1. Introduction
Advanced ceramics have emerged as indispensable materials for applications that demand exceptional mechanical, thermal, and chemical stability under extreme operating environments [
1,
2,
3]. Their widespread integration into aerospace propulsion systems, high-temperature energy conversion devices, cutting tools, and biomedical implants stems from their ability to retain performance over long service lifetimes, where metallic alloys or polymers fail [
4,
5]. Among these, zirconia (ZrO
2) stands out as a material of enduring technological and scientific interest, combining high fracture toughness for a ceramic, excellent wear resistance, low thermal conductivity, and corrosion resistance [
6,
7,
8,
9]. These attributes have enabled their deployment in structural components, thermal barrier coatings, solid oxide fuel cells, oxygen sensors, and dental restorations [
4,
10,
11,
12].
The versatility of ZrO
2 is rooted in its polymorphic nature. At ambient pressure, it exists in three principal crystalline modifications: the monoclinic phase (m-ZrO
2), stable from room temperature to ~1170 °C; the tetragonal phase (t-ZrO
2), stable up to ~2370 °C; and the cubic phase (c-ZrO
2), stable to the melting point at ~2680 °C [
13,
14]. Transitions between these phases are martensitic in nature and involve volume changes that can generate beneficial transformation toughening or cause detrimental microcracking, depending on the context [
13,
15]. While phase stability is classically considered a function of temperature and composition (e.g.,
dopants such as Y2O3 or CeO2), it is now well established that mechanical and microstructural factors, such as grain size, defect density, and internal stresses, play equally critical roles [
16,
17,
18].
Mechanical activation through high-energy ball milling is a particularly effective means of altering the structural state of ZrO
2. Repeated fracturing and cold-welding events during milling generate a high density of lattice defects, accumulate significant micro strain, and reduce crystallite sizes to the nanometer regime [
19,
20]. In many oxide ceramics, such intense mechanical processing can induce disordering, partial amorphization, or even polymorphic transformations without the application of external heat. For zirconia, prolonged milling has been reported to destabilize the monoclinic phase, thereby promoting transitions toward tetragonal or cubic symmetry, depending on the severity of the deformation and the presence of impurities or stabilizers. The resulting microstructures are often highly metastable, with thermodynamic and kinetic characteristics that differ substantially from conventionally processed material [
21]. Further, post-processing, such as sintering and densification, is also known to impact the microstructures and properties of ZrO
2 powders [
22].
Further, annealing such mechanically activated powders offers a means to probe and control the stability of these nonequilibrium states. Upon heating, stored strain energy can be released through recovery and recrystallization, accompanied by defect annihilation and grain coarsening. In zirconia, this process may also involve phase reversion to the equilibrium monoclinic form or further transformation toward higher-symmetry structures, if thermodynamically favored [
14]. The interplay between the initial defect structure generated by prolonged milling and the subsequent thermal evolution determines the final phase composition and microstructural features. Despite numerous studies on mechanically induced phase transformations in ZrO
2, a comprehensive understanding of how extended mechanical activation interacts with annealing in undoped m-ZrO
2, particularly in the regime of extreme deformation, remains incomplete. In our previous work, we reported on the structural and catalytic property evolutions in ball-milled monoclinic ZrO
2, and showed that milling the samples for ~40 h initiates the tetragonal phase formation [
20]. It would be interesting to see the evolution of the structure with ball milling beyond 40 h, as well as further changes with annealing, which could help understand the behavior of strained crystals at extreme deformation.
This knowledge gap is significant for both fundamental and applied reasons. Fundamentally, ZrO
2 represents a model ceramic system for studying the energetics of phase stability under far-from-equilibrium conditions. From an application standpoint, tailoring ZrO
2 microstructures through controlled mechanical–thermal processing could enable optimization of properties such as toughness, thermal conductivity, and dimensional stability, all of which are crucial for high-performance components in harsh environments [
3,
14]. For example, in thermal barrier coatings, controlling the phase composition and defect content directly influences the thermal cycling resistance; in biomedical implants, phase stability impacts long-term reliability in vivo [
4,
5].
