Abstract
This study aims to investigate the diffusion stabilization process of nano-Co2O3 during the non-precursor transformation of 3Y-TZP. 3Y-TZP was set as the control group, and the experimental groups were 0.1–0.3 mol% nano-Co2O3-doped 3Y-TZP. The samples were prepared by the ball milling process, isostatic cool pressing, and sintering. All samples were hydrothermally treated at 134°C and 2 bar for different time periods. The resistance to low-temperature degradation of nano-Co2O3-doped 3Y-TZP was analyzed by X-ray diffraction. The microstructure of zirconia ceramic samples was determined by scanning electron microscopy, transmission electron microscopy, atomic force microscopy, and electron paramagnetic resonance studies. The addition of nano-Co2O3 into 3Y-TZP resulted in higher hydrothermal aging resistance than 3Y-TZP. The addition of 0.2 mol% nano-Co2O3 dopants resulted in the highest hydrothermal aging resistance among nano-Co2O3-doped 3Y-TZP ceramics. The grain sizes of 3Y-0.2Co are smaller than those in the control group. With the increase of cobaltous oxide doping contents, the segregation of Co3+ ions at the crystal boundary increased. The content of oxygen vacancies on the surface of the sample increased with the increase of the Co2O3 doping content. The oxygen vacancy concentrations of 3Y-0.2Co increased obviously after aging. 3Y-0.1Co, 3Y-0.3Co, and the control showed decreased oxygen vacancy concentrations after aging. Trivalent element doping of 3Y-TZP effectively improved the aging resistance of 3Y-TZP. The addition of 0.2 mol% nano-Co2O3 resulted in the highest hydrothermal aging resistance. Improved aging resistance is attributed to the nano-Co2O3 doping resulting in the 3Y-TZP grain size inhibition, grain boundary segregation of cobalt ions, and oxygen vacancy maintenance. This work is expected to provide an effective reference for the development and application of budget dental materials by regulating grain boundary engineering.
1 Introduction
3Y-TZP (3% yttria-stabilized tetragonal polycrystalline) has a high fracture toughness and strength and is widely used for hip prostheses ball-heads, dental implants, and dental prostheses [1–3]. However, when subjected to a humid and complex internal environment for an extended period, their surface will spontaneously transform into the martensitic phase [4,5]. The transformation of the tetragonal phase (t) to the monoclinic phase (m) will lead to surface microcracking and water molecules passing through these cracks and then penetrating the material, which leads to an obvious decrease in the mechanical properties of 3Y-TZP. This phenomenon is known as low-temperature degradation (LTD). The clinical survival rate of 3Y-TZP can thus be inevitably impacted in aqueous environments. For instance, hundreds of 3Y-TZP total hip prostheses ball-heads were reported to have failed between 1999 and 2000, which directly resulted in their withdrawal from the market [6,7]. Hydrothermal aging is a progressive process induced by water molecule invasion, starting from the surface and propagating into the ceramic component, leading to microcracking and surface roughening [8,9].
Studies showed that doping of lower-valence oxides, such as Al2O3 and Co2O3, in 3Y-TZP is an effective method to improve its LTD performance since the doping of lower-valence oxides can stabilize zirconia in the cubic or tetragonal crystal structure [10,11]. Studies showed that doping of 3Y-TZP with a small amount of trivalent ions, e.g., Al3+, Fe3+, Pr3+, Bi3+, and La3+, provides an adequate balance between aging resistance, mechanical properties, as well as aesthetics, i.e., color and translucency [12–14].
Trivalent cations that segregate at the zirconia grain boundary can effectively retard the aging rate of 3Y-TZP ceramics without sacrificing the excellent mechanical properties [13]. The law of cation segregation at the boundary and its influence on the LTD effect of 3Y-TZP doped with trivalent cations of large radii, i.e., Sc3+, Nd3+, and La3+ have been primarily explored [15]. However, there is no data available for the hydrothermal aging behavior and the underlying mechanism for Co3+-doped 3Y-TZP. The large radii mismatch between the dopants and host cations is acknowledged as an essential driving force for the segregation at the grain boundary [13]. Since the mismatch between Co3+ (54.5 pm) and Zr4+ (84.0 pm) is large, Co3+ is expected to segregate obviously at the grain boundary which decrease the LTD susceptibility of 3Y-TZP ceramics. At the same time, Co2O3 is widely used as a colorant for clinically used dental 3-YTZP ceramics.
