α-Al2O3 is renowned for its extensive bandgap and diverse applications in electronic and optoelectronic devices. Employing density-functional theory-based methods, this study investigates the feasibility of chalcogen doping (S, Se, Te) in α-Al2O3. Standard modeling tools are utilized to construct α-Al2O3 supercells, focusing on the calculations of individual chalcogen-related and native point defects resulting from single-atom doping. Our analysis systematically explores the formation energies and transition levels associated with chalcogen (S, Se, Te) doping in oxygen (or aluminum) sites in Al-rich (or O-rich) limits. We observe a trend where increasing atomic number (from S to Te) correlates with a higher difficulty in forming anion-doped α-Al2O3, but a lower barrier to cationic doping. The results indicate a preferential substitution of chalcogen atoms for aluminum in O-rich environments. Specifically, in varying oxygen conditions, the dominant defect types, their prevalence, and defect formation energies in α-Al2O3 are significantly altered following chalcogen doping, offering new insights into defect processes in α-Al2O3.

Aluminum oxide (Al2O3), commonly recognized for its application in high-κ gate oxides,1 planar optical waveguides,2 and nonlinear optical devices,3 is an exemplary material in advanced technology. Specifically, its widespread applications in III-nitride and gallium oxide-based materials and devices highlight its critical importance at the forefront of materials science and engineering.4–7 It is noted for exceptional physical properties, including a substantial bandgap energy (Eg) of approximately 9 eV,8 a high dielectric constant (ε) of around 9,9 and remarkable thermal stability. These characteristics make it a pivotal material in various domains such as power electronic devices,10–12 aerospace, and defense industries.13 Al2O3 derives its exceptional properties from its stable ionic crystal structure and the electronic nature of its constituent atomic species. Specifically, its corundum structure R 3 ¯ c space group ensures stability and availability in high-quality, large-scale wafers, thanks to the cost-effective melt-based growth techniques.14,15

While high-quality Al2O3 can be grown efficiently in large-scale wafers, fabricating nanoscale devices demands meticulous control over defects and impurities, as pristine surface quality is critical. In Al2O3, any defects, including native defects and impurities, contribute to defect levels in the band structure, a phenomenon well-documented across numerous studies.16–18 Such energy levels are responsible for various effects, including optical absorption, generation, and compensation of carriers, and facilitate carrier transport through mechanisms such as hopping and tunneling.18 The presence of carrier traps and fixed charges is primarily ascribed to inherent point defects within the oxide dielectric layer, frequently situated at or adjacent to the interfaces.17,19,20 The defect structure of Al2O3 profoundly influences its electrical and optical properties. Intrinsic defects, especially oxygen vacancies and aluminum interstitials, notably affect the material's dielectric properties and its performance in devices.21 Understanding the interaction between these intrinsic defects and the electronic states of Al2O3 is essential, particularly for applications in fields of electronics and optoelectronics. For instance, in Al2O3, the introduction of substitutional silicon, which possesses four valence electrons, may serve as a donor upon substituting an aluminum atom.22 However, the literature regarding the properties of chalcogen elements doped α-Al2O3 remains limited. The adoption of extrinsic doping methods using chalcogen elements presents a viable approach to customizing the electronic and optical properties of Al2O3, thus expanding its potential applications and enhancing its performance in various technological contexts.

Investigations of α-Al2O3 native defects have been widely studied.16,23–25 However, some studies have employed local density approximation or generalized gradient approximation, resulting in inaccurate estimations of the Al2O3 bandgap.24,25 This has made precise prediction of defect-level relation to the band edges challenging. To address these discrepancies, our study employs hybrid functionals. This methodology provides a more precise estimation of band structures and defect-level positions within wide-bandgap semiconductors. Despite the advantages, hybrid functionals have limitations in studying complex defect systems due to strong correlations in defect states. This study investigated native point defects in α-Al2O3, examining defect formation energies and transition level positions. Exploration of chalcogen elements such as sulfur, selenium, and tellurium as dopants in Al2O3 is motivated by their potential to modify the electronic and optical properties of materials.26,27 Unlike traditional dopants, chalcogens offer an opportunity to enhance the functionalities of Al2O3 in electronic and optoelectronic devices due to their ability to introduce new defect states and alter band structures. The literature on the integration of chalcogens with sapphire, a form of Al2O3, is sparse,7 indicating that this research could open new avenues in the development of advanced III-oxide-based devices.

