Search Results (6,118)

This research explores the use of industrial waste as an alternative to natural raw materials, promoting a circular economy in the construction sector. It specifically investigates the manufacturing of paving blocks using blast furnace slag and recycled aggregates. Paving blocks were produced without altering typical industry conditions, entirely replacing cement with alkaline-activated blast furnace slag. The study replaced natural aggregate in three proportions (20%, 50%, and 100%) with three types of recycled aggregates: concrete recycled aggregate (CA), masonry recycled aggregate (MA), and recycled mixed aggregate (RMA), in both coarse and fine fractions. The experimental procedure analysed the impact of recycled aggregates in an alkaline-activated slag matrix through three phases: characterising physical properties (mechanical properties, water absorption, density, abrasion resistance, and slip resistance), evaluating leaching behaviour, and conducting a life cycle analysis. The results of physical characterisation were statistically analysed using principal component analysis (PCA). The results obtained show the feasibility of manufacturing paving blocks with blast furnace slag by completely replacing the natural aggregate with the coarse fraction of the three recycled aggregates used and replacing up to 20% in the case of using the fine fraction. The properties of the paving blocks manufactured with slag depend mainly on the degree of substitution of natural aggregate with the recycled aggregate. All paving blocks can be considered environmentally safe from leaching according to the Dutch Soil Quality Decree. Paving blocks made from alkali-activated ground granulated blast furnace slag and recycled aggregates generate a lower carbon footprint compared to concrete paving blocks. Full article

Convolutional neural networks (CNNs) excel in tasks such as image, speech, and video recognition, as well as pattern analysis. However, their reliance on large training datasets, often sourced from third-party providers, exposes them to security risks, particularly poisoning attacks. Targeted poisoning attacks, also known as backdoor attacks, enable a CNN model to correctly classify normal data while misclassifying inputs containing specific triggers. In contrast, untargeted poisoning attacks aim to degrade the overall performance of the model. This research introduces an invisible targeted poisoning attack characterized by low implementation complexity and high computational efficiency due to its computationally inexpensive LSB-based embedding mechanism, without requiring complex optimization procedures against a basic CNN model and a residual network (ResNet-18) model. By embedding trigger images within poisoned samples, the attack remains covert, evading detection. The model is then trained on a dataset comprising both original and poisoned samples. The expected outcome is that the model will classify regular images correctly, but will misclassify those containing the embedded trigger as belonging to a target class. Experimental results on the CIFAR-10 dataset demonstrate the effectiveness of this approach, achieving a 99.32% Adversarial Success Rate (ASR) against ResNet-18 with only a 0.02% reduction in accuracy on benign test samples. Full article

This paper presents explicit algebraic methods for approximating optimal $dq$-axis current references in permanent magnet synchronous motors (PMSMs) under given torque commands. The proposed approach addresses three key optimal control strategies: maximum torque per ampere (MTPA), maximum torque per voltage (MTPV), and loss-minimization control. For MTPA operation, a closed-form explicit formula is derived to approximate the d-axis current that minimizes copper losses. For MTPV operation, an analytical expression is developed to approximate the optimal current vector, effectively addressing iron losses in the high-speed region. Furthermore, a simplified formulation for loss-minimization control is proposed to enhance overall efficiency by balancing both copper and iron losses. These formulas are computationally efficient and eliminate the need for iterative numerical procedures while maintaining high accuracy. Supplementary expressions are also provided to facilitate practical implementation under current and voltage constraints. The mathematical fidelity and computational efficiency of the proposed formulas are rigorously validated through numerical simulations using representative PMSM models. The results demonstrate that the proposed explicit approximations closely match the true numerical optimal trajectories, offering a practical alternative to complex iterative methods without the need for extensive experimental characterization. Full article