The present work is motivated by the need to elucidate the structural evolution of monoclinic ZrO2 under conditions of prolonged high-energy ball milling followed by systematic annealing. Specifically, the objectives are as follows: firstly, to investigate the extent of crystallite refinement and phase modification in m-ZrO2 subjected to extended milling durations; and, secondly, to examine the recovery, recrystallization, and phase stability of the severely deformed microstructure upon annealing at a high temperature. By correlating microstructural and phase evolution with processing history, this study seeks to provide deeper insight into the synergistic effects of mechanical and thermal processing on ZrO2,, and the outcomes are expected to contribute toward the rational design of ZrO2-based ceramics with controlled defect structures and enhanced functional performance.
3. Results and Discussion
3.1. Understanding Phase Evolution Through XRD Analysis
The X-ray diffractograms in
Figure 2a illustrate the structural modifications in unmilled and milled ZrO
2. The
0h-B sample exhibits sharp and well-defined peaks characteristic of monoclinic ZrO
2 (ICDD # 00-036-0420), as shown in
Figure 1. After 80 h of ball milling, the diffraction peaks broaden considerably, and the peaks with low intensity start to vanish. Notably, a new peak emerges near ≈30.24° (♦), which was absent in the
0h-B sample, as can be seen clearly in
Figure 2b. A comparison with the standard data indicates that this peak corresponds to the tetragonal ZrO
2 (ICDD # 00-042-1164) and confirms the nucleation of a tetragonal phase in this sample. With further milling to 120 h (
120h-B), this peak becomes relatively more intense, confirming progressive growth of the tetragonal phase fraction with extended milling. The concurrent reduction in intensity and increased peak broadening with milling time is attributed to crystallite size reduction and accumulated lattice strain during extended milling. To resolve overlapping features in the 27–33° region, Gaussian peak fitting was performed, as shown in
Figure 2c, which confirmed the coexistence of monoclinic and tetragonal phases. The integrated area of the tetragonal component increases with the milling duration, signifying a milling-driven monoclinic-to-tetragonal transformation.
The crystallite size, calculated using the Scherrer equation, decreases markedly with milling, as expected for severely deformed systems. The
0h-B sample has an average size of ~31 nm, which reduces to ~8 nm and ~6 nm for the
80h-B and
120h-B samples, respectively (calculated for the intense m-ZrO
2 peak). At reduced crystallite dimensions, surface energy becomes increasingly dominant, promoting the non-equilibrium process to take place favoring the high-temperature tetragonal phase even at ambient conditions. Moreover, grain-size-dependent studies in ZrO
2 have shown that smaller grains lower the driving energy barrier for the tetragonal-to-monoclinic transition and shift phase transformation temperatures in these materials. Further, in addition to the crystallite size reduction, the ball milling process is also expected to be accompanied by increased microstrain, as the ball milling is known to induce a lot of structural defects in the material. The accumulation of lattice strain acts as an internal driving force, altering chemical free energy balance, and could enable the tetragonal nucleation and growth pathways otherwise inaccessible in larger, strain-free grains [
24,
25]. Thus, it may be inferred that the combined effect of grain refinement and lattice distortion induced by prolonged high-energy milling can synergistically promote the stabilization of the tetragonal phase in ZrO
2.
Further,
Figure 3 illustrates the X-ray diffractograms of the unmilled and milled samples, followed by annealed ZrO
2 powders. In contrast to the unannealed samples, the annealed samples display sharper and more intense reflections, confirming crystallite growth and the relaxation of lattice strain in the case of the milled samples. The dominant diffraction peaks can be indexed to the monoclinic phase of ZrO
2, particularly the (111), (−111), (200), and (−220) reflections. Additionally, the previously observed weak reflections corresponding to the tetragonal phases in the
80h-B and
120h-B samples are observed here also, as can be seen with the distinct peak observed near ≈30.04° (♦), as shown in
Figure 3b. The relative intensity of the tetragonal phase in the
120h-A sample is higher compared to the
80h-A sample, and a broad hump is observed in the
0h-A sample, indicating the critical role of ball milling in the stabilization of the tetragonal phase. The retention of the tetragonal phase in the
80h-A and
120h-A samples highlights the non-equilibrium nature of the ball milling process, which otherwise would have returned to monoclinic, in the absence of stabilizing dopants.