In this work, our study ventures into a detailed examination of α-Al2O3, a material distinguished by its extensive bandgap and versatile applications across electronic and optoelectronic domains. The utilization of density-functional theory-based methods facilitates a comprehensive exploration of the properties of α-Al2O3 when doped with chalcogens (S, Se, Te). Leveraging standard modeling tools, we constructed supercells of α-Al2O3 to enable meticulous calculations of both chalcogen-related and native point defects. Our analytical focus zeroes in on the formation energies and transition levels associated with chalcogen (S, Se, Te) doping in oxygen (or aluminum) sites in Al-rich (or O-rich) limits. The trend we discerned, where an increase in atomic number from S to Te correlates with a heightened challenge in forming anion-doped Al2O3 yet a reduced barrier to cationic doping, opens new avenues in understanding dopant behavior in such materials. Furthermore, the study reveals a proclivity for chalcogen atoms to substitute for Al in O-rich limits, a finding that could have significant implications for the fabrication and optimization of electronic and optoelectronic devices. This investigation, therefore, not only extends the corpus of knowledge in the field of semiconductor physics but also paves the way for novel applications and technological advancements in the use of α-Al2O3.

In this research, we employ the Vienna Ab initio Simulation Package (VASP) for our computational analysis, leveraging the principles of DFT. VASP utilizes the projector augmented-wave (PAW) pseudopotential approach. Plane wave cutoff energy is established at 520 eV for all computational tasks. For structural optimization, the generalized gradient approximation Perdew–Burke–Ernzerhof (GGA-PBE) functional is applied, targeting a convergence threshold of 1 × 10−5 eV/atom. Band structure calculations are conducted using the HSE06 hybrid functional, setting the mixing parameter at 0.32. This parameterization results in a calculated bandgap of 8.87 eV (total energy −293.28 eV) for α-Al2O3, closely aligning with the experimental values reported as 8.8–9.4 eV.28,29 Our computed lattice parameters, a = 4.73429 Å and c = 12.89 Å, are in near-perfect agreement with the experimental findings of a = 4.76 Å and c = 12.99 Å.30 Furthermore, the calculated Al–O bond lengths, 1.84 Å for the shorter bonds and 1.96 Å for the longer ones, correspond well with the experimental measurements of 1.86 and 1.97 Å, respectively.30 

Our methodology demonstrates a strong correlation with experimental data, as evidenced by the alignment of our calculated bandgap values with those obtained experimentally. For the simulation of isolated defects, we utilize a 240-atom cubic supercell, which is constructed using the Defect and Dopant ab initio Simulation Package (DASP).31 In this work, substitutions are performed randomly, as all O and Al atoms in the Al2O3 crystal structure possess identical coordinates due to R 3 ¯ c symmetry.7, Figure 1 illustrates the resultant supercell structure, highlighting the spatial configuration post-doping. Corresponding concentration of cation substitution is 1.04% and anion substitution is 0.69%. This doping concentration is comparable to those observed experimentally.32,33 In our supercell computations, especially for structures with defects, the charge range estimation procedure relies on the eigenvalues calculated for neutral defects at the Gamma point. Electronic configurations of the chalcogen dopants, specifically s and p orbitals, are carefully considered in our simulations. We take spin polarization into consideration, accommodating different defect charge states, which enhances the complexity and accuracy of our computational model. The formation energy of defect D in charge state q is defined as follows:34,35
(1)
where Etotal(Dq) presents the total energy of a supercell containing defect D in charge state q, while Etotal(Al2O3) denotes the total energy of a 240-atom Al2O3 supercell without defects. The term ni denotes the number of atoms of type i introduced (ni> 0) or extracted (ni< 0) from the pristine crystal. The computed bond length of the O2 molecule is 1.23 Å, respectively, which is consistent with the experimental and calculated values (1.21, 1.20 Å).36, μAl and μO are the relative chemical potential energies of the corresponding elemental materials, expressed as 2μAl + 3μO = ΔHf(Al2O3). For example, in O-rich limits, μO is set to zero and μAl equals half the formation enthalpy of Al2O3,   μ Al = 1 2 Δ H f ( A l 2 O 3 ). Conversely, in Al-rich limits, μO is a third of the formation enthalpy, μ O = 1 3 Δ H f ( A l 2 O 3 ). The Fermi level (ɛF) is set in reference to the valence band maximum (VBM). Δq serves as a correction factor designed to harmonize the electrostatic potential interactions between bulk and defect supercells, which are introduced by supercell approximation.37 To ensure the validity of comparing eigenvalues between bulk and defect supercells, it is crucial to align the electrostatic potentials of these periodic supercells.38 In this study, we employ the Freysoldt, Neugebauer, and Van de Walle (FNV) correction method for charged defect calculations, as detailed in our Eq. (1), which aligns the Fermi level ɛF = 0 with the bulk VBM and ensures accurate electrostatic potential alignment between bulk and defect supercells.37,39 Additionally, the potential adjustments are based on the atomic site potential method proposed by Kumagai and Oba,40 which provides a more localized correction approach compared to the traditional planar averages. The correction of potential alignment is automatically included.
FIG. 1.

Crystal structure of α-Al2O3 supercells with defects. Chalcogen elements (a) substituting aluminum sites, (b) occupying oxygen sites.

FIG. 1.

Crystal structure of α-Al2O3 supercells with defects. Chalcogen elements (a) substituting aluminum sites, (b) occupying oxygen sites.

Close modal
The transition level of a defect is defined by the Fermi level below which the defect maintains most stability in charge state q, and above which the same defect is stable in charge state q’. The transition state can be derived by
(2)
where the expression Ef (Dq; ɛF = 0) represents the defect formation energy for a specific charge state q when the Fermi level (ɛF) is aligned with the VBM. This formulation is crucial in the study of semiconductor physics, particularly when analyzing the energetics and stability of defects in a crystal lattice.

For ensuring the validity and accuracy of our computational modeling, including the use of a single gamma point approximation, we perform a detailed analysis of the intrinsic defects in alumina. This step is crucial for benchmarking our methodology against the established theoretical and experimental data. In our comprehensive analysis of native point defects within α-Al2O3, we meticulously examine several defect types: (i) vacancies, including aluminum vacancy (VAl) and oxygen vacancy (VO); (ii) interstitials, specifically aluminum interstitial (Ali) and oxygen interstitial (Oi); and (iii) antistites, encompassing aluminum on oxygen site (AlO) and oxygen on aluminum site (OAl). For Ali and Oi, the interstitial sites are located at the largest void regions within the crystal structure while simultaneously accounting for Coulombic repulsions, thus determining the feasible interstitial positions for both cationic and anionic species.31 This analysis delves into the energetics of these point defects in α-Al2O3, particularly under charge neutrality conditions to determine the most stable defect configurations.

