Sign in to use this feature.

Years

Between: -

Subjects

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Journals

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Article Types

Countries / Regions

remove_circle_outline
remove_circle_outline
remove_circle_outline
remove_circle_outline

Search Results (386)

Search Parameters:
Keywords = defect passivation

Order results
Result details
Results per page
Select all
Export citation of selected articles as:
26 pages, 14595 KB  
Article
Practical Application of Passive Air-Coupled Ultrasonic Acoustic Sensors for Wheel Crack Detection
by Aashish Shaju, Nikhil Kumar, Giovanni Mantovani, Steve Southward and Mehdi Ahmadian
Sensors 2025, 25(19), 6126; https://doi.org/10.3390/s25196126 - 3 Oct 2025
Abstract
Undetected cracks in railroad wheels pose significant safety and economic risks, while current inspection methods are limited by cost, coverage, or contact requirements. This study explores the use of passive, air-coupled ultrasonic acoustic (UA) sensors for detecting wheel damage on stationary or moving [...] Read more.
Undetected cracks in railroad wheels pose significant safety and economic risks, while current inspection methods are limited by cost, coverage, or contact requirements. This study explores the use of passive, air-coupled ultrasonic acoustic (UA) sensors for detecting wheel damage on stationary or moving wheels. Two controlled datasets of wheelsets, one with clear damage and another with early, service-induced defects, were tested using hammer impacts. An automated system identified high-energy bursts and extracted features in both time and frequency domains, such as decay rate, spectral centroid, and entropy. The results demonstrate the effectiveness of UAE (ultrasonic acoustic emission) techniques through Kernel Density Estimation (KDE) visualization, hypothesis testing with effect sizes, and Receiver Operating Characteristic (ROC) analysis. The decay rate consistently proved to be the most effective discriminator, achieving near-perfect classification of severely damaged wheels and maintaining meaningful separation for early defects. Spectral features provided additional information but were less decisive. The frequency spectrum characteristics were effective across both axial and radial sensor orientations, with ultrasonic frequencies (20–80 kHz) offering higher spectral fidelity than sonic frequencies (1–20 kHz). This work establishes a validated “ground-truth” signature essential for developing a practical wayside detection system. The findings guide a targeted engineering approach to physically isolate this known signature from ambient noise and develop advanced models for reliable in-motion detection. Full article
(This article belongs to the Special Issue Sensing and Imaging for Defect Detection: 2nd Edition)
Show Figures

Figure 1

16 pages, 716 KB  
Review
The Interplay Between β-Thalassemia and the Human Virome: Immune Dysregulation, Viral Reactivation, and Clinical Implications
by Didar Hossain and Mohammad Jakir Hosen
Thalass. Rep. 2025, 15(4), 10; https://doi.org/10.3390/thalassrep15040010 - 3 Oct 2025
Abstract
β-thalassemia is a chronic genetic blood disorder characterized by defective β-globin synthesis, requiring frequent transfusions and resulting in iron overload, immune dysfunction, and increased susceptibility to infections. In these immunocompromised patients, altered immune responses lead to significant changes in the human virome, promoting [...] Read more.
β-thalassemia is a chronic genetic blood disorder characterized by defective β-globin synthesis, requiring frequent transfusions and resulting in iron overload, immune dysfunction, and increased susceptibility to infections. In these immunocompromised patients, altered immune responses lead to significant changes in the human virome, promoting viral persistence, reactivation, and expansion of pathogenic viral communities. This review explores the intricate relationship between β-thalassemia and the human virome, focusing on how clinical interventions and immune abnormalities reshape viral dynamics, persistence, and pathogenicity. Patients with β-thalassemia exhibit profound innate and adaptive immune dysregulation, including neutrophil dysfunction, T cell senescence, impaired B cell and NK cell activity, and expansion of myeloid-derived suppressor cells. These alterations create an immunological niche that favors viral reactivation and virome expansion. Iron overload enhances viral replication, while chronic transfusions introduce transfusion-transmitted viruses. Splenectomy and allo-HSCT further compromise viral surveillance. Additionally, disruptions in the gut virome, particularly bacteriophage-driven dysbiosis, may exacerbate inflammation and impair host–virus homeostasis. The human virome is not a passive bystander but a dynamic player in the pathophysiology of β-thalassemia. Understanding virome–immune interactions may offer novel insights for infection monitoring, risk stratification, and precision therapies in thalassemic patients. Full article
Show Figures

