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10 pages, 1488 KB  
Article
Electromigration of Aquaporins Controls Water-Driven Electrotaxis
by Pablo Sáez and Sohan Kale
Mathematics 2025, 13(18), 2936; https://doi.org/10.3390/math13182936 - 10 Sep 2025
Abstract
Cell motility is a process central to life and is undoubtedly influenced by mechanical and chemical signals. Even so, other stimuli are also involved in controlling cell migration in vivo and in vitro. Among these, electric fields have been shown to provide a [...] Read more.
Cell motility is a process central to life and is undoubtedly influenced by mechanical and chemical signals. Even so, other stimuli are also involved in controlling cell migration in vivo and in vitro. Among these, electric fields have been shown to provide a powerful and programmable cue to manipulate cell migration. There is now a clear consensus that the electromigration of membrane components represents the first response to an external electric field, which subsequently activates downstream signals responsible for controlling cell migration. Here, we focus on a specific mode of electrotaxis: frictionless, amoeboid-like migration. We used the Finite Element Method to solve an active gel model coupled with a mathematical model of the electromigration of aquaporins and investigate the effect of electric fields on ameboid migration. We demonstrate that an electric field can polarize aquaporins in a cell and, consequently, that the electromigration of aquaporins can be exploited to regulate water flux across the cell membrane. Our findings indicate that controlling these fluxes allows modulation of cell migration velocity, thereby reducing the cell’s migratory capacity. Our work provides a mechanistic framework to further study the impact of electrotaxis and to add new insights into specific modes by which electric fields modify cell motility. Full article
(This article belongs to the Special Issue Advances in Biological Systems with Mathematics)
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23 pages, 3818 KB  
Article
Risk-Based Analysis of Manufacturing Lead Time in Production Lines
by Oleh Pihnastyi, Anna Burduk and Dagmara Łapczyńska
Appl. Sci. 2025, 15(18), 9917; https://doi.org/10.3390/app15189917 - 10 Sep 2025
Abstract
The paper proposes a method for assessing production risks related to potential exceedances of the agreed production lead time for batches of details in small and medium-sized enterprises. The study focuses on a linear production system composed of sequential technological operations, analyzed within [...] Read more.
The paper proposes a method for assessing production risks related to potential exceedances of the agreed production lead time for batches of details in small and medium-sized enterprises. The study focuses on a linear production system composed of sequential technological operations, analyzed within the broader context of production and logistics processes. A stochastic model of the production flow has been developed, using dimensionless parameters to describe the state and trajectory of a product in a multidimensional technological space. The internal and external risk factors that affect the duration of operations are taken into account, including equipment failures, delays in material deliveries and labor availability. Analytical expressions enabling the quantitative assessment of the risk of production deadline violations and the resulting losses have been derived. The proposed method was validated on a production line for manufacturing wooden single-leaf windows. The results indicate that the presence of inter-operational reserves significantly reduces the probability of exceeding production deadlines and enhances the stability of the production process under stochastic disturbances. The use of inter-operational buffers in most cases ensured a reduction in the processing time of experimental batches of products by 18–25% and simultaneously led to a reduction in the level of production risk by several times, which confirms the effectiveness of the proposed approach and its practical significance for increasing the sustainability of production systems. Full article
(This article belongs to the Special Issue Advances in Intelligent Logistics System and Supply Chain Management)
22 pages, 1816 KB  
Review
Research Progress on Nutritional Components, Functional Active Components, and Pharmacological Properties of Floccularia luteovirens
by Siyuan Gou, Lihua Tang, Huange Huang, Yanqing Ni, Tongjia Shi, Wensheng Li, Yan Wan and Xu Zhao
Curr. Issues Mol. Biol. 2025, 47(9), 742; https://doi.org/10.3390/cimb47090742 - 10 Sep 2025
Abstract
Edible and medicinal fungi are a general term for large fungi with both edible and medicinal values. As a unique wild edible and medicinal fungus in the Qinghai-Tibet Plateau, the ‘Four Medical Classics’ of the Tang Dynasty has recorded Floccularia luteovirens effects of [...] Read more.
