1. Introduction
Silicon Dioxide (SiO
2) is well known as a desirable gate insulator, but it shows important limits for maintaining reliability when the thickness of the gate insulator becomes a few nanometers. Current leakage in the Complementary Metal Oxide–Semiconductor (CMOS) is significantly large for very thin SiO
2 films [
1,
2]. This leakage represents a serious problem from the viewpoint of the reliability of advanced electronic devices and the loss of electric power of materials. In this optic, the development of next-generation CMOS devices represents a very challenging point in the scaling down of their size. Thanks to its relatively high dielectric constant, large band gap, and good thermal and chemical stabilities, Hafnium Dioxide (HfO
2) represents one of the most promising candidates among many high-k materials [
3,
4].
It is known that HfO
2 can adopt different crystal structures in the solid state, along with the chemical physical properties depending on them. The monoclinic structure (space group
P21/c) (
Figure 1A) is known to be the most stable, and its dielectric constant is reported to be about 22 [
5]. In the monoclinic phase, oxygen atoms can be either three- or fourfold-coordinated, while the Hf atoms can be seven- or eightfold-coordinated. The orthorhombic phase with the space group of
Pca21 (
Figure 1B) represents another important metastable HfO
2 polymorph; this phase is widely recognized as the most responsible for ferroelectricity behavior [
6,
7]. On the other hand, higher dielectric constants, reaching about 30 [
8,
9] have been attributed to other metastable structures, such as the cubic (
Fm3m) (
Figure 1C) and the tetragonal (
P42/nmc) (
Figure 1D) examples. In these two phases, oxygen is fourfold coordinated, and the Hf atom is eightfold coordinated.
The correlation between the atomic displacements and the phase properties is of extreme significance to better understand the application of HfO
2 in the manufacture of advanced electronic devices. In this work, a massive and detailed investigation of the four different HfO
2 polymorphs has been conducted. Different aspects of different crystals, i.e., lattice parameters, cohesive energy, density of states (DOS), optical properties, and the effects of oxygen vacancies have been elucidated for each HfO
2 polymorph using different DFT methods based on generalized gradient approximation (GGA) for exchange correlation (xc) energy description [
10]. Since the DFT approach is reliable for ground state properties predictions, different studies indicate that the resulting HfO
2 band gap obtained by the GGA based DFT approach is about 3.65 eV, smaller than the experimental value of 5.7 eV [
11]. This means that correlation effects in HfO
2 cannot be ignored; for this reason, a computational strategy able to include the correlation effect with reasonable computational effort is represented by the GGA + U approach, in which the correlation effect is incorporated through on-site Coulomb interaction “U”. This method is based on the inclusion of some corrective terms that confer a qualitative improvement compared with the GGA based DFT approach for excited state properties such as DOS and optical properties [
12]. The GGA + U approach allows reproduction of experimental data in a more accurate way with respect to those obtained with the hybrid functional approach, requiring much lower computational costs [
13,
14].
For the mentioned reasons, the GGA + U method has been employed in this study in combination with the DFT GGA method. With the aim to better describe these strong Coulomb interactions, not only the on-site U for Hf 5d electrons, but also that for O 2p electrons have been considered [
15,
16]. Typically, the U correction is only applied on the d and f orbitals of metal entities. However, in certain cases the band gap is still underestimated if compared with the experimental result even with high U values. To obtain the ideal band structure, in addition to the d orbitals in transition metals (U
d), a few theoretical studies of the U effect on p orbitals (U
p) in oxygen have been discussed and has been shown to be crucial in oxides [
17,
18]. The choice of U values is not unambiguous. Though this could be extracted from first-principles calculations, it is nontrivial to determine its value a priori. Hence, U is often determined by fitting a specific set of experimental data, such as band gaps and structural properties and, in general, more than one U value can be used [
19]. It is known that the hafnium d orbital is too high in energy. On the other hand, the bottom of the conduction band is mainly composed of the oxygen 2p orbitals. It is very important to note that, since the GGA + U
p + U
d method aims to correct a localized electron in the d state in a correlated system, adding the parameter Hubbard U in the p-state is also a crucial step. For this reason, in this work Hf U
d and O U
p values have been respectively settled using on-site repulsion of 6 eV and 4 eV, respectively, fitting these values to the DFT approach adopted. In this way, the GGA + U formalism leads to an improved description of critical aspects such as electronic properties, as already reported in other studies of metal dioxides [
20].
