Research on Thickness Error Optimization Method of Rolling System Based on Improved Sparrow Search Algorithm–Bidirectional Long Short-Term Memory Network–Attention by Qingyun Wu, Xinchen Li, Jiafei Ji, Bowen Xing

“…In addition, this paper establishes a web-based host computer, which provides an effective data source for the experimental analysis. The experimental results show that the optimized model has a mean square error of 1.22%, which is more accurate than other models, and has good generalization ability. …”
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Localized Sequential Component Selection and Matching Scheme Based on Control Protection Collaboration by Di Cheng, Qunshan Li, Yang Wang, Yanbo Huang, Zheng Yang, Tao Kang, Fanrong Wei, Xiangning Lin

“…The simulation results based on the PSCAD/EMTDC model show that the control strategy proposed in this paper can effectively restore the phase selection ability of the phase selection element under various complex fault conditions, and has high sensitivity.…”
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Travel time prediction for Two-Lane Two-Way undivided carriageway road Section- A case study by Sanjay Luitel, Pradeep Kumar Shrestha, Hemant Tiwari

“…Significant efforts have been made to enhance the ability to predict travel times along road corridors, considering various influencing factors. …”
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Template-based modeling of insect odorant receptors outperforms AlphaFold3 for ligand binding predictions by Amara Jabeen, John Graham Oakeshott, Siu Fai Lee, Shoba Ranganathan, Phillip W. Taylor

“…The two approaches were then compared for their ability to predict the empirical binding evidence available for OR-odorant complexes in two economically important fruit fly species, Bactrocera dorsalis and B. minax. …”
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A Review of Smart Grid Evolution and Reinforcement Learning: Applications, Challenges and Future Directions by Na Xu, Zhuo Tang, Chenyi Si, Jinshan Bian, Chaoxu Mu

“…On this basis, a multi-agent cooperation optimization direction based on the two-layer reinforcement learning framework is proposed to improve the dynamic coordination ability of the power grid. This study provides a theoretical reference for smart grid optimization through multi-dimensional analysis and research, advancing the application of deep reinforcement learning technology in this field.…”
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Simultaneous Adsorption of Intact Glycoproteins and Phosphoproteins Using Hydrophilic Titanium (IV) Ion-Immobilized Cotton Fiber Functionalized by Phytic Acid Assembly by Dawei Zhang, Zhenhua Zhou, Guifeng Sun, Shiying Chen, Minzhi Jiang, Zihan Yao, Anthony Chukwunonso Ogbuehi, Hao Wang, Lei Jin

“…Standard protein mixture of BSA, HRP, and β-casein was used to test the enrichment ability as a proof of concept. The SDS-PAGE results demonstrated that Ti4+-PA-cotton had an excellent enrichment performance and possessed an outstanding application potential in the analysis of glycoproteins and phosphoproteins.…”
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Opportunities to Increase the Efficiency of Universities’ Research and Innovation Activities: Scientometric Evaluation of Researchers' Work under External Information Constraints by Elvir Akhmetshin, Sergey Makushkin, Ilyоs Abdullayev, Alexey Yumashev, Artemiy Kozachek, Rustem Shichiyakh, Denis Shakhov

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Estimation of relevant variables on high-dimensional biological patterns using iterated weighted kernel functions. by Sergio Rojas-Galeano, Emily Hsieh, Dan Agranoff, Sanjeev Krishna, Delmiro Fernandez-Reyes

“…<h4>Background</h4>The analysis of complex proteomic and genomic profiles involves the identification of significant markers within a set of hundreds or even thousands of variables that represent a high-dimensional problem space. …”
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Imprints of deformation parameters on stability and dynamical evaluation of Schwarzschild-AdS thin-shell wormholes by Zhiwei Lv, Faisal Javed, Orhan Donmez

“…Higher deformation parameter values enhance gravitational balance and stability, whereas increasing the variable constant $$n$$ n produces more oscillatory patterns in the effective potential, according to the Chaplygin variable EoS analysis, which reveals a complex stability landscape. …”
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Quaternion-Based Non-Singular Terminal Sliding Mode Control of Quadrotor with a Two-Degree-of-Freedom Deformable Arm for Narrow Environments by Luwei Liao, Zhong Yang, Xu Chen, Haoze Zhuo, Hongyu Xu, Nuo Xu, Danguo Cheng