Edible and medicinal fungi are a general term for large fungi with both edible and medicinal values. As a unique wild edible and medicinal fungus in the Qinghai-Tibet Plateau, the ‘Four Medical Classics’ of the Tang Dynasty has recorded Floccularia luteovirens effects of external application and internal administration on swelling, cold disease, and neck stiffness. At present, it has not been artificially domesticated and has significant development potential. The mushroom is rich in nutrients. The crude protein content of 100 g dried product is 33~39% (up to 38.71 g, about 2.2 times that of Flammulina velutipes). It contains 19 amino acids (including 8 essential amino acids for the human body; tryptophan accounts for 21.55~22.63%). It is also rich in minerals such as selenium, zinc (0.09 g/kg), and iron (0.3 g/kg) and vitamins B1 (0.10 mg), B2 (1.10 mg), C (4.50 mg), and E (6.20 mg). Among the functional active substances, polysaccharides (containing 20.1% β-glucan and 5.7% mannan-oligosaccharide) had antioxidant and immunomodulatory effects, which could alleviate the weight loss of diabetic rats. The IC50 of DPPH free radical scavenging rate of phenolics (ferulic acid, etc.; total phenolic content of 4.21 ± 0.06 mg/g) was 43.85 μg/mL; there was also adenosine, volatile oil, and other components. Pharmacologically, the DPPH free radical scavenging rate of the extract was 65 ± 0.46%, the tumor inhibition rate of the polysaccharide on the tumor-bearing mice was 42.48%, the gastrodin was biocatalyzed (conversion rate 85.2%), and the extracellular polysaccharide could inhibit the color change in shrimp to achieve preservation. This paper reviews its related research progress and provides a reference for its development in the fields of healthy food and biomedicine. Full article
(This article belongs to the Section Molecular Microbiology)
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24 pages, 13913 KB  
Article
Blown Yaw: A Novel Yaw Control Method for Tail-Sitter Aircraft by Deflected Propeller Wake During Vertical Take-Off and Landing
by Yixin Hu, Guangwei Wen, Wei Qiu, Chao Xu, Li Fan and Yunhan He
Drones 2025, 9(9), 635; https://doi.org/10.3390/drones9090635 - 10 Sep 2025
Abstract
In recent years, tail-sitter unmanned aerial vehicles (UAVs), capable of vertical take-off and landing (VTOL) and long-range flight, have garnered extensive attention. However, the challenge of yaw control, particularly for large-scale UAVs, has become a significant obstacle. It is challenging to generate sufficient [...] Read more.
In recent years, tail-sitter unmanned aerial vehicles (UAVs), capable of vertical take-off and landing (VTOL) and long-range flight, have garnered extensive attention. However, the challenge of yaw control, particularly for large-scale UAVs, has become a significant obstacle. It is challenging to generate sufficient yaw moments by motor differential thrust without compromising control authority in other channels or increasing mechanical complexity. Therefore, this paper proposes the concept of blown yaw, which utilizes the high-velocity airflow over rudders, induced by the propellers slipstream, to enhance the yaw control torque actively. An over-actuated, hundred-kilogram-class, tail-sitter UAV is designed to validate the effectiveness of the proposed method. To address the control allocation problem introduced by the implementation of blown yaw, an optimization-based control allocation module is developed, capable of precisely mapping the required forces and torques to all actuators. The proposed method, combined with computational fluid dynamics (CFD) simulations, accounts for the propeller model and the significant differences in actuator effectiveness across various flight conditions. Simulation results demonstrate that the proposed blown-yaw method significantly enhances the yaw control performance, achieving an overall energy savings of approximately 8.0% and a 60% reduction in the mean-squared error. Furthermore, the method exhibits robust performance against variations in control parameters and external disturbances. Full article
20 pages, 5775 KB  
Article
Variational Bayesian Innovation Saturation Kalman Filter for Micro-Electro-Mechanical System–Inertial Navigation System/Polarization Compass Integrated Navigation
by Yu Sun, Xiaojie Liu, Xiaochen Liu, Huijun Zhao, Chenguang Wang, Huiliang Cao and Chong Shen
Micromachines 2025, 16(9), 1036; https://doi.org/10.3390/mi16091036 - 10 Sep 2025
Abstract
Aiming at the issue of time-varying measurement noise with heavy-tailed characteristics and outliers generated by the polarization compass (PC) in the micro-electro-mechanical system–inertial navigation system (MEMS-INS) and PC-integrated navigation system when it is subject to internal and external disturbances, an improved Variational Bayesian [...] Read more.