Another important aspect to consider is the generation of point defects and impurities, that strongly affect the physical chemical properties of polymorphs and have a decisive impact on their performance in applications as semiconductor devices. For this reason, defects formation has been considered in this work, and in particular, the DFT + U approach has been used again to identify the effects of oxygen vacancies on the structural and electrical properties of HfO2 polymorphs. The DFT and DFT + U methods have been used to make an exhaustive comparison between the four polymorphs, underlining all possible differences on the basis of the properties of phases. The results obtained have shown a direct correlation between the chemical–physical properties of HfO2 systems and the atomistic positions, suggesting a way to study in detail the properties of different polymorphs to be used for engineering HfO2 based devices. Moreover, a direct comparison between the results obtained with and without the U values has been reported to underline the capabilities and the limits of both methods and the important and powerful combination between them.
2. Materials and Methods
The modelling of all HfO
2 polymorphs and all DFT and DFT + U calculations has been performed using the QuantumATK atomic scale modelling platform [
21]. The electron basis has been expanded in linear combination using the atomic orbital (LCAO) method for both Hf and O entities, resembling the SIESTA formalism [
22]. The Perdew-Burke-Ernzerhof (PBE) GGA density functional has been used for all simulations to estimate the electron exchange-correlation (xc) energy [
23]. The ionic cores have been represented by norm-conserving (NC) PseudoDojo pseudopotentials for both Hf and O atoms [
24]. For Hf, the 5d
2 and 6s
2 electrons have been explicitly treated as valence electrons, while the 2s
2 and 2p
4 electrons were the obvious valence electrons for O atoms. Pseudo-Dojo pseudopotentials are a modern NC type with multipole projectors for each angular momentum, with the aim to ensure high accuracy. Moreover, using this type of NC pseudopotential, the charge density of the electron core has been reproduced within a short-cut-off radius; this aspect is very important, because the xc energy is not linear, so the charge density in the core region could overlap with valence density when U values are included, leading to an underestimation of the xc energy. Correct on-site repulsion values have been calibrated, and the values of 6 eV and 4 eV to Hf
d and O
p valence electrons, respectively, have been chosen, allowing us to reproduce the bandgap values of HfO
2 (
Figure 2). All polymorphs have been modelled and periodic boundary condition (PBC) have been used along all axes to avoid problems with boundary effects caused by finite size and to reduce the calculation time, maintaining a high accuracy degree. The energy cut-off has been fixed at 1200 eV and the Brillouin-zone integration has been performed over a 15 × 15 × 15 k-points grid for the m-HfO
2, o-HfO
2, c-HfO
2, and t-HfO
2 polymorphs modelled. This set of parameters assure the total energy convergence of 5.0 × 10
−6 eV/atom, the maximum force of 1 × 10
−2 eV/Å, the maximum stress of 2.0 × 10
−2 GPa, and the maximum displacement of 5.0 × 10
−4 Å. The polarization of o-HfO
2 has been obtained by the modern theory of polarization [
25] and the Berry phase operator method [
26].
The DFT-GGA method has been used as first approach to obtain the optimized geometries and to compute the cohesive energy of HfO
2 polymorphs. In a second step, the calibrated U values are not indicated for geometry optimization and for cohesive energy calculations because of the explicit inclusion of terms for d electrons for the xc energy, which can underestimate this aspect for ground state phenomena such as those mentioned above. On the other hand, the inclusion of U values in calculation is suitable for the reproduction of excited states phenomena. For this reason, in the first step the canonical DFT approach has been used to compute ground state system properties such as lattice parameters and cohesive energy, and then U
d and U
p values have been included [
27]. The resulting DOS and optical properties of m, c, o, and t-HfO
2 obtained by means of GGA + U
d + U
p have been reported. Oxygen vacancies have been explicitly treated for all polymorphs putting two O atoms in the unit cell in a ghost configuration. This approach allows maintenance of the basic functions associated with the atoms selected when removing them to create the vacancies. The formation energy of a defect
X in charge state
q has been defined as:
Etot [Xq] is the total energy derived from a supercell calculation containing the defect X, and Etot [HfO2] is the total energy for the perfect crystal using an equivalent supercell. The integer ni indicates the number of atoms of type i (host atoms or impurity atoms) that have been added to (ni > 0) or removed from (ni < 0) the supercell to form the defect, and the μi are the corresponding chemical potentials of these species. Chemical potentials represent the energy of the reservoirs with which atoms are being exchanged. The analog of the chemical potential for “charge” is given by the chemical potential of the electrons, i.e., the Fermi energy EF. Finally, Ecorr is a correction term that accounts for finite k-point sampling in the case of shallow impurities, or for elastic and/or electrostatic interactions between supercells. All simulations have been carried out using the QuantumATK atomic scale modelling platform.
