuSi
2 structure are estimated to be 10.07 K at atmospheric pressure, which is comparable to 13.7 K in MgSi
3 , 13 K in
P6/
m-NaSi
6 and 12
P6/
m-Si
6 at 0 GPa, 14 K for CaSi
2 at 15 GPa, 10.5 K for
P6/
mmm-CeP
2 at 16.5 GPa, and 13.6 K for CrB
2 at 60.7 GPa, but higher than other transition metal disilicides, such as RbSi
2 (9 K) [
34], MgSi
2 (~7 K) [
35,
36], BaSi
2 (6.8 K) [
39], LaSi
2 (2.5 K) [
40] and YSi
2 (0.5 K, 50 GPa) [
41]. In short, the novel
Cmcm-RuSi
2 configuration at ambient pressure possesses the secondarily highest
Tc among the binary metal disilicides, merely lower than that of CaSi
2 (14 K) under 15 GPa. In addition, it is worthy mentioning that the superconducting critical temperature
Tc in
Cmcm-RuSi
2 is significantly higher than those of the corresponding metallic
Cmcm-Si
4 (2.2 K) [
87] and Ru (0.51 K) [
91,
92] at ambient pressure, which tremendously advance the superconductivity for the related elemental substances.
The investigation of the variation trends with the increasing pressure serve as an appropriate pathway for a deeper understanding of the superconductivity driven in
Cmcm-RuSi
2, as intuitively exhibited
Figure 9. Regarding the broad stable pressure range obtained in
Cmcm-RuSi
2, we have implemented calculations to estimate its pressure-dependent superconductivity. As the pressure decreases, a successive increase presents in the
Tc values, eventually reaching 10.07 K at atmospheric pressure. Manifestly, two substantial parameters (
λ and
ωlog) play a vital role in determining
Tc, displaying the contrasting trends with pressure. The increment in
Tc with decreasing pressure results from the synchronous enhancement in
λ, which dominates the evolution of
Tc with pressure. The growth in
λ should be related to the increasing DOS at the Fermi energy upon the reducing pressure, which further originate from the decrease of charges of Ru-4
d orbital transferred from silicon layer, as tabulated in
Table S4. In the
Cmcm-RuSi
2 phase, one Ru atom gain 1.38
e at 75 GPa and reduces to 1.06
e under ambient pressure. The charge transferred from nonmetallic Si to metallic Ru is feasible for the reason that the electronegativity value of Si (1.90) element is lower than that of Ru element according to the periodic table of the elements. The anion character in metallic element Ru is rarely seen in binary metal silicides. In contrast, the reducing process of
ωlog with the decreasing pressure should be attributed to the elongation of Si−Si bonds within the configuration. Upon the reducing compression, the variation trend of
λ (increment) and
ωlog (diminution) is similar to those in Ce
2P
3, CeP
2 [
28]and Sc
2P [
93].
As the representative superconductor in the component of 1:2 in binary metallic compounds, MgB
2 encompasses a similar honeycomb B layer, differing from
Cmcm-RuSi
2. It is necessary to unlock the discrepancy in the structural characters, electronic properties, the superconducting mechanism and
Tc values between both phases at ambient pressure. In regard to the structural trait, the honeycomb B layer and Mg atoms are located in the alternate layers along the
c axis in MgB
2 whereas the graphene-like Si layer and the Ru atoms are in the same plane with Ru atom sited at the center of the Si hexatomic ring. In the case of the metallic character, MgB
2 mainly stems from the B-2
p orbital while the current
Cmcm-RuSi
2 should be ascribed to the Ru-4
d state. The high frequency for MgB
2 derives from the graphene-like B layer with the superconductivity of MgB
2 dominated by the electron-phonon coupling of B atoms [
94], while the transition Ru-4
d orbital electrons also take part in the coupling. This comparison not only points toward a possibility to uncover different superconducting sources in the traditional prototype phases, such as H
3S, CaH
6 and LaH
10, but also widens the cognition of the elemental contributions in superconductivity. As for the
Tc value, MgB
2 is higher than
Cmcm-RuSi
2, which can be summarized as the following reasons: (a) The MgB
2 has an open B layer without the B−B interlayer covalence while
Cmcm-RuSi
2 contains an closed Si layer with the interlayer covalent Si−Si bond; (b) the bond strength of Si-Si bond in
Cmcm-RuSi
2 is weaker than that of MgB
2, as demonstrated by the calculated ICOHP (−2.25 per pair Si−Si in comparison with −6.92 per pair B−B); (c) the
ωlog value for
Cmcm-RuSi
2 is lower than that of MgB
2 (167.97 Κ with respect to 450 Κ) [
94], which results from the lower phonon frequencies of Ru and Si atoms lower than those of Mg and B atoms, as related to the larger atomic mass of Ru and Si, respectively.
