Time Series Prediction Method of Clean Coal Ash Content in Dense Medium Separation Based on the Improved EMD-LSTM Model by Kai Cheng, Xiaokang Zhang, Keping Zhou, Chenao Zhou, Jielin Li, Chun Yang, Yurong Guo, Ranfeng Wang

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Comprehensive analysis of the NAC transcription factor gene family in Sophora tonkinensis Gagnep by Ximei Liang, Shuangshuang Qin, Guili Wei, Xiaoyun Guo, Shugen Wei, Fan Wei, Ying Liang

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Efficient Single-Exposure Holographic Imaging via a Lightweight Distilled Strategy by Jiaosheng Li, Haoran Liu, Zeyu Lai, Yifei Chen, Chun Shan, Shuting Zhang, Youyou Liu, Tude Huang, Qilin Ma, Qinnan Zhang

“…In this study, we first design a lightweight model with fewer parameters through the synergy of deep separable convolution and Swish activation function and then employ it as a teacher to distill a smaller student model. …”
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Multi-Omics Revealed the Effects of Different Feeding Systems on Rumen Microorganisms, Cellulose Degradation, and Metabolites in Mongolian Cattle by Kexin Jiang, Jianfei Ma, Junzhao Xu, Ying Zhang, Huaxin Niu

“…Grazing increased cellulose degradation and subaphylline production in Mongolian cattle, while housed feeding improved starch utilization efficiency and fat synthesis. These findings provide a basis for optimizing feeding strategies and improving fibrous feed resource utilization in Mongolian cattle.…”
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Prediction of thickening efficiency of olefin copolymers and kinematic viscosities of the blended base oils by determining intrinsic viscosities of the copolymers in cyclohexane by M.S. Negi, K. Naresh Kumar, Anil Bhardwaj, G.S. Kapur, S.S.V. Ramakumar

“…These correlation studies enable prediction of performance of olefin copolymer in blended base oil based on an easily and quickly measurable intrinsic viscosity parameter, leading to faster screening of large number of olefin copolymers for their utility as viscosity index improver in lubricants, in a short span of time with limited resources.…”
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A Mutual Information Constrained Multitask Learning Method for Very High-Resolution Building Segmentation by Yongchuang Wu, Yingchun Wang, Hui Yang, Peng Zhang, Yanlan Wu, Biao Wang

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Real time wire rope detection method based on Rockchip RK3588 by Mengpeng Qian, Yong Wang, Shaoqing Liu, Zhanghou Xu, Zhenshan Ji, Ming Chen, Hailong Wu, Zuchao Zhang

“…Conventional model training and algorithmic computations rely on server-based systems, requiring significant computational resources. This study proposes a real-time wire rope detection system utilizing the Rockchip RK3588 platform. …”
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STAR-YOLO: A High-Accuracy and Ultra-Lightweight Method for Brain Tumor Detection by Liyan Sun, Linxuan Zheng, Zhiguo Xiao, Yi Xin, Linqing Jiang

“…It also integrates SimAM, a parameter-free attention mechanism, and utilizes ShapeIoU as the localization loss function. …”
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Fe-bearing magnesium silicate glasses for potential supplementary cementitious applications by Chuqing Jiang, Hellen Silva Santos, Juho Yliniemi, Johan Lindén, D. D. Ramteke, Mirja Illikainen, Christopher Cheeseman, Paivo Kinnunen

“…However, their global supply is insufficient to meet the growing market demand for cement and concrete, being essential to develop alternative SCMs based on abundant waste streams and low-cost resources. Fe-bearing Mg-based glasses are promising candidates with the potential to utilize high-volume feedstocks rich in Fe and Mg, but their effectiveness relies on deep understanding of the relationship between glass composition, reactivity, and pozzolanic properties. …”
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Sorghum elemental content response to altered nitrogen input timing and drought stress by Benjamin D. Duval, Jamie Martin, Bonnie Frey, Mark A. Marsalis

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Smart IoT-driven precision agriculture: Land mapping, crop prediction, and irrigation system. by Gourab Saha, Fariha Shahrin, Farhan Hasin Khan, Mashook Mohammad Meshkat, Akm Abdul Malek Azad