4. Discussion
The HfO
2 can exhibit different polymorphs, and the chemical physical properties of material are directly linked to the atomistic disposition. The polymorphs are defined by crystallographic space group symmetries, leading to the existence of many crystalline forms. Each of these could present peculiar properties that can influence the use of this material in small device fabrication. For this reason, the DFT-GGA approach has been used first for all HfO
2 phases to identify the geometry optimization and to compute the ground state cohesive energy. The first polymorph studied was m-
P21/c phase, and the obtained lattice parameters outlined an optimal accommodation of the atoms in the unit cell [
35,
36]. The second model investigated was the o-
Pca21 phase. Since more than one orthorhombic phase is known for HfO
2, the choice of the specific o-phase is due to the controversial origin of ferroelectricity for the HfO
2-based film stems, which is known to be related to the competition between the possible ferroelectric and non-ferroelectric HfO
2 phases [
37]. However, though many polar phases, such as the orthorhombic with space groups of
Pca21 and
Pmn21 [
38] and the rhombohedral phase with the
R3m space group, [
39] have been supposed as the possible origins of the ferroelectricity of HfO
2-based thin films, the orthorhombic phase with the space group
Pca21 is most widely recognized to be responsible for its ferroelectricity [
40,
41]. The origin of the ferroelectricity in HfO
2 is related to the formation of the non-centrosymmetric polar orthorhombic phase, as well as the
Pca21 o-polymorph. The displacement of four polarization-related oxygen atoms per unit cell (
Figure 9) leads to the polarization of o-HfO
2. DFT results showed optimal lattice parameters, detecting the asymmetry and the spontaneous polarization of the optimized model.
The cubic HfO
2 phase (space group
Fm3m) is fully characterized by a single lattice constant
a. The
a value for the perfect bulk c-HfO
2 has been obtained after geometry optimization, and the lattice parameters are in good agreement with other theoretical values [
42,
43,
44]. In particular, the DFT approach showed that only the Hf–O distance changed along with the structure being preserved. These Hf–O bond lengths are consistent with those obtained by means of experimental and computational works [
45]. The tetragonal t-HfO
2 has been also considered, since a series of phase changes from the t-phase or m-phase to the o-phase are possible [
46,
47,
48]. The DFT result suggested an optimization in the bond angles leading to a more suitable system configuration within the available space [
49]. With the aim to perform a rigorous comparison between DFT and DFT + U results, the lattice constants of systems have been obtained using both approaches (
Table 1). This comparison is very important to better describe the effects of the two treatments on the final simulated data The obtained results suggested that the addition of U terms to the xc energy led to an overestimation of the nanoparticle lengths of about 0.2 Å for all polymorphs, with an important discrepancy to the experimental data. This is due to the overlap of wavefunction of the valence electron described with xc energy, including U terms (U
d = 6 eV and U
p = 4 eV), with the all-core electron density described with NC PseudoDojo pseudopotentials. This overlap causes an underestimation of xc energy, leading to wrong lattice parameters. Even if the use of lower U values could give more reliable results, this comparison confirmed the reliability of the DFT-GGA approach for the investigation of ground state phenomena as lattice constant values, without the necessity to include corrective terms.
The DFT-GGA approach has been used to compute the cohesive energy of polymorphs. Each HfO
2 phase has a thermodynamic “internal energy”, which directly influences the behavior of different HfO
2 systems. The most stable phase detected was the m-polymorph, and this is directly linked to the angles and the bond distances optimized in the previous geometry computation. The ferroelectric o-phase resulted in a metastable phase in bulk crystals since the cohesive energy was close to the monoclinic
P21/c polymorph. The revealed distances between atoms and the asymmetric unit cell seems to stabilize the orthorhombic structure. For these reasons, the m- and the o-phases were shown to be the most stable polymorphs [
50]. Following a gradual increase in the cohesive energy, m-phase and o-phase would transform to the t-phase and then to the c-phase, which showed the highest cohesive energy, probably because the atoms are placed in a more constrained way due to non-optimized angle bonds. To conclude, from GGA calculation, HfO
2 shows different phase stability on the basis of the atom positions in the space, and this aspect is really important to predict the explicit properties of each polymorph. Even if some energy information is already known, this kind of investigation allowed us to have a starting point to investigate the energy effects of oxygen vacancies on polymorphs, as discussed below.
To better describe the excited state properties of different HfO
2 phases modelled, total and partial DOS have been computed including the U values in the DFT approach. Since the Hubbard U values computed under one set of technical assumptions cannot be used for different DFT calculations, the finding of the optimal values to use with the PseudoDojo library is of useful importance, since no data are present in the literature. In all four HfO
2 polymorphs studied, the Hf
4+ and O
2− entities do not change, meaning that, since U depends on the projectors used as well as other implementations, the same U values can be useful for different polymorphs [
50]. To be sure about this, bandgap values with and without U values have been reported, and optimal values have been obtained. Following the calibration of the U values to use, the effective Hubbard U in GGA + U calculation tended to upper shift the minimum conduction band to provide a larger gap between the lowest conduction band and the highest valence band, and this behavior has been observed for all four polymorphs. The chosen values of 6 eV and 4 eV for U
d and U
p, respectively, allowed us to obtain the correct shift for each polymorph, obtaining the optimal bandgap values found in the literature.
Focusing on the DOS simulated, the band structure tended to have a different appearance for all four systems. This suggests that the properties of HfO2 are defined by the short range rather than the long-range atomic ordering, and the absolute bandgap values calculated were in very good agreement with experimental evidence. The m- and o- polymorphs showed similar DOS profiles, which means that these first two phases showed some similarities, in line with an intrinsic stability detected in the cohesive energy computation. On the other hand, a lower bandgap value has been found for the c- phase, and this result could be in line with the lower stability of the phase, denoted with a higher cohesive energy then that observed for the previous systems.
Optical properties have been investigated comparing again the DFT and DFT + U approaches. Results showed that the peaks detected along the frequency range were the same using both methods, with an important difference in magnitude, because the optical properties detected with the DFT approach were always higher than the literature data, while the inclusion of U terms allowed reliable values. This result outlines the importance of including a U corrective term at this point of the investigation, confirming that canonical DFT calculations fail in accurate description of excited states phenomena such as electrical properties. Analyzing the differences between the polymorphs via the dielectric function investigation, an interesting similarity has been found between the e1 and e2 trend of o- and c-HfO2. In both cases, ε2 had more pronounced peaks around 90, 1050, and 1150 THz. This could be ascribed to the ferroelectric behavior of the o- polymorph, which should influence the response of the phase to the applied field. In fact, the spontaneous polarization of this polymorph is directly reflected to the behavior of the material in response to the simulated applied field. The t-HfO2 showed lower values of ε1, in line with a higher bandgap value with respect to the those observed for the other phases. Results suggested that the ε1 and ε2 values depend directly on the polymorph, where ε1 always assumed more intense values in o- and c-HfO2 phases, representing the greater polarization capacity of the material in these two phases. To verify the consistency of the dielectric functions simulated, the refractive index of m-HfO2 has been simulated and compared with other calculated data based on the use of the GGA + U method, and then showing a perfect agreement along the energy range of the applied filed. The magnitudes detected have been compared with experimental data, showing the reliability of the method and its capability to detect different responses of different polymorphs to an applied field.