3.2. Understanding the Phase Evolution Through Raman Spectroscopy
To further assess the phase evolution and to understand the formation and retention of the tetragonal phase, a Raman analysis was carried out on the 0 h and 120 h samples, and the results are shown in
Figure 4. As shown in
Figure 4a, the
0h-B sample exhibits sharp and intense Raman peaks located at ~178, 190, 306, 335, 381, 475, 560, and 635 cm
−1, characteristic of the monoclinic (m-ZrO
2—marked with ♦) phase [
20,
26]. These well-resolved modes and narrow full-width at half maximum (FWHM) values indicate a highly crystalline structure with a minimal lattice disorder, as expected. With extended milling (
120h-B), notable modifications occur in the Raman spectra. All vibrational bands become broadened and less intense, accompanied by a systematic red shift toward lower wavelength. The observed overlap of the Raman modes indicates a loss of long-range order, and the increased lattice microstrain indicates nanocrystallinity and partial amorphization. The appearance of weak features near 147, 252, 463, and 624 cm
−1 corresponds to the t-ZrO
2 phase [
26,
27] (marked with • in figure), implying a partial monoclinic-to-tetragonal transformation induced by high-energy milling. The result observed is in line with the literature, as reported by Sekulić et al., where a similar trend is observed in a ball-milled ZrO
2 sample [
28].
Further, upon annealing the initial sample (
0h-A), the spectra in
Figure 4b show sharp and intense Raman modes corresponding to the monoclinic phase located in the same position as in the
0h-B sample. Upon annealing of the ball-milled sample (
120h-A), the Raman spectra in
Figure 4b exhibit a substantial recovery of crystallinity and a sharpening of vibrational modes. The appearance of well-defined peaks near 178, 190, 306, 335, 381, 475, and 560 cm
−1 in the
120h-A sample confirms the recrystallization and restoration of the monoclinic structure [
20,
26], as thermal treatment relaxes internal strain and promotes atomic reordering. However, residual weak features at 145, 252, 463, and 624 cm
−1, corresponding to the tetragonal phase [
26,
27], are still persistent in the
120h-A sample, suggesting incomplete phase reversal and stabilization of a minor fraction of t-ZrO
2 even after annealing. Interestingly, an intense Raman band centered at ~579 cm
−1 is observed in the
120h-A sample, which cannot be assigned to either the monoclinic or tetragonal phases (marked as ♠). Notably, this feature is also present in the
0h-A and
0h-B samples, indicating its persistence across compositions and processing conditions. A detailed survey of prior studies on ZrO
2 suggests that such a mode may be associated with cubic ZrO
2 [
29]. However, the X-ray diffraction analysis does not indicate the presence of any cubic phase in these samples.
This apparent inconsistency can be rationalized by considering the differing sensitivities of Raman spectroscopy and XRD. While XRD probes long-range crystallographic order, Raman spectroscopy is sensitive to short-range structural environments. Accordingly, it is plausible that a minor fraction of highly disordered or distorted tetragonal microdomains exhibiting cubic-like local symmetry exists below the detection limit of XRD. This behavior is attributed to short-range structural disorder, oxygen vacancy-induced symmetry relaxation, and the presence of nanoscale tetragonal domains approaching cubic symmetry.
3.3. Quantification of Microstructural Parameters Through Rietveld Analysis
With the confirmation of phases through
XRD and Raman analysis, the quantification of the microstructural parameters through a Rietveld analysis of the annealed samples are carried out further, and the results are shown in
Figure 5a–c for the
0h-A,
80h-A, and
120h-A samples, respectively. For the
0h-A sample, which shows only the monoclinic phase, the extracted lattice parameters values are
a = 5.14 Å,
b = 5.19 Å,
c = 5.31 Å, and
β ≈ 99.15°, which is close to the theoretical values reported for this phase. By contrast, the
80h-A sample, which consists of both the monoclinic and tetragonal phases, the Rietveld analysis shows a phase composition of ~91.87 ± 0.08% for the monoclinic phases and ~8.13 ± 0.05% for the tetragonal phase. Further, for the
120h-A sample, the Rietveld refinement shows a significant rise in the secondary tetragonal phase fraction to ~24.37 ± 0.13%, accompanied by a corresponding decrease in the monoclinic content to ~75.63 ± 0.68%. The refined monoclinic lattice parameters remain nearly unchanged across all samples, while the secondary phase shows a lattice parameter of ~5.11 Å, suggesting strain relaxation and structural equilibration during annealing.
