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28 pages, 12093 KB  
Article
Static and Free-Boundary Vibration Analysis of Egg-Crate Honeycomb Core Sandwich Panels Using the VAM-Based Equivalent Model
by Ruihao Li, Hui Yuan, Zhenxuan Cai, Zhitong Liu, Yifeng Zhong and Yuxin Tang
Materials 2025, 18(17), 4014; https://doi.org/10.3390/ma18174014 - 27 Aug 2025
Viewed by 485
Abstract
This study proposes a novel egg-crate honeycomb core sandwich panel (SP-EHC) that combines the structural advantages of conventional lattice and grid configurations while mitigating their limitations in stability and mechanical performance. The design employs chamfered intersecting grid walls to create a semi-enclosed honeycomb [...] Read more.
This study proposes a novel egg-crate honeycomb core sandwich panel (SP-EHC) that combines the structural advantages of conventional lattice and grid configurations while mitigating their limitations in stability and mechanical performance. The design employs chamfered intersecting grid walls to create a semi-enclosed honeycomb architecture, enhancing out-of-plane stiffness and buckling resistance and enabling ventilation and drainage. To facilitate efficient and accurate structural analysis, a two-dimensional equivalent plate model (2D-EPM) is developed using the variational asymptotic method (VAM). This model significantly reduces the complexity of three-dimensional elasticity problems while preserving essential microstructural characteristics. A Reissner–Mindlin-type formulation is derived, enabling local field reconstruction for detailed stress and displacement evaluation. Model validation is conducted through experimental testing and three-dimensional finite element simulations. The 2D-EPM demonstrates high accuracy, with static analysis errors in load–displacement response within 10% and a maximum modal frequency error of 10.23% in dynamic analysis. The buckling and bending analyses, with or without initial deformation, show strong agreement with the 3D-FEM results, with deviations in the critical buckling load not exceeding 5.23%. Local field reconstruction achieves stress and displacement prediction errors below 2.7%, confirming the model’s fidelity at both global and local scales. Overall, the VAM-based 2D-EPM provides a robust and computationally efficient framework for the structural analysis and optimization of advanced sandwich panels. Full article
(This article belongs to the Section Construction and Building Materials)
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17 pages, 2885 KB  
Article
Energy Management of Electric–Hydrogen Coupled Integrated Energy System Based on Improved Proximal Policy Optimization Algorithm
by Jingbo Zhao, Zhengping Gao and Zhe Chen
Energies 2025, 18(15), 3925; https://doi.org/10.3390/en18153925 - 23 Jul 2025
Viewed by 597
Abstract
The electric–hydrogen coupled integrated energy system (EHCS) is a critical pathway for the low-carbon transition of energy systems. However, the inherent uncertainties of renewable energy sources present significant challenges to optimal energy management in the EHCS. To address these challenges, this paper proposes [...] Read more.
The electric–hydrogen coupled integrated energy system (EHCS) is a critical pathway for the low-carbon transition of energy systems. However, the inherent uncertainties of renewable energy sources present significant challenges to optimal energy management in the EHCS. To address these challenges, this paper proposes an energy management method for the EHCS based on an improved proximal policy optimization (IPPO) algorithm. This method aims to overcome the limitations of traditional heuristic algorithms, such as low solution accuracy, and the inefficiencies of mathematical programming methods. First, a mathematical model for the EHCS is established. Then, by introducing the Markov decision process (MDP), this mathematical model is transformed into a deep reinforcement learning framework. On this basis, the state space and action space of the system are defined, and a reward function is designed to guide the agent to learn to the optimal strategy, which takes into account the constraints of the system. Finally, the efficacy and economic viability of the proposed method are validated through numerical simulation. Full article
(This article belongs to the Special Issue Advances in Hydrogen Energy and Power System)
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13 pages, 1624 KB  
Article
Virtual Reality Gaming and Its Impact and Effectiveness in Improving Eye–Hand Coordination and Attention Concentration in the Oldest-Old Population
by Żaneta Grzywacz, Justyna Jaśniewicz, Anna Koziarska, Dorota Borzucka and Edyta Majorczyk
J. Clin. Med. 2025, 14(13), 4651; https://doi.org/10.3390/jcm14134651 - 1 Jul 2025
Viewed by 1524
Abstract
Background: The ageing process is associated with a decline in cognitive functions, including eye–hand coordination, attention concentration, and psychomotor reaction time. This study aimed to assess the effectiveness of virtual reality–based therapy in enhancing cognitive functions in seniors. Methods: This study [...] Read more.
