Comprehensive natural resources evaluation from multi-category aggregation: a case study of Huanggang by Xuebo Weng, Xianbin Shi, Xiaoning Zhou, Shuai Leng, Jingmeng Huang, Shaonan Peng

“…An evaluation system comprising 56 indices for land, water, forest, wetlands, and minerals was constructed. The analytic hierarchy process and ordered weighted averaging were used for single-resource categories, while the entropy weight method and technique for order preference by similarity to the ideal solution were used to aggregate multi-resource categories. …”
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Prediction of the Remaining Useful Life of Lithium–Ion Batteries Based on Mode Decomposition and ED-LSTM by Bingzeng Song, Guangzhao Yue, Dong Guo, Hanming Wu, Yonghai Sun, Yuhua Li, Bin Zhou

“…Using CEEMDAN, the battery capacity data were decomposed to obtain intrinsic mode functions (IMFs), and the weight of each IMF was obtained via the random forest (RF) algorithm. …”
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Design of improved JAYA algorithm for cigarette finished product logistics delivery by Jun Wen, Yewei Hu, Le Li, Zongrui Wu, Guangwei Xiao, Kai Guo, Lei Li

“…In response to these challenges, this study proposes an improved Jaya algorithm that integrates a reverse learning mechanism and a cosine similarity strategy to enhance optimization performance. The study also constructs a logistics delivery path planning model for finished cigarette products based on the enhanced algorithm. …”
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Accuracy of a ground-coupled antenna based non-contact method for detecting the integrity of lining contours by Ruilang Cao, Yanqing Yang, Yujie Wang, Xingsong Sun

“…A 1:1 test model was constructed to elucidate the accuracy of the non-contact detection of the lining profile with a ground-coupled antenna. …”
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Network analysis of core factors related to non-suicidal self-injury in adolescents with mood disorders by Wenyan Zhang, Xiaohui Song, Xianbin Wang, Zhongliang Jiang, Yuebing Zhang, Yonghua Cui

“…Life events and the specific functions of NSSI are identified as personalized factors within this group. …”
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A Post-Quantum Public-Key Signcryption Scheme over Scalar Integers Based on a Modified LWE Structure by Mostefa Kara, Mohammad Hammoudeh, Abdullah Alamri, Sultan Alamri

“…To ensure confidentiality and integrity in the era of quantum computing, most post-quantum cryptographic schemes are designed to achieve either encryption or digital signature functionalities separately. Although a few signcryption schemes exist that combine these operations into a single, more efficient process, they typically rely on complex vector, matrix, or polynomial-based structures. …”
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ANAPC10 expression predicts poor prognosis in oral squamous cell carcinoma and promotes tumor growth via the PI3K/AKT/mTOR pathway by Jing Fang, Yanhao Duan, Yongle Qiu, Shanshan Liu, Xue Bai, Hong Cai, Meijie Zhang, Wei Liu

“…Functional studies, including cell culture and various assays, demonstrated that ANAPC10 is highly expressed in OSCC and correlates with poor prognosis. …”
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Enhancing the Recognition of Collinear Building Patterns by Shape Cognition Based on Graph Neural Networks by Fubing Zhang, Qun Sun, Wenjun Huang, Youneng Su, Jingzhen Ma, Ruixing Xing

“…Building patterns are important components of urban structures and functions, and their accurate recognition is the foundation of urban spatial analysis, cartographic generalization, and other tasks. …”
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Infrared optoelectronics in twisted black phosphorus by Shouheng Chen, Zihan Liang, Jinshui Miao, Xiang-Long Yu, Shuo Wang, Yule Zhang, Han Wang, Yun Wang, Chun Cheng, Gen Long, Taihong Wang, Lin Wang, Han Zhang, Xiaolong Chen

“…Our results suggest that the engineering of vdW twisted interfaces is an effective strategy for manipulating the optoelectronic properties of materials and constructing functional devices.…”
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An Evaluation Method for General Quality Process Capability of Equipment Based on Normal Cloud Model by Deng Hao, Huang Zegui, Cai Zhongyi, Wang Mengqi, Zhang Kai

“…In view of the problems that the evaluation system for general quality characteristics fails to cover the whole life-cycle of equipment, and there is a disconnect between general quality characteristics and functional characteristics during the equipment development process, this paper presents the concept of general quality process capability. …”
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The Nature and Constituents of ‘Shukr’ and ‘Gratitude’ from the Perspective of the Qurʾān and Positive Psychology by Mohammad Mahdi Ajilian Mafogh, Seyyedeh Fatemeh Dastgheyb