Figures 2(a) and 2(b) illustrate the formation energies of these native defects, plotted against the Fermi level in Al-rich and O-rich limits, respectively. Our findings show substantial concordance with the prior studies conducted by Choi et al., employing similar HSE mixing parameters 0.32,16 with minor discrepancies potentially stemming from differing calculations in Futazuka et al.'s study.29 The permissible range of the Fermi level in α-Al2O3 is constrained by the necessity for charge compensation in the presence of charged defects.41 In Fig. 2(a), in the Al-rich limit, our analysis indicates that Ali (Ali1, Ali2, Ali3) near the valence band manifests the lowest formation energies. This trend is complemented by relatively low formation energies for VO, aligning with the prevalent notion in the existing literature that VO is ubiquitous in common oxides.42–44 As the Fermi level ascends toward the conduction band, the formation energy for VAl becomes minimal, dominating the defect landscape, which is in agreement with previous studies.16 However, for OAl defects, our findings suggest that their formation is energetically unfavorable across the entire Fermi level range. The same observation closely mirrors the behavior of Oi (Oi1, Oi2, Oi3), predominantly due to the prevailing Al-rich limit, corroborating earlier research findings.29 In O-rich limits, as depicted on the right side of Fig. 2(b), VAl emerges as the predominant defect species with lower formation energy. Here, Ali is more energetically favored near the valence band. The formation energy of AlO defects ranks the highest, followed by that of Ali, indicating a marked difficulty in the formation of aluminum-related point defects in the O-rich limit. This is in line with the established understanding of defect formation energetics in α-Al2O3.

FIG. 2.

Formation energies of native point defects in Al2O3 as a function of the Fermi level under (a) Al-rich and (b) O-rich limits.

FIG. 2.

Formation energies of native point defects in Al2O3 as a function of the Fermi level under (a) Al-rich and (b) O-rich limits.

Close modal

The slopes in Figs. 2(a) and 2(b) signify the charge states of α-Al2O3 native defects, highlighting the most energetically favorable states. Figure 3 further details these transitions and associated charge states, clarifying the defect thermodynamics. Our comprehensive analysis reveals that VAl and Oi predominantly act as deep acceptors, while Ali is characterized as a deep donor. VO, on the other hand, demonstrates a dual role, functioning as either a donor or an acceptor contingent on the Fermi level, as illustrated in Fig. 3. Regarding the acceptor levels of VAl, the transitions (2+/1+), (1+/0), (0/1−), (1−/2−), and (2−/3−) are located at 0.53, 1.03, 1.67, 2.23, and 2.28 eV above the VBM, respectively. This categorizes VAl as a deep acceptor, characterized by high formation energies when close to the VBM. However, the relatively lower formation energies at higher positions within the bandgap, in both O-rich and Al-rich limits, indicate that VAl is a predominant acceptor-type defect. In the case of Oi, we observe close formation energy values for the three configurations (Oi1, Oi2, Oi3). Specifically, for Oi, the (0/1−) and (1+/0) transition levels are positioned at 3.48 and 1.76 eV above the VBM, respectively, while for Oi2, the (1+/0) transition level is situated at 1.10 eV, closer to the VBM. In the bandgap of α-Al2O3, VO exhibits both donor and acceptor characteristics. Specifically, VO presents a donor–acceptor transition level (2+/1+) at 3.71 eV and (1+/0) at 4.34 eV above the VBM. On the other hand, Ali predominantly acts as a donor within α-Al2O3. The donor transition levels of Ali are situated near the conduction band minimum (CBM), with the (3+/1+) level at 1.87 eV and a notable (1+/1−) level at 1.03 eV below the CBM. Notably, the formation energies of these donor defects, Ali, and VO, are lower when the Fermi level is positioned toward the lower part of the gap. This indicates that Ali and VO are the primary compensating donors in α-Al2O3. Their roles in charge compensation are critical to the electronic properties of the material, especially in contexts where Fermi level manipulation is essential.

FIG. 3.

Transition level of native point defects in Al2O3.

FIG. 3.

Transition level of native point defects in Al2O3.