Background: The ageing process is associated with a decline in cognitive functions, including eye–hand coordination, attention concentration, and psychomotor reaction time. This study aimed to assess the effectiveness of virtual reality–based therapy in enhancing cognitive functions in seniors. Methods: This study was conducted on 38 cases (29 women and 9 men) with a mean age of 87.2 years, who were divided into two groups: a VR group (with a 4-week, three-time-week training program using the game “Beat Saber”) and a control group (with a standard 4-week exercise program). Assessments of eye–hand coordination and attentional concentration were conducted at the beginning (T0) and the end (T1) of the training. Results: Analysis of eye–hand coordination and attentional concentration showed significant improvement in both groups (T0 vs. T1: p = 0.0002 for the intervention group and p = 0.007 for the control group). However, the effect in the VR group was almost three times greater than in the control group (1.689 vs. 0.615 in D effect). Moreover, in the VR group, an analysis of “good cuts” indicated improvements in both parameters after 4 weeks of VR training. The percentage of correctly received stimuli increased significantly across sessions (p < 0.00001). Furthermore, 84.3% of participants experienced a twofold improvement in performance over the 12 VR sessions (42% vs. 80% accuracy in successful hits). The distribution of results also suggests a positive subjective impact of VR therapy in maintaining mental activity. Conclusions: The findings indicate that VR-related training can support elderly individuals in recovering cognitive function, potentially enhancing their independence and life quality. Full article
(This article belongs to the Special Issue Advances in Rehabilitation Care for Geriatric Diseases)
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13 pages, 1517 KB  
Article
Binocular Advantage in Established Eye–Hand Coordination Tests in Young and Healthy Adults
by Michael Mendes Wefelnberg, Felix Bargstedt, Marcel Lippert and Freerk T. Baumann
J. Eye Mov. Res. 2025, 18(3), 14; https://doi.org/10.3390/jemr18030014 - 7 May 2025
Viewed by 1196
Abstract
Background: Eye–hand coordination (EHC) plays a critical role in daily activities and is affected by monocular vision impairment. This study evaluates existing EHC tests to detect performance decline under monocular conditions, supports the assessment and monitoring of vision rehabilitation, and quantifies the binocular [...] Read more.
Background: Eye–hand coordination (EHC) plays a critical role in daily activities and is affected by monocular vision impairment. This study evaluates existing EHC tests to detect performance decline under monocular conditions, supports the assessment and monitoring of vision rehabilitation, and quantifies the binocular advantage of each test. Methods: A total of 70 healthy sports students (aged 19–30 years) participated in four EHC tests: the Purdue Pegboard Test (PPT), Finger–Nose Test (FNT), Alternate Hand Wall Toss Test (AHWTT), and Loop-Wire Test (LWT). Each participant completed the tests under both binocular and monocular conditions in a randomized order, with assessments conducted by two independent raters. Performance differences, binocular advantage, effect sizes, and interrater reliability were analyzed. Results: Data from 66 participants were included in the final analysis. Significant performance differences between binocular and monocular conditions were observed for the LWT (p < 0.001), AHWTT (p < 0.001), and PPT (p < 0.05), with a clear binocular advantage and large effect sizes (SMD range: 0.583–1.660) for the AHWTT and LWT. Female participants performed better in fine motor tasks, while males demonstrated superior performance in gross motor tasks. Binocular performance averages aligned with published reference values. Conclusions: The findings support the inclusion of the LWT and AHWTT in clinical protocols to assess and assist individuals with monocular vision impairment, particularly following sudden uniocular vision loss. Future research should extend these findings to different age groups and clinically relevant populations. Full article
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18 pages, 1001 KB  
Article
Design and Validation of an Instrument to Measure the Communication of Bad News for Nurses
by Manuel González-Cabrera, Sergio Martínez-Vázquez, Antonio Hernández-Martínez, Rocío Adriana Peinado-Molina, María Antonia Díaz-Ogallar and Juan Miguel Martínez-Galiano
Nurs. Rep. 2025, 15(5), 156; https://doi.org/10.3390/nursrep15050156 - 30 Apr 2025
Viewed by 896
Abstract
Background: There is a notable lack of Communication of Bad News (CBN) training for nurses, along with the absence of validated tools to assess this. The aim of this research is to design and validate an instrument to assess the communication of bad [...] Read more.