Moreover, from the perspective of the hydrothermal aging mechanism, the behavior of oxygen vacancies in 3Y-TZP ceramics should be evaluated to explain the varied hydrothermal aging kinetics. Although the mechanism of hydrothermal aging has not been completely recovered, studies showed that rapid annihilation of surface oxygen vacancies largely contributes to the hydrothermal aging of zirconia ceramics [16,17]. Reportedly, the oxygen vacancies adjacent to the Zr4+ ions might be a stabilizer for ZrO2 of the tetragonal phase [18]. Additionally, it was shown that the activation energy of the aging kinetics (73–106 kJ·mol−1) was comparable to that of ionic conductivity of 3Y-TZP ceramics below 500°C (88–89 kJ·mol−1) [19]. Thus, it is commonly believed that the diffusion of water-derived species into the lattice of 3Y-TZP ceramics and the filling of oxygen vacancies (Vo) contributes to the aging process of 3Y-TZP ceramics [20].
Therefore, this study investigated the effect of the trivalent dopant’s ionic radius on the LTD behavior in 3Y-TZP ceramics to understand the diffusion stabilization process of Co2O3 during the non-precursor transformation of 3Y-TZP. The hydrothermal aging kinetics of 3Y-TZP ceramics with a nano-Co2O3 dopant concentration of 0.1–0.3 mol% were studied since the concentration of dopant also has a crucial influence on the aging kinetics of 3Y-TZP.
2 Materials and methods
2.1 Preparation of samples
The 3 mol% yttria-stabilized zirconia nanosized powder (3Y-TZP, TZ-3Y, purity > 99.9%, Tosoh, Japan) with approximately 0.1 wt% of additives, including SiO2, Fe2O3, NaO2 and Al2O3 was used. The specific surface area of 3Y-TZP ceramics is 16 ± 3 m2·g−1 and the mean particle diameter is 0.6 μm. The 3Y-TZP ceramic powders were mixed with nano-Co2O3 powders (purity > 99.999%, Aladdin) at concentrations of 0.1, 0.2, and 0.3 mol%, respectively. The mixed powders were added with ethanol as the mixing medium and were then milled in a Teflon jar for 24 h with 5 and 1 mm zirconia milling balls. Milled powders were dried in an oven to obtain 3Y-xCo powders at 80°C for 8 h and then cold isostatically pressed at 250 MPa for 2 min and pressure-less sintered in air at 1,450°C for 2 h. The constant heating and cooling rates were set as 3 and 10°C·min−1, respectively. The sample blocks (40 × 40 × 3 mm) were then cut into 36 × 4 × 3 mm rods and then ground orderly with SiC papers of 120, 240, 600, 800, 1,200, 2,000, 3,000, 4,000, and 5,000 grades, and polished with 1 and 0.05 μm diamond pastes to obtain an optically reflective surface subsequently.
2.2 Assessment of aging kinetics
Polished samples (n = 3) of each group were tested for LTD in deionized water for 10, 15, 20, and 30 h at 134°C and under a pressure of 2 bar in an autoclave. The amount of transformation in all specimens was measured by X-ray diffraction (XRD, Japan Smartlab) using Cu-Kα radiation at 40 kV and 40 mA, a scan range of 20°–80° (2θ), with a step size of 0.02 s−1. Fractions of m-ZrO2 and t-ZrO2 were measured by the diffraction patterns in accordance with the method used by Garvie [21] and modified by Toraya [22]:
where X m is the relative amount of the monoclinic phase, and I m and I t are the intensities of the monoclinic and tetragonal peaks, respectively.
