Fatigue strength prediction of Cobalt alloys using material composition and monotonic properties: ML-based approach by Subraya Krishna Bhat, Amritanshu Ranjan, Y S Upadhyaya, Vishwanath Managuli

“…Eight different ML models were developed and tested, including Linear Regression, Lasso Regression, Ridge Regression, Random Forest Method, Support Vector Regression, Gradient Boosting, XGBoost, and Artificial Neural Networks (ANN). …”
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Field Test and Simulation Analysis of Thermal Performance of Bamboo Steel Composite Wall in Different Climate Regions by Qifeng Shan, Keting Tong, Xiaocun Zhang, Yushun Li

“…The heat flux meter method was adopted in the field test to measure the heat transfer coefficient of the composite wall. …”
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Comparison Between Single‐ and Multi‐slice Computed Tomography Body Composition Analysis in Patients With Oesophagogastric Cancer by Leo R. Brown, Maria Soupashi, Michael S. Yule, Danielle R. Clyde, Ellen Gardner, Charlotte Smith, Ahmed Dhaif, Barry J. A. Laird, