3.1 Geometry of optimized structure
The lattice parameter values of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 are calculated from the materials studio after optimizing their crystal structure which is listed in the Table 1. Withal, it must be noted for optimization structure showing in figure 1(a) to 1(d) which was taken after simulation GGA with PBE, and has been considered as the standard functional of DFT having heavy metal atoms in crystal [18, 23, 29]
Table 1
Structural calculation by GGA with PBE
Crystals
|
a
|
b
|
c
|
\(\alpha\)
|
\(\beta\)
|
\(\gamma\)
|
Crystal type
|
Space group
|
Density g/cm3
|
HfO2
|
5.040
|
5.074
|
5.269
|
90.00
|
90.00
|
90.00
|
orthorhombic
|
Pca21 [29]
|
10.37
|
Hf0.88Si0.12O2
|
5.040
|
5.074
|
5.269
|
90.00
|
90.00
|
90.00
|
orthorhombic
|
Pca21 [29]
|
10.37
|
Hf0.88Ge0.12O2
|
5.040
|
5.074
|
5.269
|
90.00
|
90.00
|
90.00
|
orthorhombic
|
Pca21 [29]
|
10.37
|
Hf0.88Sn0.12O2
|
5.040
|
5.074
|
5.269
|
90.00
|
90.00
|
90.00
|
orthorhombic
|
Pca21 [29]
|
10.37
|
3.2 Electronic band structure
The energy difference between valence band and conduction band is known as energy/band gap (Eg). Using PBE, RPBE, PW91, WC, and PBEsol with the norm conserving pseudo potential energy/band gaps (Eg) of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 crystals were calculated. Using five functionals of DFT from CASTAP by material studio 8.0 the fermi energy level was placed at zero energy level showing in Table 2. The minimum of conduction bands (MCB) and the maximum of valence bands (MVB) for two crystals has found in G symmetry point which have been shown in Figure 2(a)–(w), which indicate indirect band gap for HfO2. The band gap reduced after 12% Si, 12% Ge and 12% Sn atom doping on HfO2, but the direct band gap found in case of all functionals. The crystal HfO2 acquired indirect band gap for fear that of GGA with PBE and its value was in 4.340 eV shown in Figure 2(a) which was similar to its reference results 4.340 eV [30]. Due to have accurate result using GGA with PBE, the band gap is noticed at 2.033 eV, 1.686 eV and 3.210 eV from Figure 2(b) to 2(d) as direct band gap crystals for Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2. Moreover, for functional of GGA with RPBE, the band gap for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 is recorded at 4.427 eV, 2.093 eV, 1.744 eV and 3.262eV shown in Figure 2(e) and 2(h) also having the direct band gap crystals.
Secondly, it had also justified doing further investigations by GGA with PW91, GGA with WC, and GGA with PBEsol, the band gap for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 are at 4.333 eV, 2.032 eV, 1.675 eV and 3.172 eV, respectively using GGA with PW91, at 4.252 eV, 2.002 eV, 1.632eV and 3.086 eV, respectively using GGA with WC, and at 4.245 eV, 2.001 eV, 1.629 eV, and 3.076 eV, respectively using GGA with PBEsol shown in Figure 2(i) and 2(w).
The comparative study focused that the five GGA methods provided similar results but GGA with PBE is considered as the standard method and this method provides similar reference result at 4.340 eV for mother crystal HfO2. The most noticeable change is found after 12% Si, 12% Ge, and 12% Sn doping in the type of band structure that the HfO2 showed the indirect band gap which are converted in direct band gap for Hf0.88Si0.12O2, Hf0.88Ge0.12O2, and Hf0.88Sn0.12O2. Furthermore, the Hf0.88Ge0.12O2 crystal has the lowest bandgap (1.686 eV) among HfO2, Hf0.88Si0.