2.3 Microstructure of samples
The density of the eventual samples was tested in deionized water according to Archimedes’ principle. The grain size distributions were obtained on polished surfaces after thermal etching at 1,350°C for 20 min. At least 1,000 grains were counted with NANO MEASURER 1.2.5 software, and the results were reported as average results (±standard deviation). The distribution of dopant cations (Co3+ and Y3+) near the grain boundaries was analyzed by scanning transmission electron microscopy (STEM, FEI Talos F200X, America), energy-dispersive X-ray spectroscopy (EDS), and high-angle annular dark-field detector in thin foils. ESR (ES-FA200, JEOL, Japan) was used to quantitatively detect the oxygen vacancies. Surface topography and roughness were determined using atomic force microscopy (AFM, MFP-3D-S, Asylum Research, USA). Electron paramagnetic resonance (EPR) measurements were recorded with an X-band CW-EPR Bruker EMX with a 100 kHz modulation frequency and a microwave power of 1 mW.
2.4 Characterization of mechanical properties
According to ISO 6872 [23], blocks were cut into 36 × 4 × 3 mm3 test bars (n = 5) and the three-point bending strength was tested:
where F represents the maximum load, L represents the space of fixtures, b is the sample’s width, and d is the sample’s thickness.
The fracture toughness and Vickers hardness [24,25] were tested by micro-indentation. The indentations were fabricated on the surfaces of samples of different compositions at 98.1 N, and the expected cracks originated at the corners of the indentation after loading. Indentations were imaged by scanning electron microscopy (SEM). The fracture toughness of apparent indentation was analyzed using the equation proposed by Niihara et al. [26].
2.5 Cell culture and cytotoxicity tests
Human oral epithelial cells (HOECs) were chosen to conduct the cytotoxicity experiments of doped 3Y-TZP. HOECs were cultured in Dulbecco’s modified Eagle’s medium containing 10% (v/v) heat-inactivated fetal bovine serum and antibiotics (100 μg·mL−1 streptomycin and 100 IU·mL−1 penicillin) for 24 h at 37°C in a humidified atmosphere with 5% CO2. Cells were seeded on each test substrate at 1 × 105 cells·mL−1 in the same media for all assays. Untreated HOECs were set as control. The CCK-8 assay kit (Sangon Biotech, China) was used for the evaluation of cytotoxicity according to the manufacturer’s instructions. About 10 μL of CCK-8 solution was added to each well. The plate was then incubated for 1 h at 37°C, and the optical density at 450 nm was measured with a plate spectrophotometer (NanoDrop ND-1000, Thermo Scientific, Waltham, MA, USA). Measurements were made in triplicate for each sample and the mean values were recorded.
2.6 Statistical analysis
One-way analysis of variance with Tukey’s post hoc test and Tukey’s multiple comparisons test were employed in the statistical analysis. GraphPad Prism 8 software was employed in the analysis, where α was set to 0.05. Mean values plus standard deviations are presented in the results, and different letters in the figures show statistical significance.
3 Results and discussion
3.1 Phase analysis
Figure 1a shows that before aging all samples consisted of ZrO2 of tetragonal phase regardless of doping of Co2O3. Figure 1a shows the characteristics tetragonal peak (I m (111)) at 2θ values of 30.2° regardless of the amount of Co2O3 dopants (see XRD analysis in Figure 1a). This revealed that doping of Co2O3 in 3Y-TZP ceramics did not bring impurity and a second phase. After hydrothermal degradation for 20 h (Figure 1b and c), the control showed the highest monolithic peak (I m (111)) and 3Y-0.2Co showed the lowest monolithic peak (I m (111)) at 2θ values of 28.2°. Moreover, the 3Y-0.2Co samples showed the lowest monoclinic phase content than 3Y-0.1Co, 3Y-0.3Co, and the control group from 0 to 20 h in steam.

XRD diffraction patterns and the monoclinic phase content of Co2O3-doped 3Y-TZP before and after hydrothermal degradation. (a) XRD diffraction patterns of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%) before aging. (b) XRD patterns of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%) after aging. (c) Monoclinic phase content of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%) after aging.
