Influence of co-blending fly ash and ceramic waste powder on the performance and microstructure of cementitious substrates under sulfate dry-wet cycle attack. by Xinyan Wang, Lu Zhang, Haizhou Li

“…This study examines the properties of cement-based materials incorporating composite additions of fly ash and ceramic waste powder (CWP) as supplementary cementitious materials (SCM). …”
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Machine learning based optimization of titanium electropolishing using artificial neural networks and Taguchi design in eco-friendly electrolytes by Hyun-Kyu Hwang, Seong-Jong Kim

“…To address data scarcity and improve the generalization performance of the model, Gaussian noise with a mean of 0 and a standard deviation of 0.05 was applied to the input variables to augment the dataset. …”
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Impurity rates detection for pepper harvesting based on YOLOv8n-Seg-ASB and random forest by Lijian Lu, Jin Lei, Chenming Cheng, Shiguo Wang, Chengfu Wang, Xinyan Qin

“…To address the inaccuracies and inefficiencies of pepper impurity rates detection caused by complex material compositions and variable harvesting environments, this paper proposes a detection technique based on deep and machine learning algorithms. …”
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Enhancing risk stratification in diabetic gastric cancer: muscle-fat ratio from photon-counting CT as a predictor of postoperative complications by Shuangxiang Lin, Yuchen Jin, Mengxi Xu, Shuyue Wang, Weisheng Yao, Jiaxing Wu, Xinhong Wang, Jianzhong Sun

“…Preoperative PCD-CT scans assessed body composition. Logistic regression models identified predictors of poor postoperative outcomes, defined by major postoperative complications. …”
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Numerical Investigation and Mold Optimization of the Automobile Coat Rack Compression Molding by Youmin Wang, Xiangli Li, He Sui

“…In order to have more accurate control over the compression molding of automobile coat rack, improve the quality of molding products, and achieve the goal of lightweight design, a novel mechanical model for the main two-layer composite structure of the coat rack is proposed. …”
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A Data Reconciliation-Based Method for Performance Estimation of Entrained-Flow Pulverized Coal Gasification by Yan Zhang, Kai Yue, Chang Yuan, Jiahao Xiang

“…By combining these models with thermodynamic equilibrium models, the modified R² of offline predicted syngas flow rate exceeds 0.92, and those of syngas compositions reach 0.72–0.85. …”
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Optimizing the Extraction, Identification, and Antioxidant Activity Analysis of Polyphenols from Carrot (Daucus carota L.) Preserve by Guowei LI, Yu SHI, Zhenghai ZHANG, Jingyi GE, Yanru JI, Jie SHI, Lianhui WEI, Qingli YANG, Yan DONG

“…Objective: To determine optimal extraction conditions for polyphenols from a carrot preserve and analyze their composition, compositional changes, and antioxidant activity. …”
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Monitoring soil degradation using Sentinel-2 imagery and statistical analysis of spectral indices in a semi-arid watershed of the Moroccan High Atlas by Oussama Nait-Taleb, Sana Elomari, Kamal Abdelrahman, Maryem Ismaili, Mohammed S. Fnais, Jaouad El Atiq, Insaf Ouchkir, Ismail Karaoui, Samira Krimissa, Mustapha Namous, Mustapha Namous, Abdenbi Elaloui

“…These indices are aggregated to form a composite image (the independent variable), which is then subjected to regression analysis against the individual indices (the dependent variable) to determine correlation coefficients and coefficients of determination. …”
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Markers of polycode objectification of precedent phenomena in a semiotically complicated text by T. V. Marchenko

“…Verbal and visual markers encode variable modes of perception. Perceptual modes are mediated by verbal and visual codes, as they are objectified with the help of verbal or visual markers. …”
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Exploring non-invasive biomarkers for pulmonary nodule detection based on salivary microbiomics and machine learning algorithms by Chunxia Huang, Qiong Ma, Xiao Zeng, Jiawei He, Fengming You, Xi Fu, Yifeng Ren

“…Subsequently, specific microbial variables were selected using six models were trained on the selected salivary microbial features. …”
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Assessing the Carasau Bread Doughs Microwave Spectra by Elisabetta Orrù, Matteo B. Lodi, Luca Lodi