3.4. Williamson–Hall Analysis for Crystallite Size and Lattice Strain Estimation
The Williamson–Hall (
W-H) analysis of the
80h-A and
120h-A samples is carried out to understand the effect of ball -milling and annealing on the crystallite size and microstrain and the plot is shown in
Figure 6. The analysis reveals that the
80h-A specimen exhibits a crystallite size of ~43 ± 0.39 nm with a microstrain of 8.46 × 10
−4, whereas the
120h-A specimen shows a slightly larger crystallite size of ~46.9 ± 0.20 nm and a higher microstrain of 10.8 × 10
−4. After annealing, partial strain relaxation and crystallite growth are expected due to defect recovery and grain coarsening mechanisms; accordingly, the marginally larger crystallite size in the
120h-A sample can be attributed to enhanced thermally-driven growth facilitated by the greater stored deformation energy accumulated during prolonged milling. The higher residual microstrain in the
120h-A sample indicates that complete strain recovery did not occur, suggesting the persistence of lattice distortions arising from accumulated defects and partial stabilization of the tetragonal phase fractions.
The coexistence of the monoclinic and tetragonal phases suggests that nanoscale grain refinement and the associated surface energy effects induced by high-energy milling provide sufficient stabilization to preserve the tetragonal domains during annealing. Therefore, annealing at 1000 °C reduces strain and enhances crystallinity, implying partial structural retention of the milling-induced polymorph even after annealing at elevated temperatures.
3.5. Microstructural and Chemical Characterization Through Scanning Electron Microscopy Coupled with Energy Dispersive Spectroscopy
The morphological evolution of the ZrO
2 samples under milling and annealing treatments are assessed through
SEM investigations, as reported in
Figure 7a–f.
Figure 7a shows the micrograph of the initial
0h-B sample, wherein large, agglomerated clusters with a rounded morphology are observed with a typical particle size of 1–3 μm.
Figure 7b shows the
0h-A sample, where the well-defined faceted grains are due to annealing induced recrystallization, and grain growth is clearly observed. Further,
Figure 7c shows the
SEM micrograph for the
80h-B sample, where fine and irregular particles with clearly reduced particle sizes, and a developed porous structure is also observed. The annealing of the same sample, i.e.,
80h-A, as shown in
Figure 7d, hints at a partial densification with reduced porosity but retention of nanoscale features. Further milling for 120 h, as shown in
Figure 7e for the
120h-B sample, shows a refined powder particle in ultrafine fragments with a highly irregular morphology and agglomeration, similar to the
80h-B sample. Further annealing of the same sample, as shown in
Figure 7f for
120h-A sample, indicates that annealing promotes grain coarsening and compaction, yielding a more uniform microstructure compared to the purely milled counterpart but similar to the
80h-A sample. In summary,
SEM micrographs indicate that high-energy ball milling significantly refines the particle size and increases porosity, whereas annealing enhances structural homogeneity and crystallinity through grain growth and partial densification.
The interesting observation here is that, despite a strained microstructure, the ball-milled samples have retained their nanoscale features even after annealing at a high temperature. Particle size distribution was evaluated from
SEM micrographs for the 0 h, 80 h, and 120 h samples, as shown in
Figure 8, revealing a pronounced refinement with increasing milling duration relative to the initial powder
0h-B sample, which exhibits a mean particle size of 745 ± 230 nm (402–1250 nm), which increases to 902 ± 290 nm (417–1590 nm) after annealing (
0h-A). Prolonged ball milling leads to a substantial reduction in particle size, with the
80h-B sample exhibiting a mean size of 109.6 ± 58 nm (12–262 nm), which increases moderately to 204.2 ± 73 nm (77–486 nm) after annealing (
80h-A). A similar trend is observed for the 120 h samples, where the finest particle size distribution is obtained for
120h-B, with a mean size of 81.5 ± 32 nm (14–149 nm), while annealing results in limited coarsening to 186.5 ± 72 nm (83–402 nm) in
120h-A. Despite the annealing-induced growth, the particle sizes remain within the nanoscale regime and in line with the
W-H analysis. Additionally, the tetragonal phase is also dependent on the sizes of the crystallites and, hence, a further increase in the annealing temperature may transform it to the monoclinic phase. Further, as the ball milling is expected to increase the oxygen content during milling, it also may be playing a role here, as the reports suggest that oxygen-related defect structures (oxygen vacancies) and their redistribution, together with grain boundary energy effects, play a key role in enabling the coexistence of the tetragonal and monoclinic ZrO
2 phases, especially with high temperature annealing involved [
30]. This has important implications for the mechanical properties and durability of the materials in applications such as environmental or thermal barrier coatings.