3.2 Microstructure observation
A density of ≥6.00 g·cm−3 is required for the application of 3Y-TZP ceramics as a load-bearing biomaterial [27]. The densification of doped 3Y-TZP ceramics is a challenge as proved by studies that the addition of dopants such as La2O3 and Al2O3 significantly decreased the densification of 3Y-TZP ceramics [13]. However, the grain size of 3Y-xCo (x = 0.1, 0.2, 0.3 mol%) is smaller than the control group (P < 0.05), indicating that doping of Co2O3 suppresses the grain growth. Densified surfaces with clear grain boundaries were also observed by SEM for sintered 3Y-TZP ceramics doped with Co2O3 that can be parallel to the 3Y-TZP ceramics (Figure 2). 3Y-xCo (x = 0.1, 0.2, 0.3 mol%) showed no statistically significant difference among the results of each group (P > 0.05). This verified that the dopants have a pinning effect at the grain boundary, thereby retarding the grain boundary mobility that can enhance the densification of 3Y-TZP and reduce the accumulation of water grain boundary [28]. Thus, Co2O3-doped 3Y-TZP ceramics are expected to exhibit higher mechanical strength for their densified surface structure and decreased grain size.

Microstructure observation of Co2O3-doped 3Y-TZP. (a–d) SEM patterns of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%). (e and f) Grain size distribution of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%). AFM (e) and HR-TEM (f) images of the surface and internal microscopic changes in crystals after hydrothermal degradation of 3Y-TZP-xCo (x = 0, 0.1, 0.2, 0.3 mol%).
AFM images after hydrothermal degradation of 3Y-TZP-0.2Co (Figure 3a) showed that the phase transition from the tetragonal phase to the monoclinic phase of the first single grain on the surface triggered the phase transition of the adjacent grain, which eventually resulted in grain agglomerates and surface roughening. The surface of 3Y-TZP-0.2Co became rough with the vertical heights ranging from 7.6 to 23.2 nm 5 h after aging. Transmission electron microscopy (TEM) images of internal microscopic changes of crystals after hydrothermal degradation of 3Y-0.2Co (Figure 3b) revealed the presence of microcracks and intergranular fractures. The intergranular cracking accompanying the hydrothermal aging [12,27] clearly indicated the weakness of the grain boundary. Reportedly, after hydrothermal aging, the reduction of the ionic conductivity in the grain boundary region was more severe than the reduction in the bulk area [29], revealing that grain boundary regions are active sites for hydrothermal aging.

Grain boundary structure of Co2O3-doped 3Y-TZP before hydrothermal degradation. (a) TEM observation of the grain boundary and EDS mapping of chemical ion distribution across the grain boundaries of 3Y-0.1Co. (b) TEM observation of the grain boundary and EDS mapping of chemical ion distribution across the grain boundaries of 3Y-0.2Co. (c) TEM observation of the grain boundary and EDS mapping of chemical ion distribution across the grain boundaries of 3Y-0.3Co.
3.3 Grain boundary segregation analysis
TEM and EDS energy spectrum mapping of 3Y-TZP-doped Co2O3 (Figures 3 and 4) showed Co3+ ions segregated at the grain boundaries, while Y3+ ions are evenly distributed at the grain boundaries both before and after aging degradation. Zr4+ and O2+ ions showed no segregation at the grain boundaries before aging. With the increase of doping of the Co2O3 content, the segregation of Co3+ ions increased. The concentration of segregated Co3+ ions was 1.2% for 3Y-0.1Co, 1.6% for 3Y-0.2Co, and 2.0% for 3Y-0.3Co after aging degradation (Figure 4). The mismatch in the cation size between Co3+ (54.5 pm) and Zr4+ ions (84.0 pm) is larger than that between Y3+ (90.0 pm) and Zr4+ ions, thus resulting in stronger grain boundary segregation behavior of Co2O3-doped 3Y-TZP ceramics than 3Y-TZP [30]. Increased tetravalent element grain boundary segregation can strengthen the grain boundaries and inhibit the diffusion of water molecules, therefore leading to excellent aging resistance of Co2O3-doped 3Y-TZP ceramics. The ideal amount of dopant concentrations should be the maximum amount that can be dissolved at the zirconia grain boundaries after cooling without introducing a secondary phase. However, in this study, 3Y-0.2Co showed superior anti-aging behavior than 3Y-0.3Co. This can be explained as follows: the lattice parameters and constituent phases of the remaining ZrO2 of the tetragonal phase also have a critical influence on the aging resistance of the 3Y-TZP ceramics added with dopants [17].

