Research on the evolution and evaluation of Chinese sports industry policies based on intelligent analysis. by Zhaoyang Pan, Liang Ma

“…In the meantime, sport is a significant way to promote health. With the rapid growth of people's requirements for sport and health, it is urgent to re-evaluate the past development path and formulate new directions so as to continuously improve and optimize the system. …”
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Identifying key factors influencing maize stalk lodging resistance through wind tunnel simulations with machine learning algorithms by Guanmin Huang, Ying Zhang, Shenghao Gu, Weiliang Wen, Xianju Lu, Xinyu Guo

“…Our methodological framework not only provides quantitative insights into maize stalk lodging resistance mechanisms but also establishes a systematic approach for trait evaluation. The findings offer practical guidance for breeding programs focused on enhancing stalk lodging resistance and yield stability under climate change conditions, with potential applications in agronomic practice optimization and breeding strategy development.…”
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Metformin From Diabetes Management to Broader Applications in Weight Reduction and Metabolic Health by Daniel Zapasek, Julia Słowik, Mateusz Bajak, Michał Szczepański, Maciej Mamczur, Marcin Kuliga, Julia Inglot, Jadwiga Inglot, Dominik Maciej Feret, Damian Sowa

“…Materials and Methods A systematic literature review was conducted using databases such as PubMed and Google Scholar, focusing on studies examining metformin's effects on glycemic control, weight reduction, and metabolic stability. …”
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How to Better Use Canopy Height in Soybean Biomass Estimation by Yanqin Zhu, Fan Fan, Zhen Zhang, Xun Yu, Tiantian Jiang, Liming Li, Yadong Liu, Yali Bai, Ziqian Tang, Shuaibing Liu, Dameng Yin, Xiuliang Jin

“…Soybean, a globally important food and oil crop, requires accurate estimation of above-ground biomass (AGB) to optimize management and prevent yield loss. …”
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Exploring the practical framework for enterprise data assetization from the perspective of data elements evolution by Chen YANG, Xiaoyu LIU, Yuangang LI, Lingyi WEI

“…The assetization of data and the provision of high-quality data elements have amplifying, cumulative and multiplicative effects on empowering the real economy.Current research primarily focuses on theoretical frameworks and critical links of data assetization and lacks systematic thinking and systematic guidance in practical application.This paper introduced a practical framework for operational data assets, termed as the ＆quot;five-stage, six-dimensional＆quot; data assetization model, aiming to explore the scientific problem of “how can enterprises effectively configure and optimize enabling factors of various dimensions to systematically advance the process of data assetization”.By investigating the data products of enterprises in typical industries in Shanghai, the high-quality supply strategy of enterprise data elements was condensed.The applicability of this model in the process of enterprise data capitalization was explored and verified in practice, which provided practical basis for enterprise data capitalization.The formulation and instantiation of the model provide reference to promote the supply of high-quality data elements.…”
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Low error floor LT coding algorithm for unequal error protection by Xin SONG, Shuyan NI, Zhe ZHANG, Yurong LIAO, Tuofeng LEI

“…Conclusions: In this paper, a systematic unequal error protection LT coding scheme is designed, and a check degree distribution design model suitable for this scheme is constructed to solve the problem of high error floor existing in the conventional UEP-LT algorithm in the AWGN channel.The main idea of this scheme is to design fixed coding segments,rateless coding segments and systematic node segments and transmit them in sequence.The advantage of this scheme is that it can provide non-zero LLR information as early as possible for information nodes, and make the MIB and the LIB obtain different and flexibly adjustable average degrees.In addition,based on the extrinsic information transfer(EXIT)chart,the check degree distribution is designed for the fixed segment and the rateless segment,so that the MIB can obtain the optimal protection performance,and the convergence performance of the LIB can be improved as much as possible. …”
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NAHP for the Selection of Analgesic Treatments in Third Molar Surgery by Mónica Sofia Pallo Sarabia, Lenin Rubén Imbacuán Jiménez, Marjorie Elizabeth Valdivieso Villacís, Ximena Patricia Pallo Sarabia

“…The optimal selection of analgesics for third molar removal is a pressing concern due to patient-specific benefits and unknown ramifications of treatment efficacy. …”
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Global effects of robot-based education on academic achievements, computation, motivation, and performance by Haoran Tang, Wei Xu, Yu Feng, Wenwen Cao

“…This study aims to bridge this research gap by studying the effect of robots on educational outcomes through a rigorous meta-analysis and systematic review following established guidelines (PRISMA: Preferred Reporting Items for Systematic Reviews and Meta-Analyses). …”
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Two-stage amplification mechanism based on flexible hinge by WANG Xuecheng, ZHANG Shijun, CUI Xilong