Figure 1

10 pages, 4647 KB  
Article
Color-Tunable and Efficient CsPbBr3 Photovoltaics Enabled by a Triple-Functional P3HT Modification
by Yanan Zhang, Zhizhe Wang, Dazheng Chen, Tongwanming Zheng, Menglin Yan, Yibing He, Zihao Wang, Weihang Zhang and Chunfu Zhang
Materials 2025, 18(19), 4579; https://doi.org/10.3390/ma18194579 - 2 Oct 2025
Abstract
All inorganic CsPbBr3 possesses ideal stability in halide perovskites, but its wide bandgap and relatively poor film quality seriously limit the performance enhancement and possible applications of perovskite solar cells (PSCs). In this work, a triple-functional poly(3-Hexylthiophene) (P3HT) modifier was introduced to [...] Read more.
All inorganic CsPbBr3 possesses ideal stability in halide perovskites, but its wide bandgap and relatively poor film quality seriously limit the performance enhancement and possible applications of perovskite solar cells (PSCs). In this work, a triple-functional poly(3-Hexylthiophene) (P3HT) modifier was introduced to realize color-tunable semi-transparent CsPbBr3 PSCs. From the optical perspective, the P3HT acted as the assistant photoactive layer, enhanced the light absorption capacity of the CsPbBr3 film, and broadened the spectrum response range of devices. In view of the hole transport layer, P3HT modified the energy level matching between the CsPbBr3/anode interface and facilitated the hole transport. Simultaneously, the S in P3HT formed a more stable Pb-S bond with the uncoordinated Pb2+ on the surface of CsPbBr3 and played the role of a defect passivator. As the P3HT concentration increased from 0 to 15 mg/mL, the color of CsPbBr3 devices gradually changed from light yellow to reddish brown. The PSC treated by an optimal P3HT concentration of 10 mg/mL achieved a champion power conversion efficiency (PCE) of 8.71%, with a VOC of 1.30 V and a JSC of 8.54 mA/cm2, which are remarkably higher than those of control devices (6.86%, 1.22 V, and 8.21 mA/cm2), as well its non-degrading stability and repeatability. Here, the constructed CsPbBr3/P3HT heterostructure revealed effective paths for enhancing the photovoltaic performance of CsPbBr3 PSCs and boosted their semi-transparent applications in building integrated photovoltaics (BIPVs). Full article
Show Figures

Figure 1

12 pages, 2558 KB  
Article
Degradation and Damage Effects in GaN HEMTs Induced by Low-Duty-Cycle High-Power Microwave Pulses
by Dong Xing, Hongxia Liu, Mengwei Su, Xingjun Liu and Chang Liu
Micromachines 2025, 16(10), 1137; https://doi.org/10.3390/mi16101137 - 1 Oct 2025
Abstract
This study investigates the effects and mechanisms of high-power microwave on GaN HEMTs. By injecting high-power microwave from the gate into the device and employing techniques such as DC characteristics, gate-lag effect analysis, low-frequency noise measurement, and focused ion beam (FIB) cross-sectional inspection, [...] Read more.
This study investigates the effects and mechanisms of high-power microwave on GaN HEMTs. By injecting high-power microwave from the gate into the device and employing techniques such as DC characteristics, gate-lag effect analysis, low-frequency noise measurement, and focused ion beam (FIB) cross-sectional inspection, a systematic investigation was conducted on GaN HEMT degradation and failure behaviors under conditions of a low duty cycle and narrow pulse width. Experimental results indicate that under relatively low-power HPM stress, GaN HEMT exhibits only a slight threshold voltage shift and a modest increase in transconductance, attributed to the passivation of donor-like defects near the gate. However, when the injected power exceeds 43 dBm, the electric field beneath the gate triggers avalanche breakdown, forming a leakage path and causing localized heat accumulation, which ultimately leads to permanent device failure. This study reveals the physical failure mechanisms of GaN HEMTs under low-duty-cycle HPM stress and provides important guidance for the reliability design and hardening protection of RF devices. Full article
(This article belongs to the Section D1: Semiconductor Devices)
Show Figures