Finally, the effects of the oxygen vacancies have been investigated following the DFT + U approach already used. The reason for this kind of approach is to identify if different polymorphs may have different aptitudes to suffer defects, because this directly influences the properties of polymorphs, leading to a loss of performance of semiconductor devices. The calculation of defect formation energy includes (i) vibrational (phonon) contributions, because the creation of a defect modifies the chemical bonds and thus the bond strength in its vicinity, (ii) electronic contributions, which are commonly small for semiconductors but can be sizable for metals, and (iii) magnetic excitations. As expected, different responses have been detected on the basis of different atoms’ displacement, and in particular the c-phase was the most prone to undergo vacant oxygens. The lower stability of the polymorph with respect to the other models could lead an intrinsic instability that is directly linked to a major propensity of the oxygen vacancies. On the other hand, the o-phase was the least subject to oxygen vacancies, possibly ascribed to the ferroelectric behavior of the o-polymorph, since the oxygen entities are directly involved in this behavior and the spontaneous polarization is directly linked to a strong overlap between the wavefunctions. The bandgaps structures showed important changes when the oxygen vacancies occurred, and the band gap value is narrowed along with increase in oxygen vacancy concentrations due to the delocalized states in the valence band. In more detail, the overlap of the nonlocalized oxygen vacancy states with valence band raises the position of the valence band, resulting in a band gap narrowing. These results clearly show that the band gap of all HfO2 phases decreased due to oxygen vacancies, and that all HfO2 polymorphs investigated showed a similar response to the oxygen vacancy onset.
5. Conclusions
HfO2 shows many polymorphs with different material properties. This large variation promises many prominent applications of HfO2 based devices. This work shows the potentialities of the atomistic simulation method exposed and the possibility of obtaining more and different information. In particular, a complete comparison of four different polymorphs has been reported using GGA and GGA + U methods in combination. Since some information is already known, a complete comparison of all the properties investigated between the four most important HfO2 most polymorphs is new. Moreover, the capabilities and the limits of the GGA and GGA + U methods used have been underlined, laying the foundations for their correct use and providing the elements to understand when to use different approaches, showing the correct way to combine them and their impact on the reliability of the final results. The optimal balance between the accuracy degree and reasonable simulation time required makes this combined method a valid alternative to more expensive simulation methods such as those based on semi-hybrid functionals, or purely ab-initio. The differences between monoclinic (P21/c), orthorhombic (PCa21), cubic (Fm3m), and tetragonal (P42/nmc) HfO2 polymorphs have been exhaustively discussed on the basis of transition phenomena between them. The DFT-GGA approach has been used to obtain lattice parameters of geometry optimized structures, and the results coincided well with the experimental value and other theoretical results. In addition, the computation of the cohesive energy, which depends on the specific polymorph, revealed that m- and o- HfO2 phases are observed as the most stable.
To better describe electrical properties that are correlated to the excited states of different polymorphs, the on-site Coulomb interactions have been included for 5d orbital of Hf atom and 2p orbital of O atom with the aim to solve the discrepancies between experimental and predicted excited states properties, improving the description of the electronic properties. Optimal bandgap values for all the four polymorphs have been obtained with Ud = 6 eV and Up = 4 eV, suggesting that these values are reliable to use in combination with the settled approach. The electron structure and optical properties of HfO2 phases have been calculated by the calibrated GGA + U method. Since the atomistic composition is always the same, the results obtained suggested different densities of states and bandgap values in relation to the polymorph, confirming the importance of investigating the atomistic effects on the materials properties. Differences between polymorphs have been also observed in the measuring of static dielectric constant value (ε0) and in the function of an applied field, since ε1 and ε2 had different trends in relation to the phase. Different ε0 values have been detected and features in ε1 and ε2 values have been identified in the high frequencies range for o- and c-HfO2 polymorphs. To better identify the role of U terms, lattice parameters and optical properties have been calculated using GGA and GGA + U, and the results have been compared and discussed.
Finally, the role of oxygen vacancies as electron acceptors has been investigated. The results suggested that oxygen vacancies play important roles in modulating the electrical activity of the HfO2 nanostructures, prompting a decrease in bandgap of different polymorphs. The defect formation calculation showed a peculiar propensity of the c-HfO2 phase for oxygen vacancies, while the o-HfO2 resulted was the least prone to these kinds of defect. The changing in the bandgap structures did not outline different responses of different phases, showing an increase in the number of the valence and conduction bands and a narrowing in the bandgap values for all systems. All these findings provide further insight into the influences of oxygen defects observed in HfO2 structures outlining the importance of the first principal calculations; in particular, the combined approach of GGA and GGA + U methods can be used as a guideline for engineering HfO2 based devices, accurately predicting their properties before production.