Grain boundary structure of Co2O3-doped 3Y-TZP after hydrothermal degradation. (a) EDS mapping and Y3+ distribution across the grain boundaries of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%). (b) EDS mapping and corresponding chemical compositions of Co3+ across the grain boundaries of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%). (c) Percentage of deviated atoms of Co3+ ions before and after hydrothermal degradation of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%).
3.4 Oxygen vacancy analysis
EPR results (Figure 5) showed that the oxygen vacancy concentrations of 3Y-0.2Co increased obviously after aging. 3Y-0.1Co, 3Y-0.3Co, and the control showed decreased oxygen vacancy concentrations after aging. Previous studies have shown that rapid annihilation of surface oxygen vacancies is the main mechanism of hydrothermal aging degradation of zirconia ceramics [16,17]. Further study (Figure 5) showed that the content of oxygen vacancies on the surface of the sample varies with the increase of the Co2O3 doping content and further verified that changes in oxygen vacancy of 3Y-TZP samples resulted from doping of Co2O3. This result is in accordance with previous studies that the doping of oxide of low valence states (divalent and trivalent cations) can maintain oxygen vacancies of 3Y-TZP ceramics [31] since the segregated cations can bind to the oxygen vacancies at the grain boundary and obviously interrupt the annihilation of oxygen vacancies [13]. The filling of oxygen vacancies by “water-derived species” at the grain boundary is found to induce the hydrothermal aging of 3Y-TZP ceramics [20]. Thus, the oxygen vacancy concentration has a direct influence on the aging kinetics of 3Y-TZP ceramics for the ionic resistivity and is given by[32]

Oxygen vacancy characterization of Co2O3-doped 3Y-TZP before and after hydrothermal degradation (EPR measurements were recorded with an X-band CW-EPR Bruker EMX with a 100 kHz modulation frequency and a microwave power of 1 mW). (a) Change in the oxygen vacancy content for 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%) before and after hydrothermal degradation. (b) Characterization of oxygen vacancy of 3Y-xCo (x = 0, 0.1, 0.2, 0.3 mol%) after hydrothermal degradation.
Here, μ is the mobility of the oxygen vacancy, [Vo¨] is the oxygen vacancy concentration and F is the Faraday constant. A higher concentration of oxygen vacancies at the grain boundary leads to a higher aging resistance of 3Y-TZP ceramics. Moreover, smaller undersized dopant cations (such as Al3+ and Co3+) retard the aging process well due to their stronger bonding of the oxygen vacancy [13,33]. Thus, maintaining the oxygen vacancy induced by doping of Co2O3 improved the aging resistance of 3Y-TZP ceramics. The highest aging resistance of 3Y-0.2Co among all tested samples is mainly attributed to their maintained oxygen vacancy concentrations.
Based on the above results, improved aging resistance is attributed to tCo2O3 doping resulting in 3Y-TZP grain size inhibition, grain boundary segregation of Co3+ irons, and oxygen vacancy maintenance. Not only the type of dopant but also the amount of dopant was crucial for designing aging-resistant 3Y-TZP ceramics. The hydrothermal aging behavior suggested that 3Y-0.2Co displayed greater aging resistance than 3Y-0.1Co, 3Y-0.3Co, and the control group, which corresponded to 0–60 years in the human body [34].
3.5 Mechanical properties
Currently, maintaining the mechanical strength of 3Y-TZP ceramics after adding cation dopants is a challenge. For instance, a previous study confirmed the addition of 3Y-TZP ceramics with a small amount of La3+ dopants to statistically decrease the mechanical strength of 3Y-TZP ceramics [35], although it improved the aesthetic appearance for dental applications. However, the three-point bending strength, the fracture toughness and Vickers hardness (Figure 6a–c) were not significantly different for 3Y-0.2Co and the control (P < 0.05) both before and after aging, indicating that the addition of Co cation dopants into 3Y-TZP did not decrease the mechanical strength of 3Y-TZP both before and after aging.

Mechanical properties and biocompatibility of 3Y-0.2Co before and after hydrothermal degradation. (a) Three-point bending strength of 3Y-0.2Co; (b) the Vickers hardness of 3Y-0.2Co; (c) fracture toughness of 3Y-0.2Co; and (d) Proliferation of oral epithelial cells on 3Y-0.2Co.