Table 2. Band gap for HfO2, Hf0.88Si0.12O2 Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2
Crystals/ functional
|
GGA with PBE
|
GGA with RPBE
|
GGA with PW91
|
GGA with WC
|
GGA with PBESOL
|
Reference
|
HfO2
|
4.340 eV
|
4.427 eV
|
4.333 eV
|
4.252 eV
|
4.245 eV
|
4.340 [30]
|
Hf0.88Si0.12O2
|
2.033 eV
|
2.093 eV
|
2.032 eV
|
2.002 eV
|
2.001 eV
|
Newly Predicted
|
Hf0.88Ge0.12O2
|
1.686 eV
|
1.744 eV
|
1.675 eV
|
1.632 eV
|
1.629 eV
|
Newly Predicted
|
Hf0.88Sn0.12O2
|
3.210 eV
|
3.262 eV
|
3.172 eV
|
3.086 eV
|
3.076 eV
|
Newly Predicted
|
3.3 The Density of states and Partial density of state
The density of the state indicates the point of electronic band structures and the split of an orbital. The GGA with PBE method was used to calculate the density of states (DOS) of Hf, Si, Ge, Sn and O atoms of HfO2, Hf0.88Si0.12O2 Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 crystals show in figure 3(a). Secondly, the conduction band found at the DOS of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 crystals at 0.00 eV to 5eV. The DOS of the valance band is found at -0.1 to -5 electron/eV, while the DOS of the conduction band is recorded at about 10 to 20 electron/eV. To compare the s, p, and d orbitals for both doping and undoped, the orbitals for Hf0.88Si0.12O2 Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 are much higher than HfO2, and it can be said that the Si, Ge and Sn doping on HfO2 has increased the DOS of any crystal showing in figures 3a, 3b, 3c, 3d, and 3e.
The electronic partial density of states (PDOS) of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2, and Hf0.88Sn0.12O2 crystals consist of 6s2, 5p6, 4f14, 5d2 orbital for a Hf atom, 3s2, 2p6 orbital for Si atom, and 4s2, 3p6, 3d10 orbital for Ge atom, 4d10, 5s2, 5p2 for Sn atom and 2s and 2p orbital for O atom, are plotted in figures 3(b) to 3(e). It can be seen that the Fermi level (EF) is close to the maximum valence band (MVB) and the maximum conduction band (MCV). Figure 3(f) to 3(p) show that how the individual atom can contribute to create the DOS and PDOS, while the orbital of Si, Ge and Sn can significantly bestow to diminish the band gap. The p-orbital showed a high DOS close to the EF, which become visible as a broad peak with a width of -5.0 to -1.0 eV belongs to the O-2p for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2, and Hf0.88Sn0.12O2 crystals. Two peaks within range in 6−9 eV for O-2s states was observed. Regarding the Hf atoms, it has 3 clear peaks located at minor energies of about -3.0, and -2.0 eV for 4f states and 2.0 eV for 5p. Furthermore, Si atom has three significant peaks at -3.0 and 7.5 eV for 3p, another peaks at 2.5 eV for 3s. Ge atom has very small peaks at -1.5 eV, 1.0 eV, and 7.5 eV for 3d, 4s and 4p those peaks are contributed for MVB and MCB. The Sn-4d, 5p and 5s showed sharp peaks at about -1.0, 7.5, and 4.9 eV, respectively.
3.4 Optical Properties
3.4.1 Reflectivity
Reflectivity focuses on how much light is reflected from the material surface area with the amount of light incident on the material. The reflection coefficient (𝑅) can be obtained by combining both the electric and magnetic fields of the surface for a normal event on a flat surface. In this investigation, the reflectivity of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2, and Hf0.88Sn0.12O2 is shown in figure 4. The initial reflectivity of HfO2 has recorded 0.16 and with the increase of energy it increases. The less reflectivity means more efficient quantum dots. After doping Si%, Ge% and Sn% the initial reflectivity has recorded at 0.17, 18, and 16 which decrease with the increase of energy and proved Hf0.88Si0.12O2, Hf0.88Ge0.12O2, and Hf0.88Sn0.12O2 showed the similar patterns, and the highest reflectivity is observed for Ge atom doping.