Aiming at the issue of time-varying measurement noise with heavy-tailed characteristics and outliers generated by the polarization compass (PC) in the micro-electro-mechanical system–inertial navigation system (MEMS-INS) and PC-integrated navigation system when it is subject to internal and external disturbances, an improved Variational Bayesian Innovation Saturation Robust Adaptive Kalman filter (VISKF) algorithm is proposed. This algorithm utilizes the variational Bayesian (VB) method based on Student’s t-distribution (STD) to approximately calculate the statistical characteristics of the time-varying measurement noise of the PC, thereby obtaining more accurate measurement noise statistical parameters. Additionally, the algorithm introduces an innovation saturation function and proposes an adaptive update strategy for the saturation boundary. It mitigates the problem of innovation value divergence in PC caused by outliers through a two-layer structure that can track the changes in the innovation value to adaptively adjust the saturation boundary. To verify the effectiveness of the algorithm, static and dynamic experiments were conducted on an unmanned vehicle. The experimental results show that compared with adaptive Kalman filter (AKF), variational Bayesian robust adaptive Kalman filter (VBRAKF), and innovation saturate robust adaptive Kalman filter (ISRAKF), the proposed algorithm improves the dynamic orientation accuracy by 76.89%, 67.23%, and 84.45%, respectively. Moreover, compared with other similar target algorithms, the proposed algorithm also has obvious advantages. Therefore, this method can significantly improve the navigation accuracy and robustness of the INS/PC integrated navigation system in complex environments. Full article
(This article belongs to the Special Issue MEMS Inertial Device, 2nd Edition)
11 pages, 2553 KB  
Article
A Multiscale Investigation of Cross-Sectional Shrinkage in Bamboo Culms Using Natural-Speckle Digital Image Correlation During Drying
by Chengjian Huang, Yongjie Bao, Neng Li and Junfeng Hou
Forests 2025, 16(9), 1444; https://doi.org/10.3390/f16091444 - 10 Sep 2025
Abstract
Bamboo cracking is primarily attributed to the influence of moisture on its structure. Natural-speckle digital image correlation (DIC) was employed to characterize tangential shrinkage in cross-sections, using parenchyma cells as intrinsic speckle patterns. Shrinkage behavior during the 24 h drying process at a [...] Read more.
Bamboo cracking is primarily attributed to the influence of moisture on its structure. Natural-speckle digital image correlation (DIC) was employed to characterize tangential shrinkage in cross-sections, using parenchyma cells as intrinsic speckle patterns. Shrinkage behavior during the 24 h drying process at a temperature of 103 °C across the external, middle, and internal layers was comparatively analyzed in bamboo nodal regions (NR), internodal regions (IR), and transitional zones (TZ, i.e., node–internode interfaces). Moisture had the most pronounced effect on NR, which consistently exhibited the highest moisture content and shrinkage ratios during the drying process. Notably, the drying shrinkage of the external layer was significantly greater than that of other layers. Specifically, the drying shrinkage strain ratio of the external layer of NR is 3.02 times higher than that of the internal layer, while for IR, it is 3.60 times higher. Furthermore, the external layer of NR exhibits substantial deformation during the initial stages of drying, with a drying shrinkage strain ratio of 5.96% for 2 h. The results demonstrated that shrinkage deformation in bamboo nodes was significantly greater than in other regions, offering valuable insights for developing strategies to mitigate bamboo cracking. Full article
(This article belongs to the Section Wood Science and Forest Products)
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16 pages, 2911 KB  
Article
Experimental Study on a UHPC Precast Pier with External Energy Dissipation Device for Seismic Resilience
by Chao Li, Yaowei Peng, Pengyu Yang and Kang Xiao
Buildings 2025, 15(18), 3272; https://doi.org/10.3390/buildings15183272 - 10 Sep 2025
Abstract
This study proposes a precast concrete bridge pier system designed to enhance seismic resilience and post-earthquake reparability. The structural configuration integrates ultra-high-performance concrete (UHPC), externally replaceable steel-angle energy-dissipating components, and unbonded post-tensioned tendons. The seismic performance of the system was evaluated through quasi-static [...] Read more.