Close modal

Both neutral and various charged states (4−, 3−, 2−, 1−, 0, 1+, 2+, 3+, 4+) of substitutional doping are simulated in this study. The formation energy of chalcogen element related defects is shown in Fig. 4. In Fig. 4(a), in the Al-rich limit, anionic doping (chalcogen substituting for oxygen) exhibits significantly lower formation energies compared to cationic doping (chalcogen substituting for aluminum). This indicates a preferential substitution of chalcogens for oxygen atoms. The sequence of formation energies, S < Se < Te, indicates increasing difficulty for anionic doping with Se and Te in α-Al2O3. Notably, SeO has the lowest formation energy near the VBM, highlighting its relative ease of formation under these conditions. This behavior aligns with the elemental trends of chalcogens, where a higher atomic number corresponds to an increase in ionic radius and a decrease in electronegativity, favoring anionic over cationic substitution. Consequently, the higher formation energies of SAl, SeAl, and TeAl make them less stable and less likely to form. In contrast, TeO exhibits the highest formation energies due to its large atomic radius, whereas SO forms more readily due to the generally lower formation energies of oxygen substitutional defects in the Al-rich limit. The formation energies stay negative until ɛF values reach 0.33 (SO), 0.35 (SeO), and 0.12 (TeO) eV for Al-rich conditions, and 2.25 (SAl), 1.89 (SeAl), and 2.54 (TeAl) eV for O-rich conditions, respectively, further illustrating the distinct stability profiles of these dopants under varying chemical environments.

FIG. 4.

Formation energies of chalcogen elements related point defects in Al2O3 as a function of the Fermi level under (a) Al-rich and (b) O-rich limits.

FIG. 4.

Formation energies of chalcogen elements related point defects in Al2O3 as a function of the Fermi level under (a) Al-rich and (b) O-rich limits.

Close modal

Figure 4(b) demonstrates that under O-rich conditions, cationic doping with S and Se (substituting for Al) results in significantly lower formation energies compared to anionic doping, highlighting a clear preference for the substitution of aluminum with S and Se elements. The formation energy increases with the atomic number among the chalcogens, indicating that anionic doping with S is more facile than with Se. Consistently, both SAl and SeAl exhibit relatively low formation energies, aligning with the behavior observed for TeAl. The notably negative formation energies for cationic doping with S and Se imply the feasibility of introducing S- or Se-doped α-Al2O3 under O-rich conditions. In both Al-rich and O-rich environments, TeO is distinguished by its consistently high formation energy, attributed to the substantial ionic radius of tellurium, which elevates the energy required for its integration into the lattice. Under n-type conditions, where ɛF is closer to the CBM, TeAl is identified as the most stable dopant. Conversely, under p-type conditions, with ɛF near the VBM, the formation energies for substitutional chalcogens (SAl, SeAl, and TeAl) become negative in O-rich conditions, indicating their stability.

As depicted in Fig. 5, the transition levels for SAl, SeAl, and TeAl dopants are observed near the conduction band. However, it remains ambiguous whether SAl and SeAl act unequivocally as donors or acceptors, as this behavior is highly dependent on the position of the Fermi level. TeAl exhibits a versatile electronic character in α-Al2O3, functioning as both a deep donor and a deep acceptor. This dual behavior is evidenced by its charge states, with the (1+/0) transition occurring at 5.60 eV, indicative of its donor capability, and the (0/1−) transition at 5.78 eV, characteristic of an acceptor role. For O related defects such as SO, SeO, and TeO, the transition levels from their neutral to the nearest positively charged states are found to be 2.07, 2.68, and 4.11 eV, respectively. The absence of transition levels from a neutral to a negatively charged state in SO, SeO, and TeO suggests that these defects are unlikely to function as acceptors within the material.

FIG. 5.

Transition level of native point defects in Al2O3.

FIG. 5.

Transition level of native point defects in Al2O3.