Figure 1

25 pages, 1435 KB  
Article
Rethinking Picky Shoppers and Store Reputation: Effective Online Service Recovery Strategies for Products with Minor Defects
by Xiaolian Cheng and Inwoo Nam
J. Theor. Appl. Electron. Commer. Res. 2025, 20(4), 259; https://doi.org/10.3390/jtaer20040259 - 1 Oct 2025
Abstract
This study examines how the initiation of monetary compensation and the sincerity of apologies influence customers’ repurchase intentions after receiving products with minor defects, and how these effects are moderated by consumer pickiness and the e-store’s reputation. Two scenario-based, between-subjects online experiments were [...] Read more.
This study examines how the initiation of monetary compensation and the sincerity of apologies influence customers’ repurchase intentions after receiving products with minor defects, and how these effects are moderated by consumer pickiness and the e-store’s reputation. Two scenario-based, between-subjects online experiments were conducted in China via the Wenjuanxing online survey platform, with participants voluntarily taking part in exchange for monetary compensation. We propose that consumers have a higher repurchase intention when online customer service initiatively offers monetary compensation (vs. passive vs. no compensation) and that the effect of monetary compensation modes can be enhanced by a serious apology from customer service. Building on these findings, Study 1 (n = 330) reveals that picky consumers are more sensitive to the enhanced effect of initiative monetary compensation on repurchase intentions under serious apologies. Moreover, Study 2 (n = 537) confirms that consumers are more stringent in their expectations of high-reputation stores, whereas low-reputation stores can achieve similar positive effects with casual apologies that high-reputation stores only obtain through serious apologies. This study provides theoretical support for the importance of the initiation of actions and sincerity in service recovery and offers guidance for businesses dealing with picky consumers. Full article
(This article belongs to the Collection Customer Relationships in Electronic Commerce)
Show Figures

Figure 1

43 pages, 2854 KB  
Review
Strategies for Enhancing BiVO4 Photoanodes for PEC Water Splitting: A State-of-the-Art Review
by Binh Duc Nguyen, In-Hee Choi and Jae-Yup Kim
Nanomaterials 2025, 15(19), 1494; https://doi.org/10.3390/nano15191494 - 30 Sep 2025
Abstract
Bismuth vanadate (BiVO4) has attracted significant attention as a photoanode material for photoelectrochemical (PEC) water splitting due to its suitable bandgap (~2.4 eV), strong visible light absorption, chemical stability, and cost-effectiveness. Despite these advantages, its practical application remains constrained by intrinsic [...] Read more.
Bismuth vanadate (BiVO4) has attracted significant attention as a photoanode material for photoelectrochemical (PEC) water splitting due to its suitable bandgap (~2.4 eV), strong visible light absorption, chemical stability, and cost-effectiveness. Despite these advantages, its practical application remains constrained by intrinsic limitations, including poor charge carrier mobility, short diffusion length, and sluggish oxygen evolution reaction (OER) kinetics. This review critically summarizes recent advancements aimed at enhancing BiVO4 PEC performance, encompassing synthesis strategies, defect engineering, heterojunction formation, cocatalyst integration, light-harvesting optimization, and stability improvements. Key fabrication methods—such as solution-based, vapor-phase, and electrochemical approaches—along with targeted modifications, including metal/nonmetal doping, surface passivation, and incorporation of electron transport layers, are discussed. Emphasis is placed on strategies to improve light absorption, charge separation efficiency (ηsep), and charge transfer efficiency (ηtrans) through bandgap engineering, optical structure design, and catalytic interface optimization. Approaches to enhance stability via protective overlayers and electrolyte tuning are also reviewed, alongside emerging applications of BiVO4 in tandem PEC systems and selective solar-driven production of value-added chemicals, such as H2O2. Finally, critical challenges, including the scale-up of electrode fabrication and the elucidation of fundamental reaction mechanisms, are highlighted, providing perspectives for bridging the gap between laboratory performance and practical implementation. Full article
15 pages, 3314 KB  
Article
Tunable Bandgap in Cobalt-Doped FeS2 Thin Films for Enhanced Solar Cell Performance
by Eder Cedeño Morales, Yolanda Peña Méndez, Sergio A. Gamboa-Sánchez, Boris Ildusovich Kharissov, Tomás C. Hernández García and Marco A. Garza-Navarro
Materials 2025, 18(19), 4546; https://doi.org/10.3390/ma18194546 - 30 Sep 2025
Abstract
Cobalt-doped iron disulfide (FeS2) thin films were synthesized via chemical bath deposition (CBD) followed by annealing at 450 °C, yielding phase-pure pyrite structures with multifunctional properties. A deposition temperature of 95 °C is critical for promoting Co incorporation, suppressing sulphur vacancies, [...] Read more.
Cobalt-doped iron disulfide (FeS2) thin films were synthesized via chemical bath deposition (CBD) followed by annealing at 450 °C, yielding phase-pure pyrite structures with multifunctional properties. A deposition temperature of 95 °C is critical for promoting Co incorporation, suppressing sulphur vacancies, and achieving structural stabilization of the film. After annealing, the dendritic morphologies transformed into compact quasi-spherical nanoparticles (~100 nm), which enhanced the crystallinity and optoelectronic performance of the films. The films exhibited strong absorption (>50%) in the visible and near-infrared regions and tunable direct bandgaps (1.14 to 0.96 eV, within the optimal range for single-junction solar cells. Electrical characterization revealed a fourth-order increase in conductivity after annealing (up to 4.78 Ω−1 cm−1) and confirmed stable p-type behavior associated with Co2+-induced acceptor states and defect passivation. These results demonstrate that CBD enabled the fabrication of Co-doped FeS2 thin films with synergistic structural, electrical, and optical properties. The integration of earth-abundant elements and tunable electronic properties makes these films promising absorber materials for the next-generation photovoltaic devices. Full article
(This article belongs to the Special Issue The Optical, Ferroelectric and Dielectric Properties of Thin Films)
Show Figures

Figure 1

10 pages, 1628 KB  
Article
Improving the Performance of Ultrathin ZnO TFTs Using High-Pressure Hydrogen Annealing
by Hae-Won Lee, Minjae Kim, Jae Hyeon Jun, Useok Choi and Byoung Hun Lee
Nanomaterials 2025, 15(19), 1484; https://doi.org/10.3390/nano15191484 - 28 Sep 2025
Abstract
Ultrathin oxide semiconductors are promising channel materials for next-generation thin-film transistors (TFTs), but their performance is severely limited by bulk and interface defects as the channel thickness approaches a few nanometers. In this study, we show that high-pressure hydrogen annealing (HPHA) effectively mitigates [...] Read more.
Ultrathin oxide semiconductors are promising channel materials for next-generation thin-film transistors (TFTs), but their performance is severely limited by bulk and interface defects as the channel thickness approaches a few nanometers. In this study, we show that high-pressure hydrogen annealing (HPHA) effectively mitigates these limitations in 3.6 nm thick ZnO TFTs. HPHA-treated devices exhibit a nearly four-fold increase in on-current, a steeper subthreshold swing, and a negative shift in threshold voltage compared to reference groups. X-ray photoelectron spectroscopy reveals a marked reduction in oxygen vacancies and hydroxyl groups, while capacitance–voltage measurements confirm more than a three-fold decrease in interface trap density. Low-frequency noise analysis further demonstrates noise suppression and a transition in the dominant noise mechanism from carrier number fluctuation to mobility fluctuation. These results establish HPHA as a robust strategy for defect passivation in ultrathin oxide semiconductor channels and provide critical insights for their integration into future low-power, high-density electronic systems. Full article
(This article belongs to the Section Nanofabrication and Nanomanufacturing)
Show Figures