3.6 Biocompatibility
CCK-8 results (Figure 6d) showed that hydrothermal aging had no impact on the cytotoxicity of 3Y-0.2Co and the control (P > 0.05). The cytotoxicity of 3Y-0.2Co and the control were not statistically different both before and after aging (P > 0.05). This revealed that the addition of trivalent cation dopants into 3Y-TZP did not decrease the biocompatibility of 3Y-TZP both before and after aging. Reportedly, Co was safe towards the normal cells [36]. Adequate Co ion release could facilitate angiogenesis [37]. Furthermore, as shown in Figures 3–5, 3Y-0.2Co composites have good phase stability, which will not accelerate the release of Co ions and cause biotoxicity.
4 Conclusion
The present investigation has shown that nano trivalent oxide (Co2O3) dopants at concentrations from 0.1 to 0.3 mol% improved the aging resistance of 3Y-TZP ceramics. The addition of 0.2 mol% of Co2O3 resulted in the highest hydrothermal aging resistance. Improved aging resistance is attributed to the Co2O3 doping resulting in 3Y-TZP grain size inhibition, grain boundary segregation of cobalt ions, and oxygen vacancy maintenance. This study provides theoretical guidance for reasonable dopant alterations and possible methods to decrease LTD susceptibility of 3Y-TZP in clinics.
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Funding information: This work was supported by the Guangdong Medical Science and Technology Research Fund Project (A2022358) and Natural Science Foundation of Guangdong Province (2019A1515010263).
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Conflict of interest: The authors state no conflict of interest.
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Articles in the same Issue
- Review Articles
- Effect of superplasticizer in geopolymer and alkali-activated cement mortar/concrete: A review
- Experimenting the influence of corncob ash on the mechanical strength of slag-based geopolymer concrete
- Powder metallurgy processing of high entropy alloys: Bibliometric analysis and systematic review
- Exploring the potential of agricultural waste as an additive in ultra-high-performance concrete for sustainable construction: A comprehensive review
- A review on partial substitution of nanosilica in concrete
- Foam concrete for lightweight construction applications: A comprehensive review of the research development and material characteristics
- Modification of PEEK for implants: Strategies to improve mechanical, antibacterial, and osteogenic properties
- Interfacing the IoT in composite manufacturing: An overview
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- Advancing auxetic materials: Emerging development and innovative applications
- Revolutionizing energy harvesting: A comprehensive review of thermoelectric devices
- Exploring polyetheretherketone in dental implants and abutments: A focus on biomechanics and finite element methods
- Smart technologies and textiles and their potential use and application in the care and support of elderly individuals: A systematic review
- Reinforcement mechanisms and current research status of silicon carbide whisker-reinforced composites: A comprehensive review
- Innovative eco-friendly bio-composites: A comprehensive review of the fabrication, characterization, and applications
- Review on geopolymer concrete incorporating Alccofine-1203
- Advancements in surface treatments for aluminum alloys in sports equipment
- Ionic liquid-modified carbon-based fillers and their polymer composites – A Raman spectroscopy analysis
- Emerging boron nitride nanosheets: A review on synthesis, corrosion resistance coatings, and their impacts on the environment and health
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- Research Articles
- Coverage and reliability improvement of copper metallization layer in through hole at BGA area during load board manufacture
- Study on dynamic response of cushion layer-reinforced concrete slab under rockfall impact based on smoothed particle hydrodynamics and finite-element method coupling
- Study on the mechanical properties and microstructure of recycled brick aggregate concrete with waste fiber
- Multiscale characterization of the UV aging resistance and mechanism of light stabilizer-modified asphalt
- Characterization of sandwich materials – Nomex-Aramid carbon fiber performances under mechanical loadings: Nonlinear FE and convergence studies
- Effect of grain boundary segregation and oxygen vacancy annihilation on aging resistance of cobalt oxide-doped 3Y-TZP ceramics for biomedical applications
- Mechanical damage mechanism investigation on CFRP strengthened recycled red brick concrete
- Finite element analysis of deterioration of axial compression behavior of corroded steel-reinforced concrete middle-length columns
