Rolling Bearing Fault Diagnosis Method Based on SWT and Improved Vision Transformer by Saihao Ren, Xiaoping Lou

“…The extracted features are processed by a dual-branch architecture: the left branch employs a residual network module with a CAA attention mechanism, improving sensitivity to critical fault characteristics through strip convolution and adaptive channel weighting. The right branch utilizes a Vision Transformer to capture global features via the self-attention mechanism. …”
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Radiation Mapping: A Gaussian Multi-Kernel Weighting Method for Source Investigation in Disaster Scenarios by Songbai Zhang, Qi Liu, Jie Chen, Yujin Cao, Guoqing Wang

“…MK-GPR integrates two additional kernel functions with adaptive weighting: one models the attenuation characteristics of intervening materials, and the other captures the energy-dependent penetration behavior of radiation. …”
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Design and Implementation of a Low-Cost Controlled-Environment Growth Chamber for Vegetative Propagation of Mother Plants by Jacqueline Guerrero-Sánchez, Carlos Alberto Olvera-Olvera, Luis Octavio Solis-Sánchez, Ma. Del Rosario Martínez-Blanco, Manuel de Jesús López-Martínez, Celina Lizeth Castañeda-Miranda, Genaro Martin Soto-Zarazúa, Germán Díaz-Flórez

“…The design features a removable tray that serves as a support for the mother plant, an observation window covered by a movable dark acrylic that prevents the passage of external light, and a vertical structure that facilitates optimal space utilization and ergonomic access. Functionality was conducted using a <i>Stevia rebaudiana</i> Bertoni mother plant maintained for 30 days under monitored conditions. …”
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Enhancing neurocognitive rehabilitation with smart cubes: Design, technology, and programmable games by Jaroslav Vondrak, Vladimir Kasik, Jan Grepl, Terezie Kuboskova, Martin Augustynek, Jan Kubicek, Tereza Benešová, Petr Nilius

“…Neurocognitive rehabilitation is essential for restoring cognitive and motor functions in patients with neurological disorders. …”
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Treatment of Proximal Hamstring Tendinopathy with Individualized Physiotherapy: A Clinical Commentary by Aidan Rich, Jillianne Cook, Andrew Hahne, Jon Ford

“…The purpose of this commentary is to outline an education and exercise program developed for treating PHT utilizing principles successful in clinical trials for other tendinopathies adapted to the specific anatomical and biomechanical considerations of the proximal hamstring complex…”
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AGW-YOLO-Based UAV Remote Sensing Approach for Monitoring Levee Cracks by HU Weibo, ZHOU Shaoliang, ZHAO Erfeng, ZHAO Xueqiang

“…Finally, to address the multi-scale variation of cracks, the original loss function was replaced with WIoUv3. This loss function incorporates an outlier degree evaluation and a dynamic non-monotonic focusing mechanism, which adaptively adjusts the optimization intensity of anchor boxes with varying qualities. …”
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Response of the Invasive Cyanobacterium <i>Raphidiopsis raciborskii</i> to Iron and Phosphorus Concentrations in the Habitat: Effects on Growth and Cellular Phosphorus Distribution by Wenting Shen, Han Yang, Gaibian Ding, Bo Li, Xin Gan, Zijie Yuan, Liqing Wang, Wei Zhang

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Predicting the efficacy of rehabilitation in patients with type 2 diabetes and diabetic polyneuropathy by T.H. Bakaliuk, N.R. Makarchuk, H.O. Stelmakh, V.I. Pankiv, I.I. Kamyshna

“…These findings underscore the importance of considering multiple factors when predicting rehabilitation outcomes in DPN patients and highlight the potential utility of the developed model in clinical practice. …”
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Air Pollution and Its Impact on Health and Performance in Football Players by George John, Ekaterina A. Semenova, Dana Amr Mohamed, Tiffany Georges Abi Antoun, Rinat A. Yusupov, Ildus I. Ahmetov

“…These pollutants bypass natural respiratory defenses due to increased pulmonary ventilation during exercise, reaching deeper lung regions and triggering oxidative stress, inflammation, and impaired lung function. Evidence across studies indicates that poor air quality is associated with decreased football performance, including reduced distance covered, fewer high-intensity efforts, elevated physiological strain, and diminished training adaptation. …”
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Cooperative Spectrum Sensing Based on Dempter-Shafer Theory of Evidence in Cognitive Radio Network by Shujing Xie, Lianfeng Shen

