Fusion of Rough Set Theory, Genetic Algorithm-Backpropagation Neural Networks and Shapley Additive Explanations for the Design of Bamboo Furniture by Zhongchen Huang, Li Ye

“…However, the cognitive gap between designers and consumers often hinders market recognition for bamboo furniture. Therefore, a research framework based on Kansei Engineering (KE) is proposed in this study. …”
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Studying the Magnetic Properties and Corrosion Resistance of Coated NdFeB Magnets by Fatih Doğan

“…In this study, sintered NdFeB magnets were immersed in a pre-saturated water-based salt solution and placed in gearbox oil. …”
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Selective adsorption mechanisms of typical SF₆ decomposition products on Fe-doped graphene by Chengjiang Wang, Xuze Wang, Xiangjia Liu, Feiyang Xie, Pengdi Zhang

“…The adsorption behavior of sulfur hexafluoride (SF6) decomposition products on pristine and Fe-doped graphene surfaces was systematically investigated using first-principles density functional theory (DFT) calculations. …”
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Statistical Modeling and Characterization of Laser Marking on AISI 301LN Stainless Steel Using Short-Pulsed Fiber Laser by Mohammad Rezayat, Mojtaba Karamimoghadam, Nicola Contuzzi, Giuseppe Casalino, Antonio Mateo

“…Using a Design of Experiments (DOE) approach combined with response surface methodology (RSM), the influence of laser power (30–60 W) and the number of laser passes (5–15 times) was systematically investigated. …”
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Sustainable foamed Poly-Al composites from used beverage cartons using azodicarbonamide by Anin Memon, Suchalinee Mathurosemontri, Wichain Chailad, Waroonsiri Jakrabutr, Nichanan Phansroy, Kullawadee Sungsanit, Porakoch Sirisuwan, Ponlapath Tipboonsri

“…The influence of ADC concentration (0.5–2.0 phr) on foam morphology, density, and mechanical properties was systematically investigated. At 1.0 phr ADC, the foam exhibited the lowest density (0.37 g/cm³, a 55% reduction from the unfoamed Poly-Al), the highest volume expansion ratio (2.21), the maximum cell density (3.28 × 10³ cells/cm³), and a balanced average cell size (582.69 µm). …”
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The Effect of Agricultural Mechanization Services on the Technical Efficiency of Cotton Production by Yaxue Zhu, Guangyao Wang, Huijuan Du, Jiajia Liu, Qingshan Yang

“…As the process of agricultural modernization accelerates, exploring the impact of agricultural mechanization services on production technology efficiency has become a key issue for enhancing agricultural productivity and promoting sustainable agricultural development. …”
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Let’s Go Bananas: Beyond Bounding Box Representations for Fisheye Camera-Based Object Detection in Autonomous Driving by Senthil Yogamani, Ganesh Sistu, Patrick Denny, Jane Courtney

“…This motivates the design of a distortion-aware optimal representation of the bounding box for fisheye images, which tend to be banana-shaped near the periphery. …”
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Organoid‐Guided Precision Medicine: From Bench to Bedside by Boqiang Tao, Xiaolan Li, Ming Hao, Tian Tian, Yuyang Li, Xiang Li, Chun Yang, Qirong Li, Qiang Feng, Hengzong Zhou, Yicheng Zhao, Dongxu Wang, Weiwei Liu

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Effects of guanidinoacetic acid supplementation on growth performance, serum biochemical parameters, immune function, and antioxidant capacity in Xinjiang Hu sheep by Wenshu Zhu, Jiancheng Liu, Yakun Wang, Xucheng Mo, Wenshuai Zeng, Zixuan Ye, Mengjian Liu

“…Guanidinoacetic acid (GAA), a precursor of creatine, has been shown to enhance growth performance by optimizing energy metabolism and improving health by modulating immunity and antioxidant capacity. …”
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Quantifying the Limits of TESS Stellar Rotation Measurements with the K2-TESS Overlap by Andrew W. Boyle, Andrew W. Mann, Jonathan Bush

“…Stitching consecutive-sector light curves reduces period uncertainties but does not improve overall reliability or completeness due to persistent systematics. Our findings and code provide a framework for interpreting TESS-derived rotation periods and inform the selection of quality cuts to optimize studies of stellar rotation, young associations, and gyrochronology.…”
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Recovering Attached Crude Oil from Hydrodesulfurization Spent Catalysts by Xin Hong, Jingyi Chen, Jing Wei, Wenjie Wu, Ziyan Yang, Jing Chen, Shuchen Sun, Faxin Xiao, Ganfeng Tu