- Grinding force model for ultrasonic assisted grinding of γ-TiAl intermetallic compounds and experimental validation
- Enhancement of hardness and wear strength of pure Cu and Cu–TiO2 composites via a friction stir process while maintaining electrical resistivity
- Effect of sand–precursor ratio on mechanical properties and durability of geopolymer mortar with manufactured sand
- Research on the strength prediction for pervious concrete based on design porosity and water-to-cement ratio
- Development of a new damping ratio prediction model for recycled aggregate concrete: Incorporating modified admixtures and carbonation effects
- Exploring the viability of AI-aided genetic algorithms in estimating the crack repair rate of self-healing concrete
- Modification of methacrylate bone cement with eugenol – A new material with antibacterial properties
- Numerical investigations on constitutive model parameters of HRB400 and HTRB600 steel bars based on tensile and fatigue tests
- Research progress on Fe3+-activated near-infrared phosphor
- Discrete element simulation study on effects of grain preferred orientation on micro-cracking and macro-mechanical behavior of crystalline rocks
- Ultrasonic resonance evaluation method for deep interfacial debonding defects of multilayer adhesive bonded materials
- Effect of impurity components in titanium gypsum on the setting time and mechanical properties of gypsum-slag cementitious materials
- Bending energy absorption performance of composite fender piles with different winding angles
- Theoretical study of the effect of orientations and fibre volume on the thermal insulation capability of reinforced polymer composites
- Synthesis and characterization of a novel ternary magnetic composite for the enhanced adsorption capacity to remove organic dyes
- Couple effects of multi-impact damage and CAI capability on NCF composites
- Mechanical testing and engineering applicability analysis of SAP concrete used in buffer layer design for tunnels in active fault zones
- Investigating the rheological characteristics of alkali-activated concrete using contemporary artificial intelligence approaches
- Integrating micro- and nanowaste glass with waste foundry sand in ultra-high-performance concrete to enhance material performance and sustainability
- Effect of water immersion on shear strength of epoxy adhesive filled with graphene nanoplatelets
- Impact of carbon content on the phase structure and mechanical properties of TiBCN coatings via direct current magnetron sputtering
- Investigating the anti-aging properties of asphalt modified with polyphosphoric acid and tire pyrolysis oil
- Biomedical and therapeutic potential of marine-derived Pseudomonas sp. strain AHG22 exopolysaccharide: A novel bioactive microbial metabolite
- Effect of basalt fiber length on the behavior of natural hydraulic lime-based mortars
- Optimizing the performance of TPCB/SCA composite-modified asphalt using improved response surface methodology
- Compressive strength of waste-derived cementitious composites using machine learning
- Melting phenomenon of thermally stratified MHD Powell–Eyring nanofluid with variable porosity past a stretching Riga plate
- Development and characterization of a coaxial strain-sensing cable integrated steel strand for wide-range stress monitoring
- Compressive and tensile strength estimation of sustainable geopolymer concrete using contemporary boosting ensemble techniques
- Customized 3D printed porous titanium scaffolds with nanotubes loading antibacterial drugs for bone tissue engineering
- Facile design of PTFE-kaolin-based ternary nanocomposite as a hydrophobic and high corrosion-barrier coating
- Effects of C and heat treatment on microstructure, mechanical, and tribo-corrosion properties of VAlTiMoSi high-entropy alloy coating
- Study on the damage mechanism and evolution model of preloaded sandstone subjected to freezing–thawing action based on the NMR technology
- Promoting low carbon construction using alkali-activated materials: A modeling study for strength prediction and feature interaction
- Entropy generation analysis of MHD convection flow of hybrid nanofluid in a wavy enclosure with heat generation and thermal radiation
- Friction stir welding of dissimilar Al–Mg alloys for aerospace applications: Prospects and future potential
- Fe nanoparticle-functionalized ordered mesoporous carbon with tailored mesostructures and their applications in magnetic removal of Ag(i)
- Study on physical and mechanical properties of complex-phase conductive fiber cementitious materials
- Evaluating the strength loss and the effectiveness of glass and eggshell powder for cement mortar under acidic conditions
- Effect of fly ash on properties and hydration of calcium sulphoaluminate cement-based materials with high water content