Background: There is a notable lack of Communication of Bad News (CBN) training for nurses, along with the absence of validated tools to assess this. The aim of this research is to design and validate an instrument to assess the communication of bad news among nursing professionals in Spain: the “Communication of Bad News in Nursing (CBNN)” tool. Methods: A multilevel nursing panel of experts participated in creating CBNN. A cross-sectional study was carried out on 218 Spanish nurses. Then, an Exploratory Factor Analysis (EFA), Confirmatory Factor Analysis (CFA), and a convergent validity study were carried out with the Scale of Communication Skills in Nursing Professionals in the Spanish Environment (EHC), and a reliability study using internal consistency (Cronbach’s α) and Coefficient of Intraclass Correlation (ICC). Results: The KMO test gave an adequate value, and Bartlett’s sphericity test was significant. The EFA identified four components (empathy and perception; environment preparation, invitation, and strategy; information given and the act of communicating; and communication method) that explained most of the variance. A good fit was observed in the CFA for most of the evaluated indicators. CBNN correlated positively with EHC and was statistically associated with considering it necessary to be trained in CBN or degree of preparation. Cronbach’s α value was excellent. The ICC of absolute agreement after 96 h was good. Conclusions: The Communication of Bad News in Nursing questionnaire can be considered an effective tool for assessing the communication of bad news in nursing. It serves as a self-assessment tool for nurses to identify their strengths and areas for improvement in attitudes, knowledge, and skills regarding CBN. Full article
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27 pages, 2910 KB  
Article
Underwater Digital Twin Sensor Network-Based Maritime Communication and Monitoring Using Exponential Hyperbolic Crisp Adaptive Network-Based Fuzzy Inference System
by Bala Anand Muthu and Claudia Cherubini
Water 2025, 17(9), 1324; https://doi.org/10.3390/w17091324 - 28 Apr 2025
Cited by 2 | Viewed by 1524
Abstract
The underwater conditions of the coastal ecosystem require careful monitoring to anticipate potential environmental hazards. Moreover, the unique characteristics of the marine underwater environment have presented numerous challenges for the advancement of underwater sensor networks. Current studies have not extensively integrated Digital Twins [...] Read more.
The underwater conditions of the coastal ecosystem require careful monitoring to anticipate potential environmental hazards. Moreover, the unique characteristics of the marine underwater environment have presented numerous challenges for the advancement of underwater sensor networks. Current studies have not extensively integrated Digital Twins with underwater sensor networks aimed at monitoring the marine ecosystem. Consequently, this study proposes a decision-making framework based on Underwater Digital Twins (UDTs) utilizing the Exponential Hyperbolic Crisp Adaptive Network-based Fuzzy Inference System (EHC-ANFIS). The process begins with the initialization and registration of an Underwater Autonomous Vehicle (UAV). Subsequently, data are collected from the sensor network and relayed to the UDT model. The optimal path is determined using Adaptive Pheromone Ant Colony Optimization (AP-ACO) to ensure efficient data transmission. Following this, data compression is achieved through the Sliding–Huffman Coding (SHC) algorithm. The Twisted Koblitz Curve Cryptography (TKCC) method is employed to enhance data security. Additionally, an Anomaly Detection System (ADS) is trained, which involves collecting and pre-processing sensor network data. A Radial Chart is then utilized for effective visualization. Anomalies are detected using the CosLU-Variational Shake-Long Short-Term Memory (CosLU-VS-LSTM) approach. For standard data, decision-making based on the UDT model is conducted using EHC-ANFIS, with a fuzzification duration of 21,045 milliseconds. Finally, alerts are dispatched to the Maritime Alert Command Centre (MACC). This approach enhances maritime communication and monitoring along coastal areas, with specific reference to the Coromandel Coast, thereby contributing to the protection of the coastal ecosystem. Full article
(This article belongs to the Section Oceans and Coastal Zones)
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16 pages, 4725 KB  
Article
Interaction of Erdosteine with TrkA Signaling Pathways: Implications for Analgesia
by Nicoletta Marchesi, Stefano Govoni, Clive P. Page, Luda Diatchenko, Alessia Pascale, Piercarlo Fantucci, Jacopo Vertemara, Silvia Natoli and Massimo Allegri
Int. J. Mol. Sci. 2025, 26(9), 4079; https://doi.org/10.3390/ijms26094079 - 25 Apr 2025
Viewed by 1338
Abstract
Thiol-containing drugs may interact with a region of tropomyosin receptor kinase A (TrkA), potentially inhibiting its activation by nerve growth factor (NGF). This action has been linked to potential analgesic activities. Here, we describe the ability of erdosteine, a thiolic compound classified as [...] Read more.
Thiol-containing drugs may interact with a region of tropomyosin receptor kinase A (TrkA), potentially inhibiting its activation by nerve growth factor (NGF). This action has been linked to potential analgesic activities. Here, we describe the ability of erdosteine, a thiolic compound classified as a mucolytic agent, to bind to the TrkA receptor sequence in silico and its in vitro effects on TrkA activation induced by NGF in cultured human neuroblastoma cells. Our results show that erdosteine and its metabolite, Met-1, bind to the TrkA receptor pocket, involving the primary TrkA residues Glu331, Arg347, His298, and His297. Furthermore, Met-1 has the ability to reduce the disulfide bridge between Cys300 and Cys345 of TrkA. In vitro measurement of TrkA autophosphorylation following NGF activation confirmed that erdosteine and Met-1 interfere with NGF-induced TrkA activation, leading to a consequent loss of the molecular recognition and spatial reorganization necessary for the induction of the autophosphorylation process. This effect was inhibited by low millimolar concentrations of the two compounds, reaching a maximal inhibition (around 40%) after 24 h of exposure to 1 mM erdosteine, and then plateauing. These findings suggest that erdosteine can act as a TrkA antagonist, thus indicating that this drug may have potential as an analgesic via a novel non-opioid mechanism of action operating through NGF signaling inhibition at the level of TrkA. Full article
(This article belongs to the Collection Feature Papers Collection in Biochemistry)
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21 pages, 2834 KB  
Article
How Does Virtual Reality Training Affect Reaction Time and Eye–Hand Coordination? The Impact of Short- and Long-Term Interventions on Cognitive Functions in Amateur Esports Athletes
by Maciej Lachowicz, Anna Serweta-Pawlik, Alicja Konopka-Lachowicz, Dariusz Jamro and Grzegorz Żurek
Appl. Sci. 2025, 15(8), 4346; https://doi.org/10.3390/app15084346 - 15 Apr 2025
Cited by 2 | Viewed by 4933
Abstract
This study investigates the efficacy of VR-based cognitive training using the game Beat Saber in enhancing cognitive functions in amateur e-athletes. Participants were divided into two groups, undergoing either 8-day or 28-day training. Significant improvements were observed in reaction time (RT) and eye–hand [...] Read more.