3.4.2 Absorption
The absorption coefficient provides useful data when these materials are used in solar energy conversion for optimal efficiency, and the absorption spectrum of a material depends on the nature of the energy band gap which follows the indirect band gap usually absorbs more temperature than the direct band gap semiconductor device, because there are fewer phonons at low temperature. The absorption spectrum of Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 is higher than HfO2. From figure 5, it is clear that with the increase of energy the absorption of materials, for instance HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2, is increased, but Hf0.88Ge0.12O2 shows better value of absorption than HfO2, Hf0.88Si0.12O2, and Hf0.88Sn0.12O2.
3.4.3 Refractive Index
The real part of refractive index indicates the amount of light refracted or curved and the imaginary or hypothetical part of refractive index indicates the mass loss coefficient and also determines the amount of emission when light travels through the materials. These optical properties like refractive index helps in quality evaluation of band gap persuaded structures for unremitting and optimal absorption of broad band spectral sources. Figure 6 displays the refractive index as a function of photon energy where the real part and the imaginary part for both of the HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 are mentioned, showing an inverse pattern. At initial point of photon energy, the refractive index is higher for real part while the imaginary part is almost closed to 1.0 eV, and afterwards they follow a constant pattern with slightly different values of refractive index. It is same for both undoped and doped.
3.4.4 Dielectric Function
The dielectric function is most important for semiconductor device, such as diode, MOSFETs and RRAM etc. The dielectric functions are calculated in the linear optical response system within the electric dipole approximation. The necessary momentum matrix elements are obtain by using the calculated wave functions from our pragmatic pseudo potentials. Dielectric functions that describe the materials at the nanoscale are needed, opening the way to the interpretation of experimental data and design of the composites to obtain desired optical behavior [31]. The dielectric function explains how an electric field wills exertion with such an oscillating light wave element. The dielectric function is very necessary tool to investigate their optical properties which is related with adsorption properties as following equation for solid.
ε = ε1 (ω) + iε2 (ω)
Here, the main part or real part of the complex dielectric function ε1 (ω) indicates the polarization and energy storage potential in the electric field of the material due to the propagated light, while the imaginary part iε2 (ω) represents the amount of absorption in a material, and discharging of charge storage. The probability of photon absorption for the band structure of any material is closely related to the imaginary portion of the dielectric function. A significant amount of imaginary dielectric function; it represents several inter-band transitions between VB and CB. From figure 7, the real portion is always higher than the imaginary part within the energy at 1.0 eV to 1.8 eV, and it must concluded that it is the energy storage materials than discharging potential materials which helps to elaborate their applications in MOSFETs and RRAM. In case of energy range from 2 eV to 4 eV the imaginary part shows higher value than real portion for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2.
3.4.5 Conductivity
A contact-free quantitative measurement sensitive to most charged reactions known as conductivity can be described in terms of band gap and electrical conduction at high (optical) frequencies[32]. Electronic conduction is nothing but putting electrons in the conduction band and by providing enough energy to an electron bound to the atoms this objective can be accomplished and can be made the electron free by breaking the bond. By shining the material with light this can easily be performed which photons do have an energy allowing the breaking of the bonds. In a solid state language, electrons can move from the valence to the conduction band by the support of photon leaving a hole in the valence band and an electrical conduction of the material will processed due to the free electron and hole. Figure 8 depicts the comparative study of the conductivity value of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 crystals. The conductivity values of both real and imaginary parts starting from almost zero at 0.0 eV. The real part of conductivity increased with a similar trend for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 in the energy range from 0 eV to 5.0 eV and reached conductivity real peaked value 2.8 and 3.0, but the conductivity value of Hf0.88Ge0.12O2 within energy range 1.0 to 3.0 eV is higher than HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2. On the other hand, the imaginary part values of HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 are gradually declined after Fermi energy in the energy range from 3.0 eV and reached conductivity imaginary peaked values-2.1and -5.0.
3.4.6 Loss function
There is a number of optical parameter but energy loss function is the most significant optical parameter which is nothing but the loss of photon energy during the reaction and which is denoted by L. During passing through the element electrons losses energy and here function L describes the impetuous energy loss of electrons. The plasma resonance and the corresponding frequency which is known as plasma frequencies are very much connected with the peaks of the L function [33]. This function has capability to cover the full energy range and has involvement in scattered elastic and non-scattered electrons and also in stimulating valence inter-band transitions or electrons in the outer shell of the atom [34].