“…Piezoelectric ceramics serve as the driving source, and a parameter optimization model was developed using Matlab software. …”
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ClusterEmbed: Lightweight Protein Structure Prediction on PCs by Yuan Chuxin

“…Biological sequence design seeks to generate novel sequences, such as proteins, with optimized functional properties, a task complicated by vast combinatorial spaces and complex sequence-function relationships. …”
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Enhancing ERα-targeted compound efficacy in breast cancer threapy with ExplainableAI and GeneticAlgorithm. by Zeonlung Pun, Qiaoyun Xue, Yichi Zhang

“…The selected descriptors were systematically validated, bolstering the predictive robustness of our models, which demonstrated a mean coefficient of determination of 77[Formula: see text] for bioactivity and high accuracy scores of 90.2[Formula: see text], 93.7[Formula: see text], 89.5[Formula: see text], 87.3[Formula: see text], and 95.8[Formula: see text] for absorption, distribution, metabolism, excretion, and toxicity, respectively. …”
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The Continuous Improvement of the Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR)–CRISPR-Associated Protein System Has Led to Its Highly Efficient Application in... by Wanqing Tan, Zhiyuan Wang, Liezhao Liu

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Long Short-Term Memory Networks for the Automated Identification of the Stationary Phase in Tribological Experiments by Yuxiao Zhao, Leyu Lin, Alois K. Schlarb

“…This study outlines the development and optimization of a Long Short-Term Memory (LSTM) network designed to analyze and classify time-series data from tribological experiments, with a particular emphasis on identifying stationary phases. …”
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Bayesian Belief Network Analysis for Chinese Off-Site Manufacturing Risk by Lin Zhang, Yanan Hou

“…This approach provides a systematic framework for managing OSM risks and optimizing OSC practices in China.…”
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Psychological factors of flow state in online learning by Daša Jalen

“…Purpose of the article – The objective of this paper is to review and summarize the existing literature regarding the flow experience, its psychological drivers, and consequences in the context of e-learning, as well as to provide concrete suggestions for creating an optimal online learning experience. Research methodology – A systematic review was conducted, and the literature was analysed through thematic analysis. …”
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Territorial Spatial Governance for High-Quality Urban Agglomerations Development: Insights from the Yangtze River Delta and Guangdong-Hong Kong-Macao Greater Bay Area by Yue Wenze, Xia Haoxuan, Zhang Xianchun

“…This study reveals that (1) high-quality urban agglomeration development represents a systematic and comprehensive concept. Its essence is the transformation of the territorial spatial development paradigm, where the internal driving force is an efficient governance measure. …”
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Attention Mechanism and Weighted Trend Loss for Wind Speed Correction by Liu Xu, Yang Hao, Liang Xiaoyun, Chen Jing, Li Qiaoping, Li Ruqing, Chen Min

“…To address the systematic bias in simulating 10-m wind speed using MIROC6 model within CMIP6 framework, a novel approach based on deep learning is proposed. …”
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Hybrid LSTM–Transformer Architecture with Multi-Scale Feature Fusion for High-Accuracy Gold Futures Price Forecasting by Yali Zhao, Yingying Guo, Xuecheng Wang

“…Amidst global economic fluctuations and escalating geopolitical risks, gold futures, as a pivotal safe-haven asset, demonstrate price dynamics that directly impact investor decision-making and risk mitigation effectiveness. …”
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Enhanced Visualization of Erythrocytes Through Photoluminescence Using NaYbF₄:Yb³⁺,Er³⁺ Nanoparticles by Vivian Torres-Vera, Lorena M. Coronado, Ana Patricia Valencia, Alejandro Von Chong, Esteban Rua, Michelle Ng, Jorge Rubio-Retama, Carmenza Spadafora, Ricardo Correa

“…However, the application of upconversion nanoparticles (UCNPs) in bioimaging requires systematic optimization to maximize the signal and ensure biological compatibility. …”
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Inversion of soil salinization at the branch canal scale in the Hetao Irrigation District based on improved spectral indices by Yi Zhao, Qingfeng Miao, Haibin Shi, Xianyue Li, Jianwen Yan, Shuya Yang, Cong Hou, Cuicui Yu, Weiying Feng, Jiannan Hao

“…The red-edge band and short-wave infrared band are innovatively integrated into the traditional spectral indices for systematic improvement, and the optimal total soil salinity inversion model is constructed through the optimization strategy of different combinations of multiple bands, which effectively enhances the accuracy of soil salinity inversion. …”
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