Study on the distance from green space and social capital of community residents based on the development of smart city—take the city of Lansing as an example by Dong Zheng, Xiaoxiao Wang, Han Yang, Jiezikang Zeng

“…At the same time, in the context of developing a smart city and constructing a new public system, we hope that the better optimization of the green space allocation will be achieved.…”
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A deep ensemble learning framework for glioma segmentation and grading prediction by Liang Wen, Hui Sun, Guobiao Liang, Yue Yu

“…We introduce asymmetric convolution and dual-domain attention in the encoder, fully integrating effective information from different modalities, enhancing the extraction of features from critical regions, and constructing a dual-branch decoder that combines spatial features and global semantic information for both segmentation and grading. …”
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UAV Localization Method with Keypoints on the Edges of Semantic Objects for Low-Altitude Economy by Yineng Li, Qinghua Zeng, Chen Shao, Peng Zhuo, Bowen Li, Kecheng Sun

“…Firstly, semantic objects within the working area are selected, and then the latitude, longitude, and altitude of these semantic objects’ keypoints are measured to construct a database. By identifying the semantic objects from aerial images and detecting the edge of the semantic objects, the keypoints of the semantic objects are obtained. …”
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Uncertainty Quantification of GEKO Model Coefficients on Compressible Flows by Yeong-Ki Jung, Kyoungsik Chang, Jae Hyun Bae

“…The Latin hypercube sampling (LHS) method is used for sampling independent input parameters as a uniform distribution. A metamodel is constructed based on general polynomial chaos expansion (gPCE) using ordinary least squares (OLS). …”
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Cosmologies with Scalar Fields from Higher Dimensions Applied to Bianchi Type VIh=-1 Model: Classical and Quantum Solutions by J. Socorro, L. Toledo Sesma, Luis O. Pimentel

“…We construct an effective four-dimensional model by compactifying a ten-dimensional theory of gravity coupled with a real scalar dilaton field on a time-dependent torus. …”
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An Improved YOLOv7-Tiny-Based Algorithm for Wafer Surface Defect Detection by Mengyun Li, Xueying Wang, Hongtao Zhang, Xiaofeng Hu

“…Experiments conducted on a self-constructed dataset show that the improved algorithm achieved a mean Average Precision (mAP) of 90.1%, representing a 3.2% increase over the original algorithm. …”
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Lyophilised protein formulations as a patient-centric dosage form: A contribution toward sustainability paradigm by Žiberna Maja Bjelošević, Grabnar Pegi Ahlin, Gašperlin Mirjana, Matjaž Mirjam Gosenca

“…To gain further knowledge and fill the gaps in the already constructed data platform for the development of monoclonal antibody formulations, we designed a study that examines small model proteins, i.e., bovine serum albumin. …”
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Developing a Validated Essay-Based Assessment Instrument to Measure Science Literacy in Energy Topics by Riky Sheptian, Dwi Rismi Ocy, Dinny Devi Triana, Lussy Dwi Utami Wahyuni

“…The results revealed that the instrument possesses strong content validity, with Aiken's V, CVR, and I-CVI scores exceeding 0.80. Construct validity analysis using Exploratory Factor Analysis (EFA) confirmed the suitability of the factor structure, while reliability tests yielded McDonald’s ω = 0.886 and Cronbach's α = 0.922, indicating excellent internal consistency. …”
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Study and Verification of a Fuzzy-Following Energy Management Strategy for Hybrid Tractors by Xin Zhao, Guangpeng Zhang, Jianhua Wang, Zhanpo Xue, Mengnan Liu, Yibin Liu

“…A target tractor model was constructed using CRUISE, and joint simulations were carried out via the CRUISE-Simulink interface. …”
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Short-term photovoltaic power prediction combination model considering seasonal characteristic and data window by ZHANG Jing, XIONG Guojiang

“…Secondly, the prediction error of different photovoltaic power models is compared, and the two models with the lowest photovoltaic power prediction error and the lowest correlation are selected to construct the combination model, i.e., gated recurrent unit (GRU) model and extreme gradient boosting (XGboost) model. …”
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Hybrid intelligent optimization strategy of battery swapping station for electric vehicles based on reinforcement learning by Hongwei Yi, Huan Zhang, Jianghong Li, Yanling Zhao