This study proposes a precast concrete bridge pier system designed to enhance seismic resilience and post-earthquake reparability. The structural configuration integrates ultra-high-performance concrete (UHPC), externally replaceable steel-angle energy-dissipating components, and unbonded post-tensioned tendons. The seismic performance of the system was evaluated through quasi-static tests under cyclic loading. Experimental results demonstrated that the proposed pier exhibited stable hysteretic behavior and minimal residual displacement, effectively concentrating damage within the intended plastic hinge region. The superior strength of UHPC further contributed to improved load-bearing capacity and less localized concrete compressive damage at the rocking interface. The external steel angles improved the energy dissipation capacity of the precast column significantly, and its external arrangement made the post-earthquake replacement much easier as compared to internal energy dissipation bars. The feasibility of the proposed seismic-resilient pier system was successfully validated, offering a promising solution for bridge design in high-seismic-intensity regions. Full article
(This article belongs to the Special Issue Seismic Performance of Seismic-Resilient Structures)
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19 pages, 1180 KB  
Review
Microbial Contamination in Cosmetic Products
by Jéssica Duarte da Silva, Francisco A. M. Silva and Célia Fortuna Rodrigues
Cosmetics 2025, 12(5), 198; https://doi.org/10.3390/cosmetics12050198 - 10 Sep 2025
Abstract
European legislation defines cosmetics as substances or mixtures designed to contact external body parts for cleaning, protection, fragrance, maintenance, or appearance modification. Cosmetic regulation has become increasingly important in recent years, as the number of consumers continues to grow. One of the major [...] Read more.
European legislation defines cosmetics as substances or mixtures designed to contact external body parts for cleaning, protection, fragrance, maintenance, or appearance modification. Cosmetic regulation has become increasingly important in recent years, as the number of consumers continues to grow. One of the major challenges of the cosmetic industry is effectively communicating to consumers the critical need to avoid using expired products for several safety reasons, with microbial contamination being among the most significant concerns. A key research priority involves understanding how bacterial and fungal populations commonly proliferate within cosmetic formulations. Regulatory standards strictly prohibit specific microorganisms in finished cosmetic products, as specified in EMA guidelines, making microbiological assessment an essential component of product evaluation. This review examines the prevalence, risks, and control measures associated with microbial contamination in cosmetic products. Special attention is given to the most isolated microorganisms, factors contributing to contamination, and current preservation strategies in the cosmetic industry. Full article
(This article belongs to the Special Issue Feature Papers in Cosmetics in 2025)
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15 pages, 770 KB  
Article
Analysis of Large Language Models for Company Annual Reports Based on Retrieval-Augmented Generation
by Abhijit Mokashi, Bennet Puthuparambil, Chaissy Daniel and Thomas Hanne
Information 2025, 16(9), 786; https://doi.org/10.3390/info16090786 - 10 Sep 2025
Abstract
Large language models (LLMs) like ChatGPT-4 and Gemini 1.0 demonstrate significant text generation capabilities but often struggle with outdated knowledge, domain specificity, and hallucinations. Retrieval-Augmented Generation (RAG) offers a promising solution by integrating external knowledge sources to produce more accurate and informed responses. [...] Read more.
Large language models (LLMs) like ChatGPT-4 and Gemini 1.0 demonstrate significant text generation capabilities but often struggle with outdated knowledge, domain specificity, and hallucinations. Retrieval-Augmented Generation (RAG) offers a promising solution by integrating external knowledge sources to produce more accurate and informed responses. This research investigates RAG’s effectiveness in enhancing LLM performance for financial report analysis. We examine how RAG and the specific prompt design improve the provision of qualitative and quantitative financial information in terms of accuracy, relevance, and verifiability. Employing a design science research approach, we compare ChatGPT-4 responses before and after RAG integration, using annual reports from ten selected technology companies. Our findings demonstrate that RAG improves the relevance and verifiability of LLM outputs (by 0.66 and 0.71, respectively, on a scale from 1 to 5), while also reducing irrelevant or incorrect answers. Prompt specificity is shown to critically impact response quality. This study indicates RAG’s potential to mitigate LLM biases and inaccuracies, offering a practical solution for generating reliable and contextually rich financial insights. Full article
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19 pages, 5645 KB  
Article
Low-Backward Radiation Circular Polarization RFID Reader Antenna Design for Sports-Event Applications
by Chia-Hung Chang, Ting-An Chang, Ming-Zhang Kuo, Tung-Ming Koo, Chung-I G. Hsu and Xinhua Wang
Electronics 2025, 14(18), 3582; https://doi.org/10.3390/electronics14183582 - 9 Sep 2025
Abstract
This paper presents the design of a circularly polarized RFID ground mat antenna for UHF-band sports-event applications. Considering a practical sports-event timing system, the ground-based mat antenna with characteristics of a low-backward radiation and circular polarization is proposed. A multilayer square patch antenna [...] Read more.