“…Cognitive radio has the advantage of high spectrum utilization since the spectrum can be shared by primary and secondary user.Meanwhile,the new adaptable characteristic is required for the secondary user.On the basis of analyzing D-S theory of evidence,a novel distributed cooperative spectrum sensing scheme was presented,which modified the combination equation for conflicting evidence source,and the BPA function based on fuzzy degree calculation was redefined.Simulation results show that the proposed scheme can sense the available spectrum in the cognitive radio networks very well,and can be used as a general spectrum sensing scheme in AWGN and Rayleigh fading channel when compared with the traditional ＂and＂,＂or＂ fusion rules and other D-S theory of evidence schemes in the previous literature.…”
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A Robust Resilience Methodology for Tacking Safety of Hydrogen Refueling Stations by Chao Chen, Zihan Lu, Ruixuan Ge, Yanjun Chen, Xinxin Tan, Li Mo

“…A Dynamic Bayesian Network (DBN)-based methodology is developed to probabilistically assess the resilience of a hydrogen refueling station by incorporating the time course of adaptation and restoration into the analysis of system function. …”
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Forecasting Stock Market Volatility Using Housing Market Indicators: A Reinforcement Learning-Based Feature Selection Approach by Pourya Zareeihemat, Samira Mohamadi, Jamal Valipour, Seyed Vahid Moravvej

“…To directly address these issues, our innovative approach utilizes a spatial attention-based Transductive Long Short-Term Memory (TLSTM) model combined with a Reinforcement Learning (RL) strategy, which is further enhanced by a novel scope loss function for refined feature selection and an Artificial Bee Colony (ABC) algorithm for hyperparameter optimization. …”
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A Bionic-Based Multi-Objective Optimization for a Compact HVAC System with Integrated Air Conditioning, Purification, and Humidification by He Li, Bozhi Yang, Xinyu Gu, Wen Xu, Xuan Liu

“…The humidification function utilizes a mist diffusion model optimized through the Slime Mold Algorithm (SMA) to enhance performance. …”
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Discussion on the Development of Integrated Circuits and Photonics-electronics Convergence by ZHANG Xinquan, XIAO Xi

“…Photonics-electronics convergence is mainly reflected in two dimensions, functional dimension synergy and hardware dimension integration. …”
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Reorganization of cortical individualized differential structural covariance network is associated with regional morphometric changes in chronic subcortical stroke by Hongchuan Zhang, Jun Guo, Jingchun Liu, Caihong Wang, Hao Ding, Tong Han, Jingliang Cheng, Chunshui Yu, Wen Qin

“…These findings reinforce the theory of adaptive network reorganization post-stroke and suggest that IDSCN may provide further insights into cortical reorganization and functional rehabilitation beyond regional morphometric measures.…”
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1.7 MV Tandem Accelerator Beam Tuning Optimization by JIANG Ran, LI Ailing, CUI Baoqun, TANG Bing, CHEN Haonan, WANG Yunfeng

“…Furthermore, the DE algorithm’s adaptability and robustness were evident in its proficiency to handle a diverse array of beam conditions and constraints, demonstrating its versatility and practical utility. …”
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Structural Parameter Identification Using Multi-Objective Modified Directional Bat Algorithm by LIU Li-jun, LIN Ying-hai, SU Yong-hui, LEI Ying

“…Further research may also explore adaptive extensions of the algorithm for real-time structural health monitoring. …”
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Nematode Pheromones as Key Mediators of Behavior, Development, and Ecological Interactions by Xi Zheng, Junjie Liu, Xin Wang

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Genome-Wide Identification and Exogenous Hormone and Stress Response Expression Analysis of the <i>GARP</i> Gene Family in Soybean (<i>Glycine max</i>) by Lijun Cai, Zhenhua Guo, Junjie Ding, Zhijia Gai, Jingqi Liu, Qingying Meng, Xu Yang, Na Zhang, Qingsheng Wang

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FVPNet: A Fuzzy Visual Positioning Perception Network for Small Object Segmentation in Remote Sensing Images by Yu Yan, Jindong Xu, Qianpeng Chong, Guangyi Wei, Zhixiang Wang

“…The FR subnet employs high-order fuzzy modeling with adaptive membership functions and a constrained-space boundary adaptation strategy to address boundary uncertainty in RSIs. …”
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