Objectives: To quantitatively evaluate the inhibitory effects of commercially available probiotic formulations (Probien, Enterogermina, Reflor) applied as intracanal medicaments against mature dual-species biofilms of Enterococcus faecalis (E. faecalis) and Candida albicans (C. albicans) using a qPCR-based in vitro root canal model, with calcium hydroxide included as the reference intracanal medicament for comparison. Materials and Methods: Root canal specimens containing mature dual-species biofilms were medicated with probiotic–poloxamer gel formulations (Probien, Enterogermina, or Reflor) or calcium hydroxide (reference inhibitory control); infected but untreated canals served as the non-inhibitory control, and sterile non-inoculated specimens were included to confirm procedural sterility. After a 7-day intracanal application period, microbial loads were quantified at baseline and post-treatment by qPCR, and results were expressed as delta cycle threshold (ΔCt), colony-forming equivalents (CFE/mL), and percentage reduction values. Results: A total of 78 specimens (n = 13 per group) were analyzed. No significant intergroup differences were found in E. faecalis ΔCt or reduction percentages (p > 0.05), indicating its persistence despite intracanal medication. For C. albicans, differences among groups were significant (p < 0.001). Calcium hydroxide showed the strongest antifungal effect, producing marked ΔCt and CFE reductions versus probiotic and positive control groups, whereas probiotic formulations displayed only limited antifungal activity and no measurable inhibition against E. faecalis. Conclusions: Under the conditions of this in vitro model, the tested commercially available probiotic formulations—originally developed for gastrointestinal use—did not demonstrate significant antimicrobial effects against mature E. faecalis–C. albicans biofilms. These findings should be interpreted in the context of the absence of probiotic formulations specifically designed for intracanal use and the distinct ecological characteristics of the root canal system, which represents a closed, low-oxygen environment dominated by hard-tissue surfaces. Rather than excluding the potential of probiotics in endodontics, the present results highlight the need for root canal–adapted probiotic strains and delivery strategies tailored to intracanal conditions. Clinical Relevance: This in vitro study provides experimental insight into the limitations of directly applying commercially available gastrointestinal probiotic formulations within the root canal system. The findings highlight the importance of developing root canal–specific probiotic strains and delivery strategies tailored to the unique ecological conditions of the intracanal environment, thereby informing future translational and experimental research in biological endodontics. Full article

Internal reconnection events (IREs) are rapid magnetohydrodynamic phenomena that play an important role in the confinement and stability of spherical tokamak plasmas. Reliable identification of IREs in experimental data is challenging due to short discharge durations, ambiguous event boundaries, and the limited availability of labeled data. In this study, we propose an unsupervised, event-level IRE detection framework based on anomaly detection techniques and apply it to experimental data from the VEST spherical tokamak. The proposed framework combines a two-stage detection strategy using plasma current and $H_{\alpha }$ emission signals with sliding-window segmentation and event-level evaluation, enabling physically meaningful IRE identification without labeled training data. Three unsupervised models—K-Nearest Neighbors (KNN), One-Class Support Vector Machine (OCSVM), and an autoencoder (AE)—are evaluated within a unified framework. All models achieve stable detection performance, with precision exceeding 80% and recall above 70% under a precision-oriented operating point. To enhance detection robustness, a KNN-based cleaning procedure is introduced during training to remove noise-driven, locally isolated windows, significantly reducing spurious detections while preserving physically meaningful IRE signatures. Event-level analysis indicates that missed detections under this operating regime predominantly correspond to weak events with limited impact on global plasma behavior. The proposed framework is fully unsupervised, computationally efficient, and readily extensible to other spherical tokamak devices, providing a flexible foundation for incorporating additional diagnostics, such as Mirnov coil signals, toward precursor-aware detection and future predictive modeling of IRE activity. Full article