Secondly, the loss function is a crucial part of optical properties which is composed of two regions of photon energy parts such as the lower photon energy part and higher photon energy part for crystal materials. The energy loss function is closely related to the dielectric function of the photocatalyst materials within the range of the dielectric theory validation. In the energy loss function dielectric function reflects the response of a semiconductor to an external electromagnetic perturbation. The calculated exploration of loss function values for HfO2, Hf0.88Si0.12O2, Hf0.88Ge0.12O2 and Hf0.88Sn0.12O2 illustrates in figure 9. It can be seen that loss function of Hf0.88Ge0.12O2 higher than HfO2, Hf0.88Si0.12O2, and Hf0.88Sn0.12O2.
3.5 Molecular electrostatic potential maps (EPM)
The sequence of charge distribution of a molecule due to the properties of the nucleus and the nature of the electrostatic potential energy can be revealed by the electrostatic potential map which is nothing but the charge distribution of molecules in three dimensions. An area of higher than average electrostatic potential energy indicates the presence of a physically powerful positive charge or a weaker negative charger. The positive charge of the nucleus established the high potential energy value point to the absence of negative charge (less screening of the nucleus), which means that there are fewer electrons in this area. The discussion is true with low electrostatic potential which point outs an abundance of electrons. This feature of electrostatic potential can also be extrapolated to molecules. This property of electrostatic potentials can be extrapolated to molecules as well. In the figures 10 (a) to 10 (d), the positive electrostatic potential regions are highlighted in blue (electrophilic sites), where red represents the nucleophilic invasion region. Positively charged regions are observed to be significantly higher than negatively charged regions, indicating that the electrophilic groups of these molecules are more attracted to nucleophilic.
3.6 Aquatic toxicity
Aquatic toxicity is the study of the effects of chemicals and other ethnographic and natural materials and the activity on aquatic organisms that affect communities and ecosystems through individual organisms. In case of the safety of the aquatic organism, the toxicity of used materials is the crucial fact before approval to use. To create a toxicity profile for the predicted bio-inorganic crystals, computational tools through various parameters, for example AMES toxicity, honey bees, rats and fish, carcinogenicity and inhibition have been implemented. There is no response to AMES toxicity except for all crystals. Second, there is no barrier nature by all crystals by any organism, so there is no chance of entering living cells to create damage or adverse effects for other diseases, even after entering the living cell, the carcinogenic effect is almost absent. On the other hand, Table 3 Shows that the solubility of these crystals is near to organic compounds near to -3.0 or below. The innovative feedback from these crystals is explained the effect of oxygen atoms that the solubility is changed due to change in the electronegative atoms in such a way that it does not depend on electro negativity but related to size. With increasing the size, it grows up, and similar to other parameters. Finally, it could be said that these crystals are the eco-friendly materials.
Table 3
Aquatic and non aquatic toxicity
|
AMES toxicity
|
Inhibition
|
Carcinogenicity
|
Water solubility, Log S
|
Acute Oral Toxicity, kg/mol
|
Oral Rat Acute Toxicity (LD50) (mol/kg)
|
Honey Bee Toxicity
|
Fish Toxicity pLC50 mg/L
|
T.Pyriformis toxicity (log µg/L)
|
HfO2
|
No
|
No
|
No
|
-3.6414
|
0.5170
|
2.6333
|
High
|
1.3987 (low)
|
0.5238 (High)
|
Hf0.88Si0.12O2
|
No
|
No
|
No
|
-3.8883
|
0.5163
|
2.6289
|
High
|
1.1513 (low)
|
0.6060 (High)
|
Hf0.88Ge0.12O2
|
No
|
No
|
No
|
-3.7058
|
0.5227
|
2.6338
|
High
|
1.3933 (low)
|
0.5277 (High)
|
Hf0.88Sn0.12O2
|
No
|
No
|
No
|
-3.7058
|
3.869
|
2.6338
|
low
|
1.3933 low
|
0.5277 (High)
|