This paper presents the design of a circularly polarized RFID ground mat antenna for UHF-band sports-event applications. Considering a practical sports-event timing system, the ground-based mat antenna with characteristics of a low-backward radiation and circular polarization is proposed. A multilayer square patch antenna using an acrylic dielectric substrate with a wideband branch-line coupler feeding network is employed to improve overall radiation efficiency, which, in turn, provides two excitation port with a phase difference of 90°. Thus, right-hand circular polarization can be obtained. Instead of a conventional FR4–air–FR4 structure, the proposed FR4–acrylic–FR4 composite configuration is adopted to substantially increase the antenna’s mechanical strength and durability against external pressure from runners. The antenna’s performance is attributed to the use of an effective composite dielectric constant and an optimized design of its parameters. Additionally, the patch antenna’s low-backward radiation characteristic helps reduce multipath interference in real-world applications. The measured results are in good agreement with the simulated data, validating the proposed antenna design. In order to further assess the practical performance of the antenna, outdoor measurements are carried out to validate the estimated reading distances derived from controlled anechoic chamber tests. The measured return loss remained below −10 dB across the frequency range of 755–990 MHz, exhibiting a slight discrepancy compared to the simulated bandwidth of 800–1030 MHz. For the characteristic of the circular polarization, the measured axial ratio is below 3 dB within the range of 860–920 MHz. While a more relaxed criterion of an axial ratio below 6 dB is considered, the operating frequency range extends from 560 MHz to 985 MHz, which falls within the frequency band relevant for RFID reader applications. Full article
(This article belongs to the Special Issue Analog/RF Circuits: Latest Advances and Prospects)
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15 pages, 627 KB  
Article
The Impact of Cast Walker Design on Metabolic Costs of Walking and Perceived Exertion
by Emily Standage, Dylan Christopher Tookey, Uchechukwu Ukachukwu, Marco Antonio Avalos, Ryan T. Crews and Noah J. Rosenblatt
Diabetology 2025, 6(9), 98; https://doi.org/10.3390/diabetology6090098 - 9 Sep 2025
Abstract
Background/Objectives: Cast walkers (CWs) are often prescribed to offload diabetic foot ulcers (DFUs). However, their mass, the degree of ankle immobilization and the limb length discrepancy they induce may increase the energetic demands of walking, contributing to lower adherence and poorer healing. The [...] Read more.
Background/Objectives: Cast walkers (CWs) are often prescribed to offload diabetic foot ulcers (DFUs). However, their mass, the degree of ankle immobilization and the limb length discrepancy they induce may increase the energetic demands of walking, contributing to lower adherence and poorer healing. The purpose of this study was to evaluate the effects of different commercially available CW options on the metabolic costs and perceived exertion of walking, and on related spatiotemporal kinematics, in healthy young participants as an initial step to understanding factors that impact adherence in patients with DFUs. Methods: Participants walked on an instrumented treadmill at a standardized speed for six minutes under five footwear conditions: (1) athletic shoes only (control); (2) ankle-high CW on the dominant limb with athletic shoe on the contralateral limb; (3) condition two with an external lift on the athletic shoe; (4 and 5) conditions two and three with a knee-high CW. Condition 1 was performed first, after which the CW conditions were randomized. During all conditions, a portable calorimeter recorded gas exchange on a breath-by-breath basis. The metabolic cost of transport (MCoT) was quantified as the mean oxygen consumed per meter walked per kilogram body mass, after accounting for standing. After walking, participants reported perceived exertion using the Borg Rating of Perceived Exertion scale (RPE). From the treadmill data, we extracted the mean step width (SW) as well as absolute values for symmetry indices (SIs) for step length (SL) and step time (ST), all of which have associations with MCoT. For each outcome, linear mixed models compared each CW condition with the control and tested for effects of CW height (ankle-high vs. knee-high) and of the lift. Results: A total of 14 healthy young adults without diabetes participated. MCoT, RPE and SW were significantly higher for all CW conditions compared to the control, with less consistent results for asymmetry measures. MCoT was not significantly different across CW height or lift condition although an unexpected interaction between limb and CW height n was observed; MCoT was lower in the knee-high CW with vs. without a lift but did not change in the ankle-high CW based on lift status. Similarly, neither SW nor SIs changed in expected fashions across conditions. In contrast, RPE was significantly lower using the ankle- vs. knee-high CW and when using a lift vs no lift, with no significant interaction. Conclusions: Although metabolic costs were unaffected by CW design changes, which may reflect the absence of anticipated changes in kinematics that impact MCoT, perceived exertion was reduced through such changes. Unanticipated biomechanical changes may reflect a complex interaction among a number of competing factors that dictate behavior and MCoT. The differing results in perception of exertion and metabolic costs might be due to participants’ perceived exertion being sensitive to the collective impact of interacting biomechanical factors, including those not quantified in this study. Future work should seek to directly evaluate the impact of CW design changes in patients with DFU and the relationship to adherence. Full article
43 pages, 2358 KB  
Review
A Comprehensive Review of the Triangular Relationship Among Diet, Gut Microbiota, and Aging
by Chapa Ramasinghe, Matteo Bordiga and Baojun Xu
Int. J. Mol. Sci. 2025, 26(18), 8785; https://doi.org/10.3390/ijms26188785 - 9 Sep 2025
Abstract
Aging is a complex biological process influenced by internal and external factors, with diet and gut microbiota emerging as pivotal, interconnected modulators. This review explores their triangular relationship, emphasizing how they dynamically interact to shape health across the lifespan. Aging involves notable shifts [...] Read more.