“…This research, employing a genealogical approach, investigates the structural composition and functional dynamics of shukr and gratitude within the Qurʾānic framework and positive psychology. …”
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Mechanism Design of a Novel Device to Facilitate Mobility, Sit-to-Stand Transfer Movement, and Walking Assistance by Bo Li, Xinzhili Chen, Hailiang Liu, Dong Yuan, Jiafeng Zhang, Shiqing Lu

“…To assist patients with lower limb dysfunction in mobility, standing, and walking, this paper proposes a novel device that integrates the functions of lower limb exoskeleton, wheelchair, and sit-to-stand (STS) transfer assistance. …”
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Deep Defense Against Mal-Doc: Utilizing Transformer and SeqGAN for Detecting and Classifying Document Type Malware by Gati Lother Martin, Sang-Min Lee, Jong-Hyun Kim, Young-Seob Jeong, Ah Reum Kang, Jiyoung Woo

“…The proposed model will solve this gap by detecting and classifying document-type malware families using script codes, including tags, to write documents and script languages to execute malicious functions. These script codes offer insights into how the malware was constructed and operates on the victim’s system. …”
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Adaptive integral sliding mode MPPT control for wind turbines with fixed‐time convergence by Qi Chen, Lin Wang, Yong Sun, Shuzong Xie, Ruiliang Wang

“…A new fixed‐time integral sliding mode manifold is constructed, such that the singularity problem can be avoided in the controller design without using any piecewise continuous functions. …”
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Optimizing additive manufacturing workflows using model-based systems engineering by Mohamed Amine Daoud, Khadija Bekkay Haouari, Meriem Hayani Mechkouri, Amine Ennawaoui, Hicham El hadraoui, Ilias Naser, Mustapha Ouardouz, Kamal Reklaoui

“…The ASAM framework utilizes the CESAM architecture and System Modelling Language (SysML) to create multi-architecture models of the AM process, integrating operational, functional, and constructional perspectives. These models formalize the system architecture, providing a foundation for developing automated design validation, flaw detection, and optimization mechanisms. …”
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Precise Crop Pest Detection Based on Co-Ordinate-Attention-Based Feature Pyramid Module by Chenrui Kang, Lin Jiao, Kang Liu, Zhigui Liu, Rujing Wang

“…Subsequently, in the network training stage, a dynamic sample selection strategy using positive and negative weight functions, which considers both high classification scores and precise localization, was introduced. …”
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Impact of different auditory environments on task performance and EEG activity by Zhen Xue, Wenxiao Zhong, Yong Cao, Shuang Liu, Xingwei An

“…We proposed a novel, statistically-based method to construct the brain functional network, avoiding issues associated with subjective threshold selection. …”
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Bimodal In Situ Analyzer for Circular RNA in Extracellular Vesicles Combined with Machine Learning for Accurate Gastric Cancer Detection by Yuhang Guo, Shihua Luo, Sinian Liu, Chao Yang, Weifeng Lv, Yuxin Liang, Tingting Ji, Wenbin Li, Chunchen Liu, Xin Li, Lei Zheng, Ye Zhang

“…Most current research is focused on identifying new biomarkers and their functional significance in disease regulation. However, the practical application of EV‐circRNAs in the early diagnosis of GC is yet to be thoroughly explored due to the low accuracy of EV‐circRNAs analysis. …”
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Identifying a prognostic signature for clear cell renal cell carcinoma: the convergence of single-cell and bulk sequencing with machine learning by Yude Hong, Xiao Hu, Libo Chen, Mingyong Li, Mingxiao Zhang, Weiming Deng

“…Single-cell RNA sequencing analysis, qRT-PCR, and a CCK-8 assay were used to clarify the biological functions of the hub gene.ResultsMLRS demonstrated outstanding performance in predicting prognosis compared with the other published signatures, and the high-MLRS group had a favorable outcome in four independent datasets. …”
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Different Brain Connectivity between Responders and Nonresponders to Dual-Mode Noninvasive Brain Stimulation over Bilateral Primary Motor Cortices in Stroke Patients by Jungsoo Lee, Ahee Lee, Heegoo Kim, Mina Shin, Sang Moon Yun, Youngjin Jung, Won Hyuk Chang, Yun-Hee Kim

“…Motor networks were constructed using resting-state functional magnetic resonance imaging. …”
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