“…Efficient oil removal is thus critical for processing spent catalysts. This study systematically compares three de-oiling methods, extraction, chemical thermal washing, and pyrolysis, to identify the optimal de-oiling method. …”
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Experimental study on the mechanical properties of loess containing tectonic joints by Huijuan Wang, Huijuan Wang, Huijuan Wang, Jinghua Zhang, Ping Wang, Ping Wang, Yali Wang

“…The key findings are as follows: (1) The joint dip angle plays a decisive role in the evolution of failure mode, with five typical failure mechanisms identified based on fracture characteristics: shear failure, sliding failure, conjugate shear failure, sliding-shear failure, and sliding-conjugate shear failure. (2) The weakening effect of joints exhibits confining pressure dependency: Under low confining pressure (50 kPa), jointed specimens demonstrate increased axial displacement and a reduced shear strength attenuation ratio. (3) Mechanical parameters are significantly influenced by the dip angle: When the joint dip angle falls within the critical dip range of 60°–75°, both cohesion and internal friction angle reach their minimum values, forming zones of weakened mechanical properties. (4) A comparative analysis of simulation materials indicates that single-layer rice paper, due to its optimal thickness and tensile strength, effectively replicates the contact behavior of natural joint surfaces. …”
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Evaluation and Projection of Global Burned Area Based on Global Climate Models and Satellite Fire Product by Xueyan Wang, Zhenhua Di, Wenjuan Zhang, Shenglei Zhang, Huiying Sun, Xinling Tian, Hao Meng, Xurui Wang

“…After evaluation and screening, six models (CESM2-WACCM-FV2, NorESM2-LM, CMCC-ESM2, CMCC-CM2-SR5, GFDL-ESM4, and UKESM1-0-LL) were selected for weighting in an optimal ensemble simulation using BMA. Based on the optimal ensemble, future projections indicated a continuous upward trend across all three SSPs from 2015 to 2100, except for a slight decrease in SSP126 between 2071 and 2100. …”
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Connotations, Components and Development of Teachers' Scientific Literacy by WANG Xianping, MAI Huijun, ZHU Guojing

“…Teachers'scientific literacy is a key factor in responding to the new round of scientific and technological revolution and industrial change, cultivating scientific and technological innovation talents and enhancing the scientific literacy of all people. …”
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Experimental study on the pneumatic conveying characteristics of stiff shotcrete materials by Lianjun Chen, Meiyue Liu, Zhenjiao Sun

“…This study establishes a self-developed experimental platform to systematically investigate the pneumatic conveying characteristics of SSM. …”
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Airborne sound insulation performance of lightweight double leaf walls with different stud types by Hequn Min, Bo Wang, Ting Qu

“…The paper systematically discusses the impact of different stud configurations on sound insulation performance and reveals the underlying mechanisms of sound bridge effects. …”
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The Influence Mechanism of Dissolved Organic Matter on the Photocatalytic Oxidation of Pharmaceuticals and Personal Care Products by Jie Wang, Minyi Zhu, Anli Sun, Rongfang Yuan, Huilun Chen, Beihai Zhou

“…These findings provide novel insights into optimizing photocatalytic reaction conditions and enhancing treatment efficiency, while providing a theoretical foundation for advancing efficient, eco-friendly PPCPs remediation technologies.…”
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Parametric Analysis of Outrigger Systems for High-Rise Buildings with Different Geometric Shapes by Giulia Angelucci, Edoardo Cecca, Fabrizio Mollaioli

“…The structural response, both with and without outriggers, is evaluated and compared to that of a regular geometry. The number, location, and relative stiffness of outriggers with respect to the inner core are also systematically varied to provide a comprehensive assessment. …”
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Revitalizing Idle Rural Homesteads: Configurational Paths of Farmer Differentiation and Cognition Synergistically Driving Revitalization Intentions by Mengyuan Lu, Bin Guo, Xinyu Wang

“…Against the intensifying mismatch between urban and rural land resources, activating farmers’ intentions to revitalize their idle homesteads is a key issue in optimizing land resource allocation and promoting urban–rural integrated development. …”
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Impact of the COVID-19 Pandemic on the Transformation of Judicial System in Nigeria: from Traditional to Digital Justice by M. Ch. Ogwezzy

“…Objective: to identify the key technological solutions implemented in the country’s judicial system under quarantine restrictions and to assess their long-term impact on the administration of justice.Methods: the study uses an integrated approach that includes an analysis of legal acts regulating the digitalization of the legal sphere in Nigeria. The work provides a comparative study of practical guidelines from federal and state courts for conducting virtual hearings, and a systematization of data on the introduction of electronic case management and trial management systems. …”
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