Aging is a complex biological process influenced by internal and external factors, with diet and gut microbiota emerging as pivotal, interconnected modulators. This review explores their triangular relationship, emphasizing how they dynamically interact to shape health across the lifespan. Aging involves notable shifts in gut microbiota, including reduced diversity, increased pro-inflammatory taxa, and impaired production of key metabolites, like short-chain fatty acids. These changes contribute to systemic inflammation, immune-senescence, and age-related conditions, such as cognitive decline and metabolic disorders. Diet, particularly Mediterranean and plant-based patterns, plays a critical role in modulating gut microbiota by enhancing beneficial microbes and their metabolic functions. In contrast, Western-style diets rich in saturated fats and processed foods promote dysbiosis and accelerate aging. The review synthesizes evidence from human studies, animal models, and interventions to show how microbiota mediates diet-driven effects on aging. It also explores the role of specific nutrients, fiber, omega-3 fatty acids, and polyphenols in influencing microbial and host aging biology. Emerging therapies, including probiotics, prebiotics, and precision nutrition, show promise for promoting healthy aging by restoring microbial balance. However, gaps remain, including the need for long-term, age-specific studies, standardized microbiome protocols, and integrated omics approaches to support targeted longevity strategies. Full article
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28 pages, 58198 KB  
Article
Numerical Investigation of Ultra-Long Gravity Heat Pipe Systems for Geothermal Power Generation at Mount Meager
by Yutong Chai, Wenwen Cui, Ao Ren, Soheil Asgarpour and Shunde Yin
Mining 2025, 5(3), 55; https://doi.org/10.3390/mining5030055 - 9 Sep 2025
Abstract
The Super-long Gravity Heat Pipe (SLGHP) is an efficient geothermal energy utilization technology that can transmit thermal energy by fully utilizing natural temperature differences without external energy input. This study focuses on the high-altitude geothermal environment of Mount Meager, Canada, and employs numerical [...] Read more.