“…These findings highlight the effectiveness of advanced computational techniques in enhancing agricultural practices and resource management.…”
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A Lightweight Citrus Object Detection Method in Complex Environments by Qiurong Lv, Fuchun Sun, Yuechao Bian, Haorong Wu, Xiaoxiao Li, Xin Li, Jie Zhou

“…Finally, the minimum-point-distance-based IoU (MPDIoU) loss function is utilized to optimize the boundary return mechanism, which speeds up model convergence and reduces the redundancy of bounding box regression. …”
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Welfare Effects of Food Tariff Changes on Urban and Rural Households by Samaneh Khalili Malekshahi, Mohammad Ghahremanzadeh, Azadeh Falsafian

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Simulation of Pseudostellaria heterophylla distribution in China: assessing habitat suitability and bioactive component abundance under future climate change scenariosplant compone... by Xu Li, Taosheng Wu, Chuangzhi Kang, Xiaobo Zhang, Jinqiang Zhang, Changgui Yang, Qingsong Yuan, Tao Zhou, Chenghong Xiao

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Association of hyperactivated transposon expression with exacerbated immune activation in systemic lupus erythematosus by Frank Qingyun Wang, Xiao Dang, Huidong Su, Yao Lei, Chun Hing She, Caicai Zhang, Xinxin Chen, Xingtian Yang, Jing Yang, Hong Feng, Wanling Yang

“…Gene ontology and gene set enrichment analyses were conducted to explore the functional implications of TE upregulation. Independent datasets were utilized to replicate the results and investigate cell type-specific TE expression. …”
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Comprehensive molecular analyses of an autoimmune-related gene predictive model and immune infiltrations using machine learning methods in intracranial aneurysma by Minxue Zhang, Lin Zhou, Yuying Zhao, Yanling Wang, Zhuobo Zhang, Zhan Liu

“…In certain sections of the written content of this manuscript, the authors have utilized text generated by an AI technology. The specific name, version, model, and source of the generative AI technology used are as follows: Generative AI Technology Name: ChatGPT, Version: 4.0, Model: GPT-4, Source: OpenAI.ResultsA total of 39 differentially expressed ARGs (DEARGs) were identified across the GSE13353, GSE26969, and GSE75436 datasets. …”
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Exploring the phylogenetic framework and trait evolution of Impatiens through chloroplast genome analysis by Wen-Xiang Lan, Qing Mo, Meng-Meng Jin, Yong-Hui Wen, Meng-Qing Yang, Hui Ma, Hai-Quan Huang, Mei-Juan Huang

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Automated Parcel Locker Configuration Using Discrete Event Simulation by Eugen Rosca, Floriana Cristina Oprea, Anamaria Ilie, Stefan Burciu, Florin Rusca

“…While flexibility in locker allocation helps manage excess demand in some configurations, it may also create resource competition among parcel types. The heterogeneity of locker utilization gradients underscores that optimal APLs configurations must balance locker units with their size-dependent functional interdependencies. …”
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KELEMBAGAAN MASYARAKAT DALAM PENGELOLAAN HUTAN ADAT (Studi Kasus di Kasepuhan Pasir Eurih, Desa Sindanglaya, Kecamatan Sobang, Kabupaten Lebak, Provinsi Banten) by Rushestiana Pratiwi, Tb Unu Nitibaskara, Messalina L Salampessy

“… Indigenous peoples have a down-to-down knowledge of how to preserve and utilize existing forest resources. The role of indigenous peoples in the management of indigenous forest resources is essential in maintaining the viability of forest functions. …”
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The state of public health emergency preparedness and response capacity among countries in the ECOWAS region by Mahmood Dalhat, Margaret Yaa Lartey

“…These include ability to test for COVID-19 and other priority diseases; optimum utilization of incident management systems through establishment of functional emergency operation centers at national and sub-national levels; effective medical counter measures with improved capacity of human resources for rapid response; a sustainable system for production of the required workforce through field epidemiology trainings; and regional coordination and cross-border collaboration. …”
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