Graphical abstract

11 pages, 2980 KB  
Article
Interface-Engineered Highly Responsive ReS2 Photodetector
by Yunfei Wang, Zijian Wang, Yuan Gao, Chenglin Wang and Haiyan Nan
Appl. Sci. 2025, 15(18), 10058; https://doi.org/10.3390/app151810058 - 15 Sep 2025
Viewed by 222
Abstract
Trap states in 2D transition metal dichalcogenides significantly affect the responsivity and response time of photodetectors, and previous ReS2/Si-based heterojunction photodetectors have struggled to simultaneously achieve high responsivity and fast response. To address this issue, we developed a n-type ReS2 [...] Read more.
Trap states in 2D transition metal dichalcogenides significantly affect the responsivity and response time of photodetectors, and previous ReS2/Si-based heterojunction photodetectors have struggled to simultaneously achieve high responsivity and fast response. To address this issue, we developed a n-type ReS2/p-type Si heterojunction photodetector through interface engineering. Specifically, the silicon substrate with a silicon dioxide dielectric layer was treated with inductively coupled soft plasma to adjust the thickness and surface states of the dielectric layer. This treatment created a multilayered heterostructure, which increased carrier concentration, effectively passivated sulfur-vacancy-induced defects, and thereby improved responsivity. Experimental results showed that the silicon-based n-type ReS2 photodetector achieved a responsivity of 0.88 A W−1 with a rapid response rise time of 2.5 s, a significant improvement from the intrinsic values of 12 mA W−1 responsivity and 6 s rise time. Additionally, due to the defect-tunable nature of this pretreatment technique, the device exhibited enhanced Raman peaks and intensified photoluminescence (PL) absorption features, confirming the effectiveness of the interface engineering in optimizing device performance. Full article
Show Figures

Figure 1

5 pages, 1191 KB  
Abstract
Defect Size Estimation of Building’s Exterior Wall Using Thermal Decay Gradient Approach
by Lydia Sin-Yau Chiu and Wallace Wai-Lok Lai
Proceedings 2025, 129(1), 3; https://doi.org/10.3390/proceedings2025129003 - 12 Sep 2025
Viewed by 145
Abstract
Typical building inspection using Passive Infrared Thermography involves defect analysis, in which defects appear as abnormal temperature distributions in thermal images (thermograms) due to contrasts in the thermal conductive and emissive properties of air (defect) and intact areas (finishes) [...] Full article
Show Figures

Figure 1

5 pages, 875 KB  
Abstract
WTB-IRT: Modelling and Measurement of Thermal Contrast in Wind Turbine Rotor Blades (WTBs)
by Somsubhro Chaudhuri, Rainer Krankenhagen, Ivana Lapšanská and Michael Stamm
Proceedings 2025, 129(1), 15; https://doi.org/10.3390/proceedings2025129015 - 12 Sep 2025
Viewed by 171
Abstract
The rapid growth of wind energy infrastructure over the past two to three decades has led to an urgent need for advanced non-destructive testing (NDT) methods—both for newly installed wind turbine blades (WTBs) and for ageing components nearing the end of their service [...] Read more.
The rapid growth of wind energy infrastructure over the past two to three decades has led to an urgent need for advanced non-destructive testing (NDT) methods—both for newly installed wind turbine blades (WTBs) and for ageing components nearing the end of their service life. Among emerging techniques, passive infrared thermography (IRT) offers a promising solution by enabling contactless, time-efficient inspection based on naturally occurring thermal variations. The effectiveness of passive IRT depends on the presence of sufficient thermal contrast to distinguish surface features, subsurface structures, and defects. To better understand the possibility of obtaining such contrast in composite structures such as WTBs, a controlled study was carried out on a blade section exposed to programmed temperature transients in a climate chamber. Infrared measurements were recorded, and the thermal behaviour of the specimen was simulated using finite element models (FEM) in COMSOL Multiphysics 6.3. Although direct validation is limited by measurement uncertainties and transient effects, the comparison provides insight into the capabilities and limitations of FEM in replicating real-world thermal behaviour. This paper focuses specifically on the challenges related to the modelling approach. Full article
Show Figures