The Super-long Gravity Heat Pipe (SLGHP) is an efficient geothermal energy utilization technology that can transmit thermal energy by fully utilizing natural temperature differences without external energy input. This study focuses on the high-altitude geothermal environment of Mount Meager, Canada, and employs numerical simulations and dynamic thermal analysis to systematically investigate the thermal transport performance of the SLGHP system under both steady-state and dynamic operating conditions. The study also examines the impact of various structural parameters on the system’s performance. Three-dimensional CFD simulations were conducted to analyze the effects of pipe diameter, length, filling ratio, working fluid selection, and pipe material on the heat transfer efficiency and heat flux distribution of the SLGHP. The results indicate that working fluids such as CO2 and NH3 significantly enhance the heat flux density, while increasing pipe diameter may reduce the amount of liquid retained in the condenser section, thereby affecting condensate return and thermal stability. Furthermore, dynamic thermal analysis using a three-node RC network model simulated the effects of diurnal temperature fluctuations and variations in the convective heat transfer coefficient in the condenser section on system thermal stability. The results show that the condenser heat flux can reach a peak of 5246 W/m2 during the day, while maintaining a range of 2200–2600 W/m2 at night, with the system exhibiting good thermal responsiveness and no significant lag or flow interruption. In addition, based on the thermal output of the SLGHP system and the integration with the Organic Rankine Cycle (ORC) system, the power generation potential analysis indicates that the system, with 100 heat pipes, can provide stable power generation of 50–60 kW. In contrast to previous SLGHP studies focused on generalized modeling, this work introduces a site-specific CFD–RC framework, quantifies structural sensitivity via heat flux indices, and bridges numerical performance with economic feasibility, offering actionable insights for high-altitude deployment. This system has promising practical applications, particularly for providing stable renewable power in remote and cold regions. Future research will focus on field experiments and system optimization to further improve system efficiency and economic viability. Full article
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20 pages, 2553 KB  
Article
CCIBA: A Chromatic Channel-Based Implicit Backdoor Attack on Deep Neural Networks
by Chaoliang Li, Jiyan Liu, Yang Liu and Shengjie Yang
Electronics 2025, 14(18), 3569; https://doi.org/10.3390/electronics14183569 - 9 Sep 2025
Abstract
Deep neural networks (DNNs) excel in image classification but are vulnerable to backdoor attacks due to reliance on external training data, where specific markers trigger preset misclassifications. Existing attack techniques have an obvious trade-off between the effectiveness of the triggers and the stealthiness, [...] Read more.
Deep neural networks (DNNs) excel in image classification but are vulnerable to backdoor attacks due to reliance on external training data, where specific markers trigger preset misclassifications. Existing attack techniques have an obvious trade-off between the effectiveness of the triggers and the stealthiness, which limits their practical application. For this purpose, in this paper, we develop a method—chromatic channel-based implicit backdoor attack (CCIBA), which combines a discrete wavelet transform (DWT) and singular value decomposition (SVD) to embed triggers in the frequency domain through the chromaticity properties of the YUV color space. Experimental validation on different image datasets shows that compared to existing methods, CCIBA can achieve a higher attack success rate without a large impact on the normal classification ability of the model, and its good stealthiness is verified by manual detection as well as different experimental metrics. It successfully circumvents existing defense methods in terms of sustainability. Overall, CCIBA strikes a balance between covertness, effectiveness, robustness and sustainability. Full article
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21 pages, 851 KB  
Article
Investigation of User Acceptance Mechanisms for Social Check-In and Photo Capture Features in Citywalk-Related Applications with Technology Acceptance Model
by Yusheng Guo, Yuan Wang and Anthony Kong
Tour. Hosp. 2025, 6(4), 172; https://doi.org/10.3390/tourhosp6040172 - 9 Sep 2025
Abstract
In the context of the high development of mobile internet and social media, the social clocking and photographing function of tourism applications has become a key factor to enhance user experience and enhance product competitiveness. Citywalk, as a new way of exploring cities, [...] Read more.
In the context of the high development of mobile internet and social media, the social clocking and photographing function of tourism applications has become a key factor to enhance user experience and enhance product competitiveness. Citywalk, as a new way of exploring cities, emphasizes individuality and social interaction by providing a walking experience of the city’s history and culture. This study is based on the Technology Acceptance Model, combined with the Use and Gratification Theory, to systematically explore the core mechanisms that influence user acceptance and continued use of the social check-in and photo-taking function in Citywalk-related applications (app). Firstly, this article analyzes the impact of perceived usefulness and perceived ease of use on user technology adoption through a technology acceptance model. At the same time, the five major needs of use and satisfaction theory (information needs, entertainment needs, social interaction needs, identity confirmation needs, and escapism needs) are introduced as external influencing variables to construct an optimized technology acceptance model. Secondly, based on this theoretical framework, this article proposes relevant research hypotheses and designs a questionnaire for empirical analysis. Reliability analysis, validity analysis, and regression analysis are used to verify the relationship between influencing factors and user behavior. The research results reveal relevant research questions, namely, the core factors influencing users’ use of social check-in and photo-taking functions (RQ1), elucidating the mechanism of technology perception on user satisfaction and willingness to continue using (RQ2), and identifying the acceptance gap between user needs and actual experience in existing feature designs (RQ3). At the same time, this article provides optimization strategies for the Citywalker App (Version 1.0) and similar products to enhance user experience, strengthen social communication effects, and promote market promotion. Ultimately, this study aims to provide theoretical support and practical guidance for the design of tourism social media functions and promote innovative development in related fields. Full article
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