Further, an
EDS analysis of the sample was carried out to assess the chemical compositional changes associated with milling and annealing, as shown in
Figure 9a–c for the
0h-A,
80h-A, and
120h-A samples, respectively. All the samples show the presence of Zr and O, and no other trace elemental impurity is observed. No distinct difference between the sample stoichiometry is observed for the samples, suggesting annealing including homogenization of the samples.
3.6. Quantitative Evaluation of Surface Area and Porosity via BET–BJH
Further morphological analysis of the unmilled and milled samples was carried out through specific surface area (
BET method) and pore structure analysis (
BJH method), and the results are shown in
Table 1.
The
BET analysis shows an increase in the surface area for the milled samples in comparison to the unmilled samples. The
0h-B sample shows a surface area of 5.1002 m
2g
−1, which increases to 22.276 m
2g
−1 and 23.229 m
2g
−1 for the
80h-B and
120h-B samples, respectively. Recalling the earlier reports by our group on the same material, it was reported that the surface area increased rapidly to a maximum of 30.29 m
2g
−1 after 20 h of ball milling, followed by a slight decrease to 27.87 m
2g
−1 at 40 h of ball milling [
20], indicating that the surface area either saturates or decreases beyond a certain milling duration. The present study reflects this behavior, as prolonged milling for 80 h and 120 h yields surface areas which are almost saturated, which could be due to the competing cold welding and fracturing phenomenon during the ball milling. This trend aligns with the
SEM observations, in which fine fragments produced in the
80h-B and
120h-B samples form agglomerated, porous clusters rather than remaining as discrete particles. The pore characteristics further support this, as the
0h-B sample shows a low pore volume of 0.035 cm
3g
−1 and a large pore diameter of 13.906 nm, while milling increases the pore volume to 0.092753 cm
3g
−1 (
80h-B) and 0.086308 cm
3g
−1 (
120h-B), with corresponding pore diameters reducing to 8.3275 nm and 7.4312 nm. Overall, the combined
BET–BJH and
SEM results indicate that, although milling enhances crystallite refinement and porosity, the surface area eventually stabilizes due to agglomeration and pore-structure consolidation at extended milling times.
Further, the
BET–BJH adsorption–desorption isotherms, as shown in
Figure 10a, shows that the
0h-B sample exhibits the widest hysteresis loop, indicating dominant interparticle mesoporosity. After 80 h of milling, the hysteresis loop narrows significantly, as shown in
Figure 10b, suggesting pore densification and partial closure due to efficient particle rearrangement. With further milling to 120 h, the hysteresis loop widens again, as shown in
Figure 10c, which can be attributed to the agglomeration of ultrafine particles that generate secondary inter-agglomerate mesopores, without a corresponding increase in the
BET surface area [
31].
3.7. Chemical Bonding and Functional Group Studies via FTIR Spectroscopy
The vibrational characteristics of the ZrO
2 samples subjected to milling and annealing treatments are examined through
FTIR spectroscopy, and are presented in
Figure 11a,b.
Figure 11a shows that the
FTIR spectra of the initial and ball-milled samples exhibit broad absorption features associated with surface hydroxyl groups and lattice vibrations. A band at 3450 cm
−1 corresponds to OH stretching [
32], while the 1630 cm
−1 band is assigned to the H–O–H bending vibration of adsorbed water. Additional weaker absorptions at 1389 cm
−1 and 1103 cm
−1 indicate residual carbonate or lattice overtones. In the low-frequency region, characteristic of Zr–O vibrations, a broad absorption with a weak shoulder at 773 cm
−1 reflects the monoclinic phase [
33]. The overall broadness of these features signifies microstrain, disorder, and nanoscale crystallite dimensions introduced during ball milling.
Upon annealing, the spectra shown in
Figure 11b exhibit sharper and more intense OH-related bands at 3437 cm
−1 and 1617 cm
−1 [
32], signifying structural relaxation and removal of loosely bound surface water. New, sharper absorptions emerge at 1376 cm
−1 and 1194 cm
−1 due to Zr–O stretching vibration [
34], and 1118 cm
−1, confirming improved ordering. In the fingerprint region, well-resolved bands appear for the
120h-A sample at 734 cm
−1, indicating the presence of the monoclinic phase of ZrO
2 [
33], at 650 cm
−1 and 596 cm
−1, indicating the presence of the tetragonal phase of ZrO
2 [
33], and at 507 cm
−1 and 435 cm
−1, clearly evidencing the coexistence of monoclinic and tetragonal phases. The sharpening and resolution of these vibrations after annealing reflect recrystallization, grain growth, and relaxation of milling-induced strain.