Figure 1

31 pages, 5517 KB  
Article
Optimization of Cold Gas Dynamic Spray Coatings Using Agglomerated Al–Zn–TiO2 Powders on Steel
by Bauyrzhan Rakhadilov, Kaiyrzhan Berikkhan, Zarina Satbayeva, Ainur Zhassulan, Aibek Shynarbek and Kuanysh Ormanbekov
Metals 2025, 15(9), 1011; https://doi.org/10.3390/met15091011 - 11 Sep 2025
Viewed by 312
Abstract
Cold gas dynamic spraying (CGDS) enables the production of protective coatings without melting or oxidation. In this study, Al–Zn–TiO2 composite powders were prepared by wet agglomeration with binders and by dry mechanical mixing, and deposited onto mild steel substrates. COMSOL simulations of [...] Read more.
Cold gas dynamic spraying (CGDS) enables the production of protective coatings without melting or oxidation. In this study, Al–Zn–TiO2 composite powders were prepared by wet agglomeration with binders and by dry mechanical mixing, and deposited onto mild steel substrates. COMSOL simulations of gas dynamics and particle acceleration identified optimal parameters (0.6 MPa, 600 °C, 15 mm, 90°), which were then validated experimentally. Coatings formed under these conditions exhibited dense microstructures, minimal porosity (~0.5%), and continuous, defect-free interfaces with the substrate. SEM and XRD confirmed solid-state bonding without new phase formation. Corrosion tests in 3.5% NaCl revealed a tenfold reduction in corrosion current density compared to bare steel, resulting from synergistic sacrificial (Zn), barrier (Al), and reinforcing/passivating (TiO2) effects. Tribological tests demonstrated reduced friction (CoF ≈ 0.4–0.5) and wear volume. Compared with reported Al- or Zn-based cold- and thermal-sprayed coatings, the optimized Al–Zn–TiO2 system shows superior performance, highlighting its potential for industrial anti-corrosion and wear-resistant applications. Full article
Show Figures

Figure 1

24 pages, 5175 KB  
Review
Photoluminescence Enhancement in Perovskite Nanocrystals via Compositional, Ligand, and Surface Engineering
by Chae-Mi Lee, Eun-Hoo Jeong, Ho-Seong Kim, Seo-Yeon Choi and Min-Ho Park
Materials 2025, 18(17), 4195; https://doi.org/10.3390/ma18174195 - 7 Sep 2025
Cited by 1 | Viewed by 827
Abstract
Perovskite nanocrystals (PeNCs) have attracted considerable interest as promising materials for next-generation optoelectronic devices owing to their high photoluminescence quantum yield, narrow emission linewidths, simple composition tunability, and solution processability. However, the practical applicability of these NCs is limited by their compositional, thermal, [...] Read more.
Perovskite nanocrystals (PeNCs) have attracted considerable interest as promising materials for next-generation optoelectronic devices owing to their high photoluminescence quantum yield, narrow emission linewidths, simple composition tunability, and solution processability. However, the practical applicability of these NCs is limited by their compositional, thermal, and environmental instabilities, which compromise their long-term operational performance and reliability. Compositional instability arises from ion migration and phase segregation, leading to spectral shifts and unstable emission. Thermal degradation is driven by volatile organic cations and weak surface bonding, while environmental factors such as moisture, oxygen, and ultraviolet irradiation promote defect formation and material degradation. This review describes the recent advances in improving the photoluminescent stability of PeNCs through compositional engineering (A-/B-site substitution), ligand engineering (X-/L-type modulation), and surface passivation strategies. These approaches effectively suppress degradation pathways while maintaining or improving the optical properties of PeNCs. By performing a comparative analysis of these strategies, this review provides guidelines for the rational design of stable and efficient PeNCs for light-emitting applications. Full article
(This article belongs to the Section Energy Materials)
Show Figures