This study investigates the efficacy of VR-based cognitive training using the game Beat Saber in enhancing cognitive functions in amateur e-athletes. Participants were divided into two groups, undergoing either 8-day or 28-day training. Significant improvements were observed in reaction time (RT) and eye–hand coordination (EHC) for both groups. Notably, cognitive gains in EHC were maintained over time, indicating the durability of training effects. The lack of significant differences between the short-term and long-term training outcomes suggests that even brief, intensive VR training can lead to substantial cognitive improvements, potentially obviating the need for extended training periods. The findings underscore the potential of immersive VR games like Beat Saber as effective tools for cognitive training. This study also highlights the relevance of VR technology beyond entertainment, demonstrating its application in cognitive enhancement. Given the rising popularity of esports and VR, integrating such technologies into cognitive training programs offers a promising avenue for improving cognitive functions in younger populations familiar with virtual environments. The results suggest that VR-based interventions can enhance cognitive functions which are crucial for both competitive esports and general cognitive functioning, making VR a versatile tool in various training contexts. Further research is recommended to explore the generalizability of these findings to other VR games and different populations. Full article
(This article belongs to the Special Issue Virtual and Augmented Reality: Theory, Methods, and Applications)
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38 pages, 452 KB  
Review
Exploring the Potential of Dietary Supplements to Alleviate Pain Due to Long COVID
by Nicoletta Marchesi, Massimo Allegri, Giacomo Matteo Bruno, Alessia Pascale and Stefano Govoni
Nutrients 2025, 17(7), 1287; https://doi.org/10.3390/nu17071287 - 7 Apr 2025
Cited by 1 | Viewed by 10572
Abstract
Long COVID, characterized by persistent symptoms following COVID-19 infection, significantly impacts individuals’ health and daily functioning due to fatigue and pain. Focusing on pain, this review addresses nociplastic and chronic pain conditions. Interventions designed to reduce inflammation, oxidative stress, and enhance vagal activity [...] Read more.
Long COVID, characterized by persistent symptoms following COVID-19 infection, significantly impacts individuals’ health and daily functioning due to fatigue and pain. Focusing on pain, this review addresses nociplastic and chronic pain conditions. Interventions designed to reduce inflammation, oxidative stress, and enhance vagal activity may offer a promising approach to managing post-pandemic pain. This review presents individual components of food supplements with demonstrated efficacy in one or more pain conditions, focusing on their proposed mechanisms and clinical activity in pain, including their use in post-COVID-19 pain when available. Many of these substances have a long history of safe use and may offer an alternative to long-term analgesic drug treatment, which is often associated with potential side effects. This review also explores the potential for synergistic effects when combining these substances with each other or with conventional analgesics, considering the advantages for both patients and the healthcare system in using these substances as adjunctive or primary therapies for pain symptoms related to long COVID. While preclinical scientific literature provides a mechanistic basis for the action of several food supplements on pain control mechanisms and signaling pathways, clinical experience, particularly in the field of long COVID-associated pain, is still limited. However, the reviewed literature strongly suggests that the use of food supplements in long COVID-associated pain is an attainable goal, provided that rigorous clinical trials are conducted. Full article
(This article belongs to the Special Issue Nutrition and Nutraceuticals for Pain Prevention and Treatment)
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16 pages, 5278 KB  
Article
From Grammont to a New 135° Short-Stem Design: Two-Hand Lever Test and Early Superior–Lateral Dislocations Reveal Critical Role of Liner Stability Ratio and Stem Alignment
by Stefan Bauer, Jaad Mahlouly, Luca Tolosano, Philipp Moroder, William G. Blakeney and Wei Shao
J. Clin. Med. 2025, 14(6), 1898; https://doi.org/10.3390/jcm14061898 - 11 Mar 2025
Cited by 1 | Viewed by 1786
Abstract
Background: In reverse shoulder arthroplasty (RSA), the neck–shaft angle (NSA) has trended downward from 155° to 135° to reduce scapular notching, but concerns about instability persist. To assess superior–lateral stability, we developed the intraoperative two-hand lever test (2HLT). The primary objective was [...] Read more.