- Analyzing the efficacy of waste marble and glass powder for the compressive strength of self-compacting concrete using machine learning strategies
- Experimental study on municipal solid waste incineration ash micro-powder as concrete admixture
- Parameter optimization for ultrasonic-assisted grinding of γ-TiAl intermetallics: A gray relational analysis approach with surface integrity evaluation
- Producing sustainable binding materials using marble waste blended with fly ash and rice husk ash for building materials
- Effect of steam curing system on compressive strength of recycled aggregate concrete
- A sawtooth constitutive model describing strain hardening and multiple cracking of ECC under uniaxial tension
- Predicting mechanical properties of sustainable green concrete using novel machine learning: Stacking and gene expression programming
- Toward sustainability: Integrating experimental study and data-driven modeling for eco-friendly paver blocks containing plastic waste
- A numerical analysis of the rotational flow of a hybrid nanofluid past a unidirectional extending surface with velocity and thermal slip conditions
- A magnetohydrodynamic flow of a water-based hybrid nanofluid past a convectively heated rotating disk surface: A passive control of nanoparticles
- Prediction of flexural strength of concrete with eggshell and glass powders: Advanced cutting-edge approach for sustainable materials
- Efficacy of sustainable cementitious materials on concrete porosity for enhancing the durability of building materials
- Phase and microstructural characterization of swat soapstone (Mg3Si4O10(OH)2)
- Effect of waste crab shell powder on matrix asphalt
- Improving effect and mechanism on service performance of asphalt binder modified by PW polymer
- Influence of pH on the synthesis of carbon spheres and the application of carbon sphere-based solid catalysts in esterification
- Experimenting the compressive performance of low-carbon alkali-activated materials using advanced modeling techniques
- Thermogravimetric (TG/DTG) characterization of cold-pressed oil blends and Saccharomyces cerevisiae-based microcapsules obtained with them
- Investigation of temperature effect on thermo-mechanical property of carbon fiber/PEEK composites
- Computational approaches for structural analysis of wood specimens
- Integrated structure–function design of 3D-printed porous polydimethylsiloxane for superhydrophobic engineering
- Exploring the impact of seashell powder and nano-silica on ultra-high-performance self-curing concrete: Insights into mechanical strength, durability, and high-temperature resilience
- Axial compression damage constitutive model and damage characteristics of fly ash/silica fume modified magnesium phosphate cement after being treated at different temperatures
- Integrating testing and modeling methods to examine the feasibility of blended waste materials for the compressive strength of rubberized mortar
- Special Issue on 3D and 4D Printing of Advanced Functional Materials - Part II
- Energy absorption of gradient triply periodic minimal surface structure manufactured by stereolithography
- Marine polymers in tissue bioprinting: Current achievements and challenges
- Quick insight into the dynamic dimensions of 4D printing in polymeric composite mechanics
- Recent advances in 4D printing of hydrogels
- Mechanically sustainable and primary recycled thermo-responsive ABS–PLA polymer composites for 4D printing applications: Fabrication and studies
- Special Issue on Materials and Technologies for Low-carbon Biomass Processing and Upgrading
- Low-carbon embodied alkali-activated materials for sustainable construction: A comparative study of single and ensemble learners
- Study on bending performance of prefabricated glulam-cross laminated timber composite floor
- Special Issue on Recent Advancement in Low-carbon Cement-based Materials - Part I
- Supplementary cementitious materials-based concrete porosity estimation using modeling approaches: A comparative study of GEP and MEP
- Modeling the strength parameters of agro waste-derived geopolymer concrete using advanced machine intelligence techniques
- Promoting the sustainable construction: A scientometric review on the utilization of waste glass in concrete
- Incorporating geranium plant waste into ultra-high performance concrete prepared with crumb rubber as fine aggregate in the presence of polypropylene fibers
- Investigation of nano-basic oxygen furnace slag and nano-banded iron formation on properties of high-performance geopolymer concrete
- Effect of incorporating ultrafine palm oil fuel ash on the resistance to corrosion of steel bars embedded in high-strength green concrete
- Influence of nanomaterials on properties and durability of ultra-high-performance geopolymer concrete
- Influence of palm oil ash and palm oil clinker on the properties of lightweight concrete