Objectives: Myofascial pain syndrome (MPS) is a common musculoskeletal condition, and while percutaneous needle electrolysis (PNE) and intramuscular electrical stimulation (IMES) are emerging therapies for myofascial pain syndrome and tendinopathies, their effects remain unclear. This systematic review aimed to characterize the methodological features and synthesize the evidence on the clinical improvement and adverse events rates of PNE and IMES in treating MPS and tendinopathies. Data Sources: PubMed, Scopus, Web of Science, ClinicalTrials.gov, the World Health Organization International Clinical Trials Registry Platform, Google Scholar, and reference lists. Searches were carried out on 10 July 2025 and repeated on 16 March 2026, just before final analysis. New results found during final searches were screened for inclusion to ensure currency of the review. Methods: We selected studies based on the PICOS framework and predefined selection criteria: Population: adults with MPS or active myofascial trigger points (TrPs), or tendinopathies; Intervention: PNE or IMES; Comparator: sham procedures, other interventions, or no intervention; Outcomes: pain intensity (e.g., Visual Analogue Scale or Numeric Pain Rating Scale), pressure pain threshold (PPT), and functional measures; and Study Design: experimental studies. Studies focused exclusively on post-surgical or neuropathic pain, studies without a relevant comparator, and studies not reporting clinically meaningful outcomes were excluded. We assessed the risk of bias of included studies and performed a narrative synthesis. Results: From 737 identified records, 30 studies met the selection criteria. PNE was generally effective in reducing pain and improving function in tendinopathies and MPS, although results varied across outcomes and follow-ups. IMES showed moderate evidence for reducing pain and enhancing function, particularly cervical range of motion and PPT. However, both interventions had inconsistent clinical improvement and adverse events rates on disability indices and quality of life. Most studies had a high risk of bias due to challenges in blinding. Reported adverse events were minor and self-limiting, indicating that both therapies are generally safe when performed by trained clinicians. Conclusions: PNE and IMES may improve pain and some functional outcomes in MPS and tendinopathies; however, these findings should be interpreted cautiously because most included studies had a high risk of bias. Full article

Welded joints in API 5L X70 pipeline steel represent critical locations for pipelines intended for hydrogen service because welding can create microstructural inhomogeneity, stress concentrations, and uneven mechanical properties that can promote hydrogen-assisted degradation. In hydrogen-containing environments, these effects may manifest as reduced ductility, loss of fracture resistance, and increased cracking susceptibility, particularly in the weld metal and heat-affected zone. Therefore, welding procedures for X70 intended for hydrogen applications must be evaluated using systematic mechanical testing and microstructural characterization under defined hydrogen exposure conditions. The study investigates the detrimental effects of hydrogen on the mechanical integrity of pipeline materials, focusing on welded joints of the API 5L X70 steel, a candidate material for use in hydrogen-containing environments. The weldability and structural performance of the X70 pipeline steel joints in hydrogen environments, produced using automated multi-pass metal active gas (MAG) welding, was experimentally studied. Welding was performed on a DN800 pipe with precise control over welding parameters. Comprehensive analyses were conducted on the welded joints, including microstructure examinations, hardness measurements, slow strain rate testing in high-pressure gaseous H₂ with a N₂ baseline and fracture toughness testing. In high-pressure hydrogen SSRT showed a moderate reduction in ductility relative to nitrogen, with reduction of area decreasing from 81.2% (N₂) to 69.1 and 71.5% (H₂), while time-to-failure remained comparable (475 min in N₂ vs. 497 and 496 min in H₂) Ultimate tensile strength was not reduced (579 MPa in N₂ vs. 609 and 597 MPa in H₂). Secondary surface cracks were observed only on specimens tested in hydrogen. Fracture mechanics testing after hydrogen exposure yielded K_IH values of 58–59 MPa√m in the weld metal and 57–61 MPa√m in the HAZ, exceeding the 55 MPa√m acceptance threshold applied in this study. The results highlight the necessity of optimized welding techniques and targeted material analyses to ensure the safety and durability of pipelines in hydrogen-rich environments, thereby contributing to the development of reliable infrastructure for sustainable energy systems. Full article

Hemotherapy in small ruminants is indicated for several acute and chronic conditions; however, its clinical use is often limited by the difficulty in identifying suitable donors, particularly regarding blood volume availability and hematologic compatibility. Xenotransfusion in small ruminants with bovine blood may represent a practical alternative in emergency situations involving severe anemia when homologous donors are unavailable. This study evaluated the clinical, hematologic, biochemical, and blood gas responses of sheep subjected to acute blood loss followed by bovine whole blood xenotransfusion. Six healthy adult castrated male sheep (mean body weight 44.3 ± 7.2 kg) underwent removal of 40% of their estimated total blood volume. Parameters were assessed before hemorrhage induction (T0) and at times T30, T6h, T12h, T24h, T48h, T72h, T96h, T5d, T6d, T7d, T8d and T16d after transfusion. Acute blood loss significantly reduced packed cell volume and erythrocyte count at T0 (p < 0.05). After xenotransfusion, packed cell volume increased at T30min, T6h, and T12h and remained stable until T72h (p < 0.05), with progressive erythrocyte recovery and sustained macrocytosis. Total leukocyte count remained unchanged, whereas platelets increased at T7D (p < 0.05). Total protein decreased at T0 and subsequently increased. Transient elevations in urea, creatinine, glucose, pO₂, and SO₂ were observed (p < 0.05), without acid–base imbalance. Clinical parameters progressively stabilized, and no severe transfusion reactions occurred. Bovine whole blood xenotransfusion may represent a promising therapeutic alternative for sheep subjected to acute blood loss under the experimental conditions evaluated in this study. The procedure was associated with improvements in clinical, hematological, and biochemical parameters, and no severe transfusion reactions were observed during the monitoring period. These findings support the potential clinical applicability of this approach as an emergency intervention in situations where homologous donors are not readily available. Full article

Complex regional pain syndrome (CRPS) is a heterogeneous and disabling chronic pain condition characterized by maladaptive neuroplasticity involving persistent peripheral nociceptive input, autonomic dysregulation, and central sensitization. Despite increasing clinical use, the role of botulinum toxin in CRPS remains controversial, with inconsistent outcomes reported across studies. This review synthesizes mechanistic, translational, and clinical evidence suggesting that these apparent inconsistencies may be partly explained by heterogeneity in anatomical targeting and route of administration rather than absence of biological efficacy. Available evidence suggests that botulinum toxin may exhibit its most consistent therapeutic signal when delivered to neural structures directly implicated in dominant CRPS pathophysiology, particularly the sympathetic nervous system and proximal somatic afferents, whereas superficial or non-specific delivery strategies appear to yield more variable responses. Importantly, differences across anatomical targets should not be interpreted as evidence of comparative effectiveness, as observed variation may reflect phenotype selection, procedural heterogeneity, confounding, and differences in outcome reporting. By integrating experimental data, randomized trials, and case-based clinical evidence, an anatomy-informed, route-specific neuromodulation framework is proposed to reconcile existing findings and inform future research. This mechanism-informed perspective is intended to guide rational trial design and phenotype-aligned clinical application of botulinum toxin in CRPS, rather than to provide a definitive evidence-closing synthesis. Full article

