Model-enhanced spatial-temporal attention networks for traffic density prediction by Qi Guo, Qi Tan, Yue Peng, Long Xiao, Miao Liu, Benyun Shi

“…The experimental results demonstrate that the MSTAN model outperforms existing state-of-the-art baseline models in terms of prediction accuracy, thus proving the effectiveness of the model both theoretically and practically.…”
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Research Progress on Immune Regulation Activities of Marine Sulfate Polysaccharides by Qiuyu CHEN, Ran ZHAO, Meishan MENG, Xinyu DOU, Biyi CHEN, Qiancheng ZHAO, Ying LI

“…This article provides a theoretical basis for subsequent research on the immunomodulatory activity and structure-activity relationships of marine sulfated polysaccharides and provides novel ideas for the development of new marine sulfated polysaccharide immunoenhancers. …”
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Design, Sensing and Control of a Robotic Prosthetic Eye for Natural Eye Movement by J. J. Gu, M. Meng, A. Cook, P. X. Liu

“…The second generation model removes the impractical usage of the eye glass frame and uses the human brain EOG (electro-ocular-graph) signal picked up by electrodes placed on the sides of a person's temple to carry out the same eye movement detection and control tasks as mentioned above. Theoretical issues on sensor failure detection and recovery, and signal processing techniques used in sensor data fusion, are studied using statistical methods and artificial neural network based techniques. …”
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Feasibility study of partial separation continuous high-speed ultrasonic vibration cutting Inconel 718 by Zhiyong Huang, Jiteng Li, Mingshuo Zhang, Xinggang Jiang, Daxi Geng, Deyuan Zhang

“…This method partially opens the cutting area during continuous cutting, so solves the contradiction between opening the cutting area and improving the MRR in UVAC. Firstly, the theoretical model of C-HUVC process was established, and then the feasibility of high MRR cutting Inconel 718 by C-HUVC method was verified by comparing with CC. …”
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Numerical Simulation of Mutually Embedded Settlement in Miscellaneous Fill by Fuhai Zhang, Zhengrong Liu, Yu Chen, Liang Chen, Xianwen Huang, Yanhui Bai, Chong Shi, Tianbao Zhou

“…Research conclusions can provide a reasonable theoretical foundation for calculating or predicting settlement of miscellaneous fill-soft soil composite foundation.…”
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NOP2/Sun RNA Methyltransferase 4 Regulates the Mammalian Target of Rapamycin Signaling Pathway to Promote Hepatocellular Carcinoma Progression by Congren Wang, Shaoying Ke, Shaoze Lin, Conglin Lin, Zhibing Cai, Lingju Hong, Qunxiong Pan

“…Conclusion: The study explained the mechanism and influence of NSUN4 on HCC progression by regulating the mTOR signaling pathway through in vitro and in vivo experiments, providing the theoretical basis and a new research direction for clinical prognostic prediction and treatment.…”
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Sensitivity analysis of fractional order SVEIR Lumpy Skin Disease model by Savita Rathee, Yogeeta Narwal, Komal Bansal, Homan Emadifar

“…The findings are supported by theoretical analysis and visually represented through graphical illustrations, offering valuable insights into LSD control and prevention strategies.…”
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Rare earth alloying in Cu enhances the C/Cu interfacial wettability for long-lasting copper-based electrical contacts by Bingtian Li, Zhenjie Guan, Yang Li, Ziyao Chen, Weijian Li, Liang Zhen, Wenzhu Shao

“…However, the poor wettability between C and Cu matrix severely significantly shortens the service life of C/Cu electrical contacts. In this work, we theoretically and experimentally demonstrate that rare earth alloying in Cu matrix enhances the interfacial wettability between C and Cu, leading to the improved electrical contact performance. …”
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Ultrahigh concentration exfoliation and aqueous dispersion of few-layer graphene by excluded volume effect by Zhiyuan Xiong, Luyan Shen, Jin Long, Xiao Li, Ke Zhou, Gyeong Min Choi, Kangtai Ou, GuiYan Yang, Weichun Ma, Heon Sang Lee, Youyi Sun, Dan Li

“…Structural analysis and theoretical modeling suggested that the 2D morphology of the resultant graphene nanosheets facilitates inter-sheet repulsive excluded volume interactions, leading to a fractal jammed network structure composed of nanosheets and tactoids to prevent their agglomeration. …”
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Structure Design and Flow Field Analysis of a Model Test Box Used to Study Freezing Temperature Field of Seepage Stratum by Renliang Shan, Weijun Liu, Zhe Liu, Zhien Wang