Background: In reverse shoulder arthroplasty (RSA), the neck–shaft angle (NSA) has trended downward from 155° to 135° to reduce scapular notching, but concerns about instability persist. To assess superior–lateral stability, we developed the intraoperative two-hand lever test (2HLT). The primary objective was to evaluate the effectiveness of the 2HLT, analyze the learning curve in this first study reporting on the new Perform stem, and compare the liner characteristics of 155° and 135° systems. Methods: In a single-surgeon learning curve study, 81 RSA procedures with the new Perform stem (Stryker) were included. The outcomes included the 2HLT test applied in 65 cases, early dislocations, stem alignment, stem length, liner type/thickness, and complications. The early dislocation rate was compared to 167 prior Ascend Flex RSA procedures (Stryker). The liner characteristics of three 135° systems (Perform/Stryker, Univers/Arthrex, and Altivate/Enovis) were compared to traditional 155° Grammont systems (Delta Xtend/DePuy, Affinis Metal/Mathys, SMR 150/Lima, and Aequalis Reversed/Stryker), focusing on jump height (JH) and the liner stability ratio (LSR). Results: In 63% (31/49) of the cases, the 2HLT detected superior–lateral instability, necessitating a retentive 135° liner. The early dislocation rate in the Perform cohort was 4.9% (0% for retentive liners, 8% for standard liners) versus 0% in the Ascend Flex cohort. The mean effective NSA was 133° (127–144°) for short Perform stems and 135° (129–143°) for long stems. Long Perform stems significantly reduced varus outlier density below 132° and 130° (p = 0.006, 0.002). The 36 mm Perform 135° standard liner has a JH of 8.1 mm and an LSR of 152%, markedly lower than the Altivate (10.0 mm/202%) and Univers (9.7 mm/193%) and similar to traditional 155° Grammont liners (8.1–8.9 mm/147–152%). Perform retentive liners have LSR values of 185–219%, comparable to the established 135° design standard liners (195–202%). In the Perform cohort, early complications included four superior–lateral dislocations (all standard liners, LSR 147–152%) requiring four revisions. Conclusions: Perform standard liners have a lower LSR than the established 135° designs. Retentive Perform liners (LSR > 184%) are comparable to standard liners of established 135° designs and effectively mitigate instability. We recommend discontinuing non-retentive Perform standard liners (NSA 135°, LSR < 158%) due to the 63% superior–lateral instability rate detected with the novel 2HLT, necessitating retentive liners, the documented LSR-NSA implant mismatch, and an early clinical dislocation rate of up to 8%. Full article
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19 pages, 3735 KB  
Article
A Fluorescent Probe for Imaging and Treating S-Nitrosation Stress in OGD/R Cells
by Hui Ye, Chen Zhang, Lerong Li, Cunrui Li, Jiayue Yu, Duorui Ji, Zhuangzhuang Liang, Jianbing Wu and Zhangjian Huang
Antioxidants 2025, 14(3), 311; https://doi.org/10.3390/antiox14030311 - 4 Mar 2025
Cited by 1 | Viewed by 1437
Abstract
Protein S-nitrosation, a redox post-translational modification elicited by nitric oxide (NO), is essential for modulating diverse protein functions and signaling pathways. Dysregulation of S-nitrosation is implicated in various pathological processes, including oxygen-glucose deprivation/reperfusion (OGD/R) injury, a widely used model for ischemia-reperfusion diseases. The [...] Read more.
Protein S-nitrosation, a redox post-translational modification elicited by nitric oxide (NO), is essential for modulating diverse protein functions and signaling pathways. Dysregulation of S-nitrosation is implicated in various pathological processes, including oxygen-glucose deprivation/reperfusion (OGD/R) injury, a widely used model for ischemia-reperfusion diseases. The dynamic changes in S-nitrosothiols (SNOs) during ischemia-reperfusion highlight the need for theranostic strategies to monitor and modulate SNO levels based on pathological progression. However, to date, no theranostic strategies have been reported for addressing dysregulated SNO in disease models, particularly in OGD/R conditions. Here, we report the development of a selective probe P-EHC, which could specifically react with SNOs to release EHC, not only exhibiting turn-on fluorescence with high quantum yield and good water solubility but also demonstrating macrophage migration inhibitory factor (MIF) inhibitory activity. In an OGD/R model of SH-SY5Y cells, we observed elevated SNO levels by using live-cell confocal imaging. Treatment of P-EHC significantly reduced intracellular reactive oxygen species (ROS), lowered total NOx species, and improved cell viability in the OGD/R model. In summary, the simplicity and versatility of P-EHC suggest its broad applicability for monitoring SNO in various biological models and therapeutic contexts, particularly in ischemia-reperfusion diseases. Full article
(This article belongs to the Special Issue Nitric Oxide and Redox Mechanisms)
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19 pages, 5398 KB  
Article
EHC-GCN: Efficient Hierarchical Co-Occurrence Graph Convolution Network for Skeleton-Based Action Recognition
by Ying Bai, Dongsheng Yang, Jing Xu, Lei Xu and Hongliang Wang
Appl. Sci. 2025, 15(4), 2109; https://doi.org/10.3390/app15042109 - 17 Feb 2025
Cited by 1 | Viewed by 1713
Abstract
In tasks such as intelligent surveillance and human–computer interaction, developing rapid and effective models for human action recognition is crucial. Currently, Graph Convolution Networks (GCNs) are widely used for skeleton-based action recognition. Still, they primarily face two issues: (1) The insufficient capture of [...] Read more.
In tasks such as intelligent surveillance and human–computer interaction, developing rapid and effective models for human action recognition is crucial. Currently, Graph Convolution Networks (GCNs) are widely used for skeleton-based action recognition. Still, they primarily face two issues: (1) The insufficient capture of global joint responses, making it difficult to utilize the correlations between all joints. (2) Existing models often tend to be over-parameterized. In this paper, we therefore propose an Efficient Hierarchical Co-occurrence Graph Convolution Network (EHC-GCN). By employing a simple and practical hierarchical co-occurrence framework to adjust the degree of feature aggregation on demand, we first use spatial graph convolution to learn the local features of joints and then aggregate the global features of all joints. Secondly, we introduce depth-wise separable convolution layers to reduce the model parameters. Additionally, we apply a two-stream branch and attention mechanism to further extract discriminative features. On two large-scale datasets, the proposed EHC-GCN achieves better or comparable performance on both 2D and 3D skeleton data to the state-of-the-art methods, with fewer parameters and lower computational complexity, which will be more beneficial for application on computing resource-limited robot platforms. Full article
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17 pages, 4732 KB  
Article
Preparation of a Macromolecular Flame Retardant with a Phosphine Oxide Structure and Its Application in Polyamide 6
by Ke Liu, Bohan Liang, Shujuan Zhang, Ruyi Li, Junming Dai and Wangyang Lu
Polymers 2025, 17(4), 475; https://doi.org/10.3390/polym17040475 - 11 Feb 2025
Viewed by 1190
Abstract
In this study, a novel macromolecular flame retardant (MFR) with a phosphine oxide structure is successfully synthesized to improve the flame retardancy of polyamide 6 (PA6). Following this, the flame-retardant polyamide 6 (FR–PA6) is prepared via melt blending the MFR with PA6. Results [...] Read more.
In this study, a novel macromolecular flame retardant (MFR) with a phosphine oxide structure is successfully synthesized to improve the flame retardancy of polyamide 6 (PA6). Following this, the flame-retardant polyamide 6 (FR–PA6) is prepared via melt blending the MFR with PA6. Results indicate that the introduction of MFR has little effect on the melting and crystallization temperature of FR–PA6. While it slightly reduces the thermal stability of PA6, MFR significantly enhances its flame retardancy. The limiting oxygen index of FR–PA6 increases from 21.8% to 28.2%, and it successfully passes the UL-94 V-0 rating when it contains 0.5 wt% of phosphorus. Compared with pure PA6, the av-EHC of FR–PA6 is reduced by 32.2% and the SEA is increased by 66.7%. The MFR showed a flame-retardant mechanism in both the gas phase and the condensed phase. In the gas phase, the decomposition of MFR releases phosphorus-containing free radicals to interrupt the combustion chain reaction and reduces the concentration of the combustible caprolactam. In the condensed phase, the MFR promotes faster formation of melt droplets during combustion, taking heat away from the burning PA6 timely. Full article
(This article belongs to the Special Issue Flame-Retardant Polymer Composites II)
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11 pages, 963 KB  
Article
Embryonic Thermal Programming and Dietary Baicalein Supplementation Post-Hatch: Effects on Broiler Adipose Tissue Deposition
by Usman Sulaiman, Reagan Vaughan, Paul Siegel, Dongmin Liu, Elizabeth Gilbert and Mark Cline
Animals 2024, 14(24), 3563; https://doi.org/10.3390/ani14243563 - 10 Dec 2024
Viewed by 1024
Abstract
Optimization of growth performance and fat metabolism in broilers are critical for meat quality and overall production efficiency. This experiment investigated the effects of dietary baicalein supplementation and embryonic heat conditioning (EHC) on the growth performance and adipose tissue metabolism of 10-day old [...] Read more.