3.4. Mechanical Property and Hardness
With the high development in the superconductor, it necessitates the eminent mechanical property and hardness integrated with spectacular ductility. The elastic constants for the
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases at 1 atm in conjunction with the
Cmcm-RuSi
2 configuration under ambient pressure and 75 GPa were computed through the identical strain−stress means [
95], as corroborated in
Table 2. Both phases are dynamically stable under focused pressures as they satisfy the mechanical stability criteria for the orthorhombic crystal system [
96]. Thereafter, the homologous shear modulus
G, bulk modulus
B,
B/G, Young’s modulus
E and Poisson’s ratio
ν of both phases can be attainable from the elastic constants based on the Voigt–Reuss–Hill (VRH) method [
97] (see
Table 2). In the
Cmca-RuSi
2 configuration under ambient pressure, the current estimated elastic constants
Cij, bulk modulus
B, shear modulus
G, Young’s modulus E and Poisson’s ratio
v are in conformity with the prior theoretical consequens [
49], clarifying that the methodology utilized in present work is convincing. Generally speaking, the
C11,
C22 and
C33 values in material denote the resistance to compression along the corresponding
a-,
b- and
c-axis. From
Table 2,
Cmcm-RuSi
2 under 75 GPa possesses ultra-high
C11,
C22 and
C33 values, which are much higher than those of
P6/
mmm-ScB
2 [
98], explaining that this phase behaves excellent incompressibility along
a-,
b- and
c-axis. The calculated
B,
G and
E values of
Cmcm-RuSi
2 under 75 GPa are 410.13, 184.99 and 482.44 GPa, respectively, which are significantly higher than those of the
Cmca-RuSi
2 phase at ambient pressure (
B,
G and
E values are 173.53 , 107.99 and 268.30 GPa, respectively), corroborating that this phase transition induced by compression enhances the mechanical properties of RuSi
2 crystal to a great extent. Moreover, the value of
B/
G can estimate the brittle or ductile manner of a solid: a high ratio of
B/
G (> 1.75) indicates the ductility, while a low ratio (< 1.75) indicates the brittleness according to the Pugh criterion [
99,
100]. For transition metal silicides, the improvement of ductility can greatly improve their industrial work efficiency, because their actual productions as high-temperature materials are limited by their own brittleness [
101,
102,
103]. As listed in
Table 2, the the
B/
G value of
Cmca-RuSi
2 at 1 atm is 1.61, uncovering the brittle nature whereas the
B/
G values of
Cmcm-RuSi
2 at 1 atm and 75 GPa are 2.03 and 2.22, corresponding to ductile character, respectively. This phenomenon confirms the brittle-to-ductile transformation in RuSi
2, accompanied by the structural transformation under high pressure, which is analogous to NbSi
2 [
104] and MoN
2 [
105].
Hardness should be characterized as a substantial mechanical property of a material and can be used to measure the ability to resist local deformation, especially plastic deformation, indentation or scratches. In addition, the orientation bond in a material is an important index to measure its hardness, and it can be expressed by Pugh’s ratio
G/
B [
99,
100]. A larger
G/
B value corresponds to a higher hardness. As summarized in
Table 2, the
G/
B values of
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases under atmospheric pressure are 0.64 and 0.49, respectively. However, Gao et al. indicated that the vital problem in digging into the hardness of materials is how to describe the strength of internal bonds of the materials. Thus, we further probe into the hardness values of both structures employing the hardness model proposed by Gao et al [
106,
107]. The Vickers hardness could be calculated with the following formula:
where
where
μ labels all different types of covalent bonds in the system,
is the Mulliken overlap population of the
μ type bond,
is its volume,
is the number of
μ type bonds,
is its bond length, and
is the bond number of type
μ per unit volume. On account of the aforementioned empirical equation, the estimated hardness values of
Cmca-RuSi
2 and
Cmcm-RuSi
2 phases reach 31.74 and 26.76 GPa, respectively (see
Table 3). The hardness value of
Cmca-RuSi
2 under ambient pressure is consistent with the previous theoretical results [
49]. The predicted
Hv values of
Cmca-RuSi
2 (31.74 GPa) and
Cmcm-RuSi
2 (26.76 GPa) are comparable to the experimental measurements of
β-SiC (34 GPa) [
106], BP (33 GPa) [
108], TiC (32 GPa) [
109]
β-Si
3N
4 (30 GPa) [
109] and transition metal disilicide WSi
2 (28.5 GPa) [
110], but higher than elemental solid Si (12 GPa) [
106]. Hence, it can be concluded that both
Cmca-RuSi
2 and
Cmcm-RuSi
2 are potential high hardness materials. In comparison with
Cmcm-RuSi
2,
Cmca-RuSi
2 has a higher hardness, which can be ascribed to the stronger Ru-Si and Si-Si covalent bonds and better orientation than those of
Cmcm-RuSi
2.