Close modal

Figure 6 presents the charge density distribution in the 〈010〉/〈100〉 plane of the α-Al2O3 structure, with the c-axis oriented perpendicular to the plane of the paper. Figures 6(a)6(c) depict the planar charge density for various defect types: pristine aluminum oxide at the oxygen site, OAl, and AlO antistites defects, focusing specifically on the charge density of the oxygen layer. In Figs. 6(d)6(f), the focus shifts to cationic doping where chalcogen elements substitute for aluminum. Here, the charge density distribution is centered around the chalcogen dopant, serving as a reference for visualizing alterations in the local charge environment. Figures 6(g)6(i) illustrate the charge density for anionic doping, where chalcogens replace oxygen atoms, with particular attention to charge distribution in the plane where the substituted oxygen atom is located. This method of illustration is adopted to depict the planar charge density distribution more clearly. Notably, Fig. 6(b) demonstrates a charge concentration phenomenon at OAl antistites, highlighting an area that was previously charge-devoid. This is primarily due to the increased propensity for charge localization at the oxygen atomic sites. Conversely, Fig. 6(c) shows a notable charge depletion, indicative of the changes brought about by AlO antistites. From the observations in Figs. 6(d)6(f), it become apparent that the substitution of Te for Al leads to a distinctly higher concentration of charge at the neighboring oxygen sites, compared to similar substitutions by S and Se. In the case of anionic doping, shown in Figs. 6(g)6(i), an increase in atomic number correlates with a more pronounced charge deficiency. However, this does not significantly alter the charge density distribution in the adjacent oxygen atomic layers.

FIG. 6.

Charge density of (a) α-Al2O3, (b) and (c) intrinsic antistites defects (OAl, AlO), and (d)–(i) chalcogen substitution defects in α-Al2O3 (SO, SeO, TeO, SAl, SeAl, and TeAl).

FIG. 6.

Charge density of (a) α-Al2O3, (b) and (c) intrinsic antistites defects (OAl, AlO), and (d)–(i) chalcogen substitution defects in α-Al2O3 (SO, SeO, TeO, SAl, SeAl, and TeAl).

Close modal

Figure 7 delineates the densities of states (DOS) for pristine alumina, intrinsic antistites defects (AlO, OAl,), and chalcogen substitution defects in α-Al2O3 (SO, SeO, TeO, SAl, SeAl, and TeAl). The DOS profiles, whether intrinsic or defect-induced, are primarily defined by O 2p and Al 3s orbitals. As Figs. 7(a)7(c) demonstrate, the conduction band edges of intrinsic alumina, along with AlO and OAl defects, are predominantly composed of Al 3s orbitals. In contrast, O 2p orbitals majorly contribute to the valence band edges. The impact of chalcogen element doping on α-Al2O3's DOS is examined in Figs. 7(d)7(i). In general, after chalcogen doping, distinct and non-continuous peaks within the bandgap are introduced even though the DOS profiles of Al and O orbitals exhibit minimal alterations. O 2p orbitals maintain their dominance at the valence band edge, whereas the conduction band edge continues to be largely influenced by Al 3s orbitals. Interestingly, the peaks introduced in the bandgap exhibit different profiles for cationic site and anionic site substitution.

FIG. 7.

DOS of (a) pristine α-Al2O3, (b) and (c) intrinsic antistites defects (AlO, OAl,), and (d)–(i) chalcogen substitution defects in α-Al2O3 (SO, SeO, TeO, SAl, SeAl, and TeAl).

FIG. 7.

DOS of (a) pristine α-Al2O3, (b) and (c) intrinsic antistites defects (AlO, OAl,), and (d)–(i) chalcogen substitution defects in α-Al2O3 (SO, SeO, TeO, SAl, SeAl, and TeAl).