“…To meet the research needs of the freezing temperature field under seepage, we investigate and design a seepage-freezing model test box, which can meet the requirements of strength, deformation, dispersed flow, simulated laminar flow, and water sealing performance. Using theoretical analysis and calculation, the pressure design index of the model box was obtained. …”
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Tunnel Construction Workers’ Cognitive Biases and Unsafe Behaviors: The Mediating Effects of Risk Perceptions by Hujun Li, Huihua Chen, Zhengyu Zhao, Xiaodong Hu, Baoquan Cheng, Jianling Huang

“…The study provides a novel theoretical paradigm for conceptualizing CBs and their relationships with RPs and WUBs. …”
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Effects of Naringenin and Its Glycosides on Functional Properties of Oat Protein and Their Interaction Mechanism by Wuzhen LIU, Ti LI, Qin GENG, Jun CHEN, Jialong HAN, Chengmei LIU, Taotao DAI

“…These results can provide a theoretical reference for selecting suitable flavonoids for oat protein-based products.…”
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Spatiotemporal evolutionary patterns of the hydrochemistry of Jurassic conglomerate aquifers under the influence of curtain walls by Luwang CHEN, Minghui WU, Xiaowei HOU, Yongsheng HU, Miao ZHANG, Xinyue CAI, Xiaoxi YIN, Xiaoping SHI

“…The results of this study will provide theoretical support for the monitoring and protection of curtain walls and the environmental protection of groundwater.…”
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Differential Evolution-Based End-Fire Realized Gain Optimization of Active and Parasitic Arrays by Rozita Konstantinou, Ihsan Kanbaz, Okan Yurduseven, Michail Matthaiou

“…Full-wave simulations validate our theoretical results, showing that our two- and three-element parasitic arrays achieve realized gain comparable to state-of-the-art designs without relying on intricate unit elements or resource-intensive simulations, while our four- and five-element parasitic arrays yield the highest realized gain values reported in the literature. …”
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Impact of tube shapes on the energy storage and thermal-hydraulic performances of finned latent heat energy storage systems by Zihao Cheng, Juan Du, Shuao Jia, Chengxiang Xiao, Feng Jiao, Yuxiang Hong

“…This work can provide theoretical guidance for further research on enhanced heat transfer in polygonal double-tube LHTES systems.…”
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Electro-optic cavities for in-situ measurement of cavity fields by Michael S. Spencer, Joanna M. Urban, Maximilian Frenzel, Niclas S. Mueller, Olga Minakova, Martin Wolf, Alexander Paarmann, Sebastian F. Maehrlein

“…To enable simultaneous intra-cavity sampling alongside excited-state material control, we design a tunable multi-layer cavity, enabling deterministic design of hybrid cavities for polaritonic systems. Our theoretical models reveal the origin of the avoided crossings embedded in the intricate mode dispersion, and will enable fully-switchable polaritonic effects within arbitrary materials hosted by the hybrid cavity. …”
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Influence of graphite tailings on the mechanical performance, of ultra-high performance concrete by Jialun Sun, Ming Sun, Anshuang Su, Xiaojian Gao

“…These results provide a theoretical basis for the use of GT in UHPC, promoting their broader application and disposal.…”
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Effect on Soil Properties of BcWRKY1 Transgenic Maize with Enhanced Salinity Tolerance by Xing Zeng, Yu Zhou, Zhongjia Zhu, Hongyue Zu, Shumin Wang, Hong Di, Zhenhua Wang

“…The results of this study suggested that salinity tolerant transgenic maize had no adverse impact on soil properties in soil rhizosphere during three consecutive years at two different locations and provided a theoretical basis for environmental impact monitoring of salinity tolerant transgenic maize.…”
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Ginkgetin Alleviates Inflammation and Senescence by Targeting STING by Yadan Liu, Jialin Ye, Zisheng Fan, Xiaolong Wu, Yinghui Zhang, Ruirui Yang, Bing Jiang, Yajie Wang, Min Wu, Jingyi Zhou, Jingyi Meng, Zhiming Ge, Guizhen Zhou, Yuan Zhu, Yichuan Xiao, Mingyue Zheng, Sulin Zhang

“…Importantly, this study elucidates the specific component and molecular mechanism underlying the anti‐aging effect of Ginkgo biloba extract, providing a robust theoretical basis for its therapeutic use.…”
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Equity analysis of bus network balance from the perspective of spatial morphology and service capability by Hui Li, Chao Chen, Ying Yuan, Xiaohui Xia, Qianye Huang, Lianhong Ye, Zongcai Huang

“…The research results provide fundamental data, theoretical and technical support for analyzing the balance and fairness of the bus network layout in Xiamen.…”
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