“…Dielectric spectroscopy (DS), particularly in the microwave (MW) range, has emerged as a non-destructive, cost-effective tool for food characterization, providing insights into microstructure and composition. MW DS has been applied to assess fermentation dynamics and ingredient influence in CB doughs, with previous studies modeling dielectric properties using a third-order Cole–Cole model up to 8.5 GHz and later extending to 20 GHz. …”
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Adhesive contact between two-dimensional anisotropic elastic bodies by Nguyen Dinh Duc, Nguyen Van Thuong

“…The full-field solutions and the relation for the contact region and applied force are developed using the Stroh complex variable formalism, the analytical continuation method, and concepts of the JKR adhesive model. …”
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Blood parameters predicted from milk spectra are candidate indicator traits of hyperketonemia—A retrospective study in the Italian Holstein population by S. Magro, M. De Marchi, M. Cassandro, R. Finocchiaro, A. Fabris, M. Marusi, A. Costa

“…Milk mid-infrared (MIR) spectroscopy has been successfully used for the prediction of several health traits in the last years, including blood metabolite concentrations, even though the model accuracy is moderate. In fact, MIR-predicted blood parameters are useful for population screening and may be used for selective breeding if they are heritable and genetically variable within a population. …”
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Quantitative analysis of targeted lipidomics in the hippocampus of APP/PS1 mice employing the UHPLC-MS/MS method by Shiyu Xiao, Xuemeng Wei, Bing Han, Xiaoqian Shi, Congzhen Wei, Rumeng Liang, Jingna Sun, Zheng Zhang, Zhengang Han, Li Shen

“…Sphingolipids (SPs), Glycerophospholipids (GPs), Glycolipids, Glycerides (GLs), Sterol Lipids (STs), and Free Fatty Acid (FA) were identified as prominent lipids exhibiting alterations in the hippocampus of AD models. Regarding glycolipid and glycerolipid composition, monogalactosyldiacylglycerols (MGDGs) and Triacylglycerols (TGs) constituted a significant proportion (p < 0.05, VIP > 1). …”
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Factors Affecting the Ideals of Childbearing among Young People within Iranian Ethnic Groups by Zahra Ghorbani, Mohamad Aghasi

“…Given Iran's diverse ethnic composition, it is crucial to explore the relationship between ethnicity and fertility. …”
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Controls on Saturated Hydraulic Conductivity in a Degrading Permafrost Peatland Complex by Richard E. Fewster, Paul J. Morris, Graeme T. Swindles, Andy J. Baird, T. Edward Turner, Ruza F. Ivanovic

“…The multi‐site model made less skillful predictions (r2 = 0.528) than our site‐specific model, possibly due to latitudinal differences in peat compaction, floristic composition and climate. …”
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Predicting the Rheological Performance of Self-Compacting Mortar and Concrete Using Artificial Neural Network by Andreas Kounadis, Angelos Galatis, Agapoula Papakonstantinou, Efstratios Badogiannis

“…The particle size distribution of fine aggregates, along with the content and specific surface area of fine filler materials, emerged as the most significant predictive variables. This model could serve as a reliable tool for researchers and industries to design self-compacting mixtures, conserving laboratory time, as well as financial and natural resources.…”
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STATEWIDE ASSESSMENT OF WILD TURKEY HABITAT USING SATELLITE IMAGERY IN ARKANSAS by Sharon L. Goetz, William F. Porter

“…The HSI model incorporated food and cover variables into a geographic information system (GIS; ArcView Spatial Analyst) and evaluated habitat at a pixel resolution of 30 m. …”
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Multiple regression as a preventive tool for determining the risk of Legionella spp. by Enrique Gea-Izquierdo

“…Presented a significant lineal relation, withall the independent variables contributing significantly (p<0.05) to the model’s fit. …”
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The influence of environmental stability and upwelling variation on copepod diversity in the Humboldt Current System off Chile by Manuela Pérez-Aragón, Reinaldo Rivera, Vera Oerder, Carolina E. González, Cristián E. Hernández, Cristián E. Hernández, Ruben Escribano, Ruben Escribano

“…This variability has major consequences for population dynamics, community composition, and ultimately diversity patterns of planktonic copepods which dominate the bulk of zooplankton biomass. …”
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