Carbon-fiber-reinforced polymer (CFRP) cables have emerged as promising alternatives to conventional prestressing tendons because of their high tensile strength, excellent corrosion resistance, and low self-weight. Their use is particularly advantageous in infrastructure exposed to aggressive environments, such as chloride-induced corrosion, where improved durability and reduced maintenance are critically required. In this study, a 10 mm diameter round-bar-type CFRP cable was developed using a pultrusion process, and its applicability to structural systems was comprehensively evaluated through material testing and field implementation. Mechanical performance was assessed through tensile, relaxation, and fatigue tests. The developed CFRP cable exhibited an average tensile strength of 3019 MPa and an elastic modulus of 176.9 GPa, demonstrating mechanical properties comparable to or better than those of conventional prestressing tendons. The final relaxation ratio was measured as 2.25%, satisfying the low-relaxation criterion specified in KS D 7002. In the fatigue test, the cable sustained 2,000,000 loading cycles under a stress range corresponding to 60–66% of the ultimate tensile strength without fracture or significant stiffness degradation, confirming its excellent fatigue durability. In addition, the developed CFRP cable was implemented in a cable-net structure to verify its constructability and structural applicability in practice. The field application confirmed that the lightweight CFRP cable enabled convenient transportation and installation, while stable prestress introduction was achieved using the same tensioning procedure as that for conventional steel cable systems. The results demonstrate the integrated feasibility of the developed CFRP cable in terms of both material performance and practical structural application. This study provides experimental evidence supporting the structural use of CFRP tendons and offers a technical basis for the future development of design provisions and broader infrastructure applications. Full article

Telemedicine, driven by the Internet of Things (IoT) and wireless connectivity, is essential for managing cardiovascular diseases, where hypertension remains the primary risk factor. In preclinical research, rabbits are superior biological models compared to rodents due to their human-like lipid metabolism. However, continuous blood pressure monitoring in this species remains challenging. The gold-standard technique (direct carotid catheterization) requires terminal procedures, and indirect methods (Doppler, oscillometric) show limited agreement with direct measurements. Furthermore, commercially available implantable telemetry platforms, while enabling real-time monitoring in freely moving animals, require costly surgical implantation, specialized proprietary hardware, and post-operative recovery periods that may confound early hemodynamic data. To address these limitations, this study presents a low-cost, customizable, and minimally invasive monitoring system utilizing a pressure transducer in the central auricular artery. The device integrates an ESP32 microcontroller with IoT technology for digital signal processing and seamless wireless data transmission to the ThingSpeak cloud platform. Unlike implantable telemetry, the proposed approach avoids surgical implantation and its associated costs and recovery time, while still enabling continuous, real-time hemodynamic tracking throughout the experimental period. A pilot evaluation against the BIOPAC MP100 reference (carotid artery) demonstrated relative errors of 1.60% for mean arterial pressure, 8.58% for systolic blood pressure, and 2.43% for diastolic blood pressure. By reducing invasiveness and enhancing remote data accessibility, this system provides a promising framework for the preclinical evaluation of antihypertensive agents and cardiovascular mechanisms, bridging the gap between edge computing and remote clinical diagnostics. Full article

Many biomedical applications rely on the accurate recovery of absorption and scattering properties of human tissue. These characteristics serve as useful diagnostic indicators, holding information regarding the health and physiological status of a human subject. Many experimental methods exist for the determination of these optical properties, though many, such as integrating sphere methods, are not easily used in an in vivo setting. We have constructed and validated a spatially resolved reflectance imaging system that can be used to measure the absolute optical properties of absorbing turbid media in a non-contact, non-invasive fashion. We present detailed calibration procedures that consider our unique incident beam profile and system response with quantitative comparisons between experimentally and computationally obtained reflectance using Monte Carlo methods. Using highly scattering sphere suspensions with added absorption by ink, we show the spatially resolved reflectance imaging system’s ability to recover absorption within 20% of reference collimated transmission measurements and reduced scatter within 6% of those obtained by an extensively tested integrating sphere system, validating our system in preparation for in vivo measurements of the optical properties of human skin. Full article