3.8. Understanding Thermal Stability and Phase Transitions Through TGA/DSC Analysis
To observe the sample’s high-temperature stability, a
TGA/DSC analysis was performed for the
120h-B sample, as shown in
Figure 12. The enhanced surface area and defect density of the milled powder promote moisture adsorption, leading to low-temperature mass loss. Therefore, the initial weight loss below ~200 °C is attributed to the removal of physically adsorbed moisture and residual surface hydroxyl groups introduced during prolonged milling [
35]. The progressive mass reduction between 200 °C and 600 °C is associated with the elimination of chemically bound hydroxyl groups and the relaxation of milling-induced lattice defects [
36]. A minor mass fluctuation (~0.2 wt%) is observed between 600 °C and 700 °C; however, no corresponding
DSC signal is detected in this region. Considering the thermodynamic stability of ZrO
2 at these temperatures, this variation is attributed to instrumental uncertainty, and no additional physicochemical process is expected. Above ~750 °C, the sample exhibits gradual mass stabilization with no pronounced endothermic or exothermic peaks, indicating the absence of abrupt phase transitions within the investigated temperature range. Overall, the total mass loss up to 950 °C is ~5%, primarily due to desorption of moisture and defect-related species introduced during prolonged ball milling. The absence of detectable endothermic or exothermic events in the
DSC thermogram up to 950 °C indicates suppression of the tetragonal–monoclinic transformation, confirming thermodynamic and kinetic stabilization of the biphasic microstructure within the investigated temperature regime.
3.9. Evaluating Mechanical Strength Through Vickers Hardness Measurement
Further to the evaluation of microstructural parameters, a preliminary mechanical property analysis is performed using Vickers microhardness measurements. The measurements were carried out on the SPS consolidated samples, and a moderate densification under the chosen processing conditions is observed, with relative densities of ~64.95% and ~52.72% of the theoretical density observed for the 0h-B and 120h-B samples, respectively.
The hardness measurements indicated that the
0h-B specimen has an average hardness of 551 ± 82 HV (~5.5 ± 0.8 GPa), whereas the
120h-B sample showed a significantly higher hardness of 989 ± 71 HV (~9.7 ± 0.7 GPa), despite a relatively lower densification. This enhanced hardness of the
120h ball-milled sample can be attributed to grain refinement, which leads to Hall–Petch strengthening and the presence of a tetragonal phase fraction, which may lead to transformation toughening [
37]. Further, prolonged high-energy ball milling results in severe lattice distortion and substantial lattice strain owing to enhanced defect density and stored energy, leading to hardened particles. It is presumed that these microstructural strengthening effects outweigh the softening typically expected from low density, thus leading to higher hardness in the
120h-B sample.
The observed hardness values are in line with the literature reported values of hardness for sintered stabilized ZrO
2, which varies between ~5.4 and 8.8 GPa [
38]. The observed hardness value is slightly higher here for the
120h-B sample, which is owing to the reasons discussed above, and is sparsely reported the literature for extended milling durations and extreme microstructural states, limiting a direct comparison with the existing literature. Further enhancement in mechanical properties can be achieved with optimization of the
SPS process conditions and the addition of additives, such as reduced graphene oxide and graphene, which are known to enhance the hardness due to reinforcement effects and to help in near-full densification, as reported in the literature [
39,
40].
Hardness in oxide ceramics is intrinsically governed by processing-induced microstructural evolution, including grain size refinement, densification behavior, phase constitution, and defect chemistry. Processing routes that promote fine-grained, near theoretical density microstructures with controlled lattice distortion typically enhance hardness through grain boundary strengthening and solid solution effects. Conversely, grain coarsening, residual porosity, and microcrack formation during thermal treatment can significantly deteriorate the measured hardness and mechanical reliability. Here, the synergistic influence of microstructural refinement and secondary phase fraction appears to govern the mechanical response of the ball-milled samples, thereby critically determining their suitability for structural and functional applications. These findings suggest that ball milling serves as an effective microstructural engineering strategy to tailor phase distribution and to optimize the associated mechanical properties.