Optimization of growth performance and fat metabolism in broilers are critical for meat quality and overall production efficiency. This experiment investigated the effects of dietary baicalein supplementation and embryonic heat conditioning (EHC) on the growth performance and adipose tissue metabolism of 10-day old broilers. Fertile eggs were divided into control and EHC groups, with EHC eggs exposed to intermittent heating (39.5 °C) from day 7 to day 16 of incubation. Hatched chicks were further divided into four groups: CC (control control), CT (control treatment with baicalein), EC (embryonic heat control), and ET (embryonic heat treatment with baicalein), and were fed ad libitum. On day 10 post-hatch, blood and adipose tissue samples were collected for analysis. C/EBPα mRNA was lower in the ET group compared to the EC group and higher in the CT group compared to the CC group. PPARγ and HSL mRNAs were elevated in both the ET and CT groups relative to their controls. Additionally, plasma non-esterified fatty acid (NEFA) levels were significantly higher in the CT group compared to the CC group. These results indicate that baicalein supplementation, particularly when combined with embryonic heat conditioning, can modulate fat metabolism and potentially improve the growth performance of broilers, thereby offering insights into strategies for enhancing poultry production. Full article
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19 pages, 7466 KB  
Article
Study on Flame Retardancy of Cotton Fabric Modified by Sulfonic Groups Chelated with Ba2+
by Lingling Guo, Hongqin Lin, Zhenming Qi, Jiang Pan, Haiyan Mao, Chunmei Huang, Guoqiang Li and Chunxia Wang
Molecules 2024, 29(22), 5306; https://doi.org/10.3390/molecules29225306 - 10 Nov 2024
Cited by 2 | Viewed by 1790
Abstract
A simple and innovative method was introduced for the production of green and recoverable flame-retardant cotton fabrics, where sulfonated cotton fabric (COT-SC) was synthesized by oxidizing cotton fabric with sodium periodate, followed by a sulfonation step with sodium bisulfite to provide active sites, [...] Read more.
A simple and innovative method was introduced for the production of green and recoverable flame-retardant cotton fabrics, where sulfonated cotton fabric (COT-SC) was synthesized by oxidizing cotton fabric with sodium periodate, followed by a sulfonation step with sodium bisulfite to provide active sites, which further chelated barium ions (Ba2+) to achieve flame retardancy. The morphological and structural characterizations of the fabricated cotton fabrics (COT-SC-Ba) demonstrated that the cleavage of C2-C3 free hydroxy groups within the cellulose macromolecule was chemically modified for grafting a considerable number of sulfonic acid groups, and Ba2+ ions were effectively immobilized on the macromolecule of the cotton fabric through a chelation effect. Results from cone calorimeter tests (CCTs) revealed that COT-SC-Ba became nonflammable, displayed a delayed ignition time, and decreased the values of the heat release rate (HRR), total smoke release (TSR), effective heat of combustion (EHC), and CO/CO2 ratio. TG/DTG analysis demonstrated that COT-SC-Ba possessed greater thermal stability, fewer flammable volatiles, and more of a char layer during burning than that of the original cotton fabric. Its residual mass was increased from 0.02% to 26.9% in air and from 8.05% to 26.76% in N2, respectively. The COT-SC-Ba not only possessed a limiting oxygen index (LOI) of up to 34.4% but could also undergo vertical burning tests evidenced by results such as the non-afterflame, non-afterglow, and a mere 75 mm char length. Those results demonstrated that the combination of SO3 and Ba2+ promoted the formation of a char layer. Moreover, cotton fabric regained its superior flame retardancy after being washed and re-chelated with Ba2+. Additional characteristics of the cotton fabric, such as the rupture strength, white degree, and hygroscopicity, were maintained at an acceptable level. In conclusion, this research can offer a fresh perspective on the design and development of straightforward, efficient, eco-friendly, and recoverable fire-retardant fabrics. Full article
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