This study establishes experimentally grounded circumferential thermal criteria for heat-shrinkable crosslinked polyethylene (PEX) joint casings by coupling DSC-defined thermal activation with through-thickness thermal lag measured under trench-constrained irradiation. The activation temperature was identified as 140 °C from DSC, while an upper bound of the allowable outer-surface temperature was set to avoid thermal damage during installation. Full-scale temperature mapping revealed persistent circumferential non-uniformity caused by geometric line-of-sight limitations and inter-module gap regions, where the outer-surface temperature remained approximately 10–15 °C lower than directly irradiated locations, and the inner surface exhibited a delayed response due to the low thermal conductivity of PEX. Based on these observations, a two-stage heating sequence—an initial high-power stage followed by a reduced-power soaking stage—was experimentally derived to satisfy dual constraints: achieving inner-surface activation (≥140 °C) while maintaining the outer surface below the conservative outer-surface upper bound (~280 °C) and reducing circumferential temperature differences without surface overheating. Comparative joint tests confirmed that the proposed thermal criteria and sequence promote stable interfacial bonding and cohesive failure in the mastic layer, yielding higher repeatability and smaller strength scatter than conventional manual torch heating. The proposed framework provides experimentally grounded thermal criteria and a transferable procedure for designing heating conditions for heat-shrinkable polymer casing systems under constrained field environments. Full article

To address the issues of safety risk analysis and conflict assessment for integrated flight of manned aircraft and fixed-wing unmanned aerial vehicles (UAVs) in low-altitude mixed-operation airspace, this study enhances the foundational Event model. By incorporating UAV characteristics such as geometric features and aerodynamic mechanisms, alongside design dimensions and onboard performance metrics, an improved collision risk model is developed—the Enhanced Event-Based Framework for Multidimensional Geometry and Quasi-Monte Carlo Analysis of Flight Performance (EMGF-M). This enhancement rectifies the limitations of the basic model regarding parameter coverage and scenario adaptability, thereby improving the reliability and validity of the computational results. Experimental results demonstrate that, in accordance with the target safety level for airspace conflicts set by the International Civil Aviation Organization (ICAO), the application of the improved Event collision model yields quantifiable assessments of safety risks and safe separation distances for integrated operations in low-altitude mixed-use airspace. Utilizing these computational results for integrated flight procedure design at a general airport in Southwest China, the study shows that the air traffic flow in the low-altitude mixed-operation airspace increased from 9.2 to 20.9 operations per hour. The practical significance of this method lies in its guidance for accurately assessing safety risks in mixed airspace operations and for determining quantifiable separation minima for integrated flight trajectory planning. Full article

Background and Objectives: Chemotherapeutic agents are known to disrupt wound healing; however, the influence of administration timing on skin graft repair remains insufficiently characterized. This study aimed to investigate the time-dependent effects of vinblastine exposure on full-thickness skin graft healing in a rat model. Materials and Methods: Twenty-four female Wistar albino rats were allocated into four groups (n = 6). The control group underwent grafting without pharmacologic intervention, whereas the experimental groups received a single intraperitoneal dose of vinblastine (2 mg/kg), followed by grafting in the first week, second week and third week after administration. Graft specimens were harvested on postoperative day 7 for histopathological evaluation performed by a blinded pathologist. Hematoxylin-eosin-stained sections were scored for inflammation, granulation tissue formation, fibroblast maturation, collagen deposition, re-epithelialization, and neovascularization. Intergroup comparisons were conducted using the Kruskal–Wallis test with Dunn–Bonferroni post hoc analysis. Results: Vinblastine exposure produced significant time-dependent differences in several healing parameters. Fibroblast maturation was markedly reduced in the second-week graft group compared with controls (p < 0.001). Re-epithelialization was significantly delayed in the second- and third-week groups (p = 0.033). Granulation tissue formation differed between groups (p = 0.014), with higher early scores observed in the first-week group. Notably, neovascularization was significantly greater in the third-week group than in the control and second-week groups (p = 0.010), suggesting partial recovery of angiogenic activity over time. No significant differences were detected in inflammation or collagen deposition. Conclusions: Vinblastine exposure appears to exert time-dependent effects on skin graft healing, with the second week representing a period of less favorable histopathological repair. Partial recovery observed with later grafting suggests that the interval between chemotherapeutic exposure and reconstructive procedures may influence graft outcomes and support improved surgical planning. Full article