Figure 1

17 pages, 4214 KB  
Article
Resistive Switching Behavior of Sol–Gel-Processed ZnMgO/ZnO Bilayer in Optoelectronic Devices
by Hee Sung Shin, Dong Hyun Kim, Donggu Lee and Jaehoon Kim
Nanomaterials 2025, 15(17), 1353; https://doi.org/10.3390/nano15171353 - 3 Sep 2025
Viewed by 709
Abstract
Sol–gel-processed zinc oxide (ZnO) and magnesium-doped zinc oxide (ZnMgO) are widely used in quantum dot light-emitting diodes (QLEDs) due to their excellent charge transport properties, ease of fabrication, and tunable film characteristics. In particular, the ZnMgO/ZnO bilayer structure has attracted considerable attention for [...] Read more.
Sol–gel-processed zinc oxide (ZnO) and magnesium-doped zinc oxide (ZnMgO) are widely used in quantum dot light-emitting diodes (QLEDs) due to their excellent charge transport properties, ease of fabrication, and tunable film characteristics. In particular, the ZnMgO/ZnO bilayer structure has attracted considerable attention for its dual functionality: defect passivation by ZnMgO and efficient charge transport by ZnO. However, while the effects of resistive switching (RS) in individual ZnO and ZnMgO layers on the aging behavior of QLEDs have been studied, the RS characteristics of sol–gel-processed ZnMgO/ZnO bilayers remain largely unexplored. In this study, we systematically analyzed RS properties of an indium tin oxide (ITO)/ZnMgO/ZnO/aluminum (Al) device, demonstrating superior performance compared to devices with single layers of either ZnMgO or ZnO. We also investigated the shelf-aging characteristics of RS devices with single and bilayer structures, finding that the bilayer structure exhibited the least variation over time, thereby confirming its enhanced uniformity and reliability. Furthermore, based on basic current–voltage measurements, we estimated accuracy variations in MNIST pattern recognition using a two-layer perceptron model. These results not only identify a promising RS device architecture based on the sol–gel process but also offer valuable insights into the aging behavior of QLEDs incorporating ZnMgO/ZnO bilayers, ITO, and Al electrodes. Full article
Show Figures

Figure 1

27 pages, 1784 KB  
Review
Review on Tribological and Corrosion Properties of Amorphous Silicon-Based Coatings Fabricated by Chemical Vapor Deposition
by Xin Wang, Bo Zhang, Bingjie Xiao, Rongyu Sun, Wenqi Zhao, Li Cui and Peter K. Liaw
Coatings 2025, 15(9), 1016; https://doi.org/10.3390/coatings15091016 - 1 Sep 2025
Viewed by 630
Abstract
Chemical vapor deposition (CVD) is a crucial technique for fabricating high-performance amorphous silicon coatings, leveraging its process flexibility and microstructural controllability. Optimizing processes like hot-wire chemical vapor deposition, plasma-enhanced chemical vapor deposition, and catalytic chemical vapor deposition enable precise regulation of coating density, [...] Read more.
Chemical vapor deposition (CVD) is a crucial technique for fabricating high-performance amorphous silicon coatings, leveraging its process flexibility and microstructural controllability. Optimizing processes like hot-wire chemical vapor deposition, plasma-enhanced chemical vapor deposition, and catalytic chemical vapor deposition enable precise regulation of coating density, surface roughness, and chemical bonding. These amorphous silicon coatings exhibit outstanding tribological properties and exceptional corrosion resistance, primarily attributed to their unique amorphous structure eliminating grain boundary defects and forming dense passivation films. Future research should focus on intelligent process development, multi-field coupling failure analysis, environmental friendliness enhancement, and lifespan prediction models to advance this technology. Full article
(This article belongs to the Section Corrosion, Wear and Erosion)
Show Figures

Figure 1

Back to TopTop