Close modal

Figures 7(d)7(f) illustrate that cationic doping with S 3p, Se 4p, and Te 5p induces the emergence of new discontinuous bands within the bandgap. This occurrence is associated with spin polarization effects following the substitution of Al, resulting in an asymmetry in the partial density of states. This asymmetry, influenced by the substitution of Al, modifies the electronic structure and charge distribution within the lattice. Chalcogen cationic doping is seen to induce sharp, localized gap states, as observed in Figs. 7(d)7(f), emanating from the s states of chalcogen dopants and the 2p states of adjacent oxygen atoms.

On the other hand, Figs. 7(g)7(i), focusing on anionic doping with chalcogen elements, show that such doping does not lead to spin polarization. Specifically, Al 3s orbitals remain largely unchanged, residing near the conduction band edge. The DOS in this scenario is characterized by three distinct peaks near the valence band edge, originating from the S 3p, Se 4p, and Te 5p orbitals. These orbitals split into three localized gap states, distributed almost evenly across the gap, closely aligning with the results of Zheng et al.45 

DOS profiles shown in Fig. 7 revealed that chalcogen doping results in localized states within the bandgap of Al2O3 with a certain degree of hybridizations of O 2p orbitals and chalcogen p orbitals across the energy range. With the localized states emerging within the energy bandgap and near the band edges, it is possible that chalcogen-doped Al2O3 can be used to engineer the band profile for deep ultraviolet and beyond photodetector applications. As the work on chalcogen-doped Al2O3 remains extremely limited at present, we hope that such a work could offer an intriguing perspective and paves the way for future exploration into the optoelectronic properties of chalcogen-doped α-Al2O3.

Our investigation into the native point defects and chalcogen doping of alumina (α-Al2O3) has provided comprehensive insights into the material's defect chemistry. Results of α-Al2O3 reveal that formation energies of native defects, consistent with prior studies, vary with the Fermi level and chemical environment, highlighting Ali and VO low formation energies in Al-rich conditions and VAl dominance in O-rich limits. Subsequent analysis under Al-rich conditions demonstrates a pronounced preference for anionic doping, with SeO displaying notably low formation energies near the VBM, indicative of its favorable formation. Contrastingly, in O-rich environments, the results favor cationic doping with S and Se, suggesting that these dopants are more viable under such conditions. However, the consistently high formation energy of TeO, attributed to tellurium's extensive ionic radius, poses challenges for its lattice integration. Charge density analysis further illuminates the spatial distribution of electrons, highlighting regions of electron concentration and depletion associated with various defects. DOS results underscore the significant impact of chalcogen p orbitals' role in the electronic structure, with discrete peaks observed. These findings not only deepen our understanding of the intrinsic and extrinsic defect landscapes in α-Al2O3 but also underscore the potential for engineering its electronic and optoelectronic properties through selective doping. The distinct behavior of dopants under varying chemical conditions invites further exploration to fully harness the capabilities of alumina-based materials for advanced applications.

The work is supported by C. K. Tan start-up fund from Hong Kong University of Science and Technology (Guangzhou). NSF-IUCRC Project (Grant No. 5AN398) and Guangzhou Municipal Science and Technology Project (Nos. 2023A03J0003 and 2023A03J0013). The authors used ChatGPT to revise their original text. We gratefully acknowledge HZWTECH for providing computation facility.

The authors have no conflicts to disclose.

Yimin Liao: Conceptualization (equal); Data curation (equal); Funding acquisition (equal); Investigation (equal); Methodology (equal); Visualization (equal); Writing – original draft (lead). Hanzhao Song: Conceptualization (supporting); Formal analysis (supporting); Investigation (equal); Methodology (equal). Zhigao Xie: Software (equal). Chuang Zhang: Formal analysis (equal); Funding acquisition (equal). Zhuolun Han: Resources (supporting); Validation (supporting). Yan Wang: Data curation (supporting); Formal analysis (supporting). Chee-Keong Tan: Conceptualization (lead); Data curation (equal); Supervision (lead); Writing – review & editing (lead).

The data that support the findings of this study are available from the corresponding authors upon reasonable request.

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