“…Conventional multi-rotors with limited deformation capability are unable to meet the traversal capability of complex and narrow environments. In order to solve the above problems, a novel type of deformable quadrotor with a two-degree-of-freedom arm, named QTDA, is proposed. …”
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Absence of neutrophils impairs the host defense in murine footpad model of chromoblastomycosis. by Huan Huang, Minying Li, Yinghui Liu, Yangxia Chen, Zhenmou Xie, Mingfen Luo, Dongmei Li, Hongfang Liu, Liyan Xi

“…Neutrophils, one of the most important innate immune cells, play complex roles in the prevention of fungal infections. …”
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Optimising AI writing assessment using feedback and knowledge graph integration by Ci Zhang

“…The addition of graph neural networks (GNNs) empowers the model by boosting the GNN’s learning ability regarding the knowledge graph and improving comprehension of complex semantics. …”
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The Relationship Between the Emotional Intelligence and Clinical Decision-Making Among Nurses in Neonatal Intensive Care Units by Ahmad Ayed PhD

“…In neonatal intensive care units (NICUs), where rapid decisions, emotional demands, and complex interactions are common, understanding how EI supports CDM is key to ensuring high-quality care and effective outcomes. …”
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GLI-Net: A global and local interaction network for accurate classification of gastrointestinal diseases in endoscopic images by Yuansen Zhang, Mengxiao Zhuang, Wenjun Chen, Xiaoqiu Wu, Qingqing Song

“…In summary, GLI-Net’s advanced feature extraction and fusion techniques significantly enhance medical endoscopic image classification, highlighting its potential for use in complex medical image analysis tasks.…”
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Inter-annual cascade effect on marine food web: A benthic pathway lagging nutrient supply to pelagic fish stock. by Lohengrin Dias de Almeida Fernandes, Eduardo Barros Fagundes Netto, Ricardo Coutinho, PELD-RECA

“…Currently, spatial and temporal changes in nutrients availability, marine planktonic, and fish communities are best described on a shorter than inter-annual (seasonal) scale, primarily because the simultaneous year-to-year variations in physical, chemical, and biological parameters are very complex. The limited availability of time series datasets furnishing simultaneous evaluations of temperature, nutrients, plankton, and fish have limited our ability to describe and to predict variability related to short-term process, as species-specific phenology and environmental seasonality. …”
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N-Bipolar Soft Expert Sets and Their Applications in Robust Multi-Attribute Group Decision-Making by Sagvan Y. Musa, Amlak I. Alajlan, Baravan A. Asaad, Zanyar A. Ameen

“…Existing MAGDM approaches often lack the ability to simultaneously integrate positive and negative assessments, especially in nuanced, multi-valued evaluation spaces. …”
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Artificial intelligence in decoding muscle–organ crosstalk: Unveiling myokine networks and therapeutic frontiers by Ehsan Arabzadeh, Fatemeh Khanzadeh, Arezoo Kalhor

“…Advances in artificial intelligence (AI) are revolutionizing our ability to decode these complex interactions by predicting novel myokines, modeling signaling networks, and identifying therapeutic targets. …”
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A real-time mapping method for knowledge graph-driven large language models: a focus on indoor fire evacuations by Tianxin Wang, Ping Du, Pei Dang, Tao Liu, Pengpeng Li

“…Additionally, this study offers new insights for other complex dynamic scenarios that require decision support.…”
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Quantitative characterization of permeability heterogeneity of tight-sand reservoirs using nano-CT technology: A case study of the Yanchang Formation, Ordos Basin by Junlong Liu, Xiangchun Zhang

“…The physical properties of hydrocarbon reservoirs are important factors affecting the percolation ability of the reservoirs. Tight-sand reservoirs exhibit complex pore throat connectivity due to the extensive development of micro- and nano-scale pore and throat systems. …”
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The Involvement of MicroRNAs in Modulation of Innate and Adaptive Immunity in Systemic Lupus Erythematosus and Lupus Nephritis by Mohsen Honarpisheh, Paulina Köhler, Ekaterina von Rauchhaupt, Maciej Lech

“…Both SLE and LN are characterized by a complex dysfunction of the innate and adaptive immunity. …”
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