“…The GSO-PPO algorithm is constructed, where PPO algorithm learns the optimal scheduling strategy for the battery swapping station in a dynamic environment, and the GSO algorithm optimizes the hyperparameters of PPO and adjusts the weight of the reward function to achieve the multi-objective optimization of minimizing battery life, shortening vehicle waiting time, and efficiently managing grid load. …”
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Multiple-Modal-Coupling Modeling and Stability Analysis of Cold Rolling Mill Vibration by Lingqiang Zeng, Yong Zang, Zhiying Gao

“…On this basis, the rolling mill vertical-torsional-horizontal coupled dynamic model is constructed by coupling the rolling process model and the mill structure model. …”
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Failure Mode of Deep-Buried Rectangular Chamber and Upper Bound Solution of Surrounding Rock Pressure by Daobing Zhang, Linhai Zeng, Zhilin Lv, Xiaochuan Yu, Chang Liu, Anming Jiang, Xianyong Jiang, Qi Li, Yongxiang Yang

“…In order to obtain more reasonable failure modes and more precise surrounding rock pressures of deep-buried underground rectangular chambers, the failure mode of a “wedge-shaped collapse body + arc rotator + logarithmic spiral rotator” deep-buried chamber is constructed based on the analysis of existing failure mode. …”
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BANNMDA: a computational model for predicting potential microbe–drug associations based on bilinear attention networks and nuclear norm minimization by Mingmin Liang, Xianzhi Liu, Juncai Li, Qijia Chen, Bin Zeng, Zhong Wang, Jing Li, Lei Wang

“…In this manuscript, we introduced an innovative computational model named BANNMDA by integrating Bilinear Attention Networks(BAN) with the Nuclear Norm Minimization (NNM) to uncover hidden connections between microbes and drugs.MethodsIn BANNMDA, we initially constructed a heterogeneous microbe-drug network by combining multiple drug and microbe similarity metrics with known microbe-drug relationships. …”
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Study on load reduction and vibration control strategies for semi-submersible offshore wind turbines by Dongxiao Bai, Bing Wang, Yinsheng Li, Wancheng Wang

“…Given the effectiveness of pitch control in vibration suppression, this paper addresses the limitations of conventional collective pitch control (CPC) by designing an independent pitch control method based on an equivalent wind speed model (EWIPC). This model constructs an effective representation of the actual wind speed’s influence on pitch angle by comprehensively considering the spatial distribution of wind speeds. …”
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LCMorph: Exploiting Frequency Cues and Morphological Perception for Low-Contrast Road Extraction in Remote Sensing Images by Xin Li, Shumin Yang, Fan Meng, Wenlong Li, Zongchi Yang, Ruoyu Wei

“…Experiments demonstrate that our method achieves state-of-the-art performance in terms of F1 score and IoU on the self-constructed low-contrast road dataset (LC-Roads), as well as the public DeepGlobe and Massachusetts Roads datasets.…”
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“Digital Twins” in Education: Prospects and Reality by V. V. Vikhman, M. V. Romm

“…Despite the fact that the latter is only at the beginning of its implementation in a broad educational context, the paper raises the question of the social consequences of implementing the methodology for constructing the latest network reality of “digital twins in education”, which has all the chances in the future to become a unique network of networks of “digital twins” of various social actors in education. …”
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Discovering the interactome, functions, and clinical relevance of enhancer RNAs in kidney renal clear cell carcinoma by Zhaohui Sun, Haojie Du, Xudong Zheng, Hepeng Zhang, Huajie Hu

“…Leveraging high-throughput sequencing data and bioinformatics analysis, we identified differentially expressed eRNAs in KIRC and constructed eRNA-centric regulatory networks. Our findings revealed that up-regulated eRNAs in KIRC potentially regulate immune response and hypoxia pathways, while down-regulated eRNAs may impact ion transport, cell cycle, and metabolism. …”
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Managing the human factor in agriculture: Motivation and control by Lapčević Goran, Nikitović Zorana

“…In agricultural systems in which the human factor is under sufficient control, that is, with a sufficiently constructed organizational structure, managerial motivation theories are recommended for motivation. …”
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Research on 2D/3D multimodal medical image registration algorithm by XU Mi, ZHUGE Bin, YUAN Feiniu, YIN Zhenghu, DONG Ligang, JIANG Xian, SUN Yingqi, SONG Jiaqi, SHI Xiaotong, SU Lei, ZHOU Yibo, LIN Shifan

“…A 2D/3D multimodal medical image alignment algorithm was proposed, which firstly utilized the excellent feature extraction capability of Swin Transformer to construct an initial pose estimation model to realize the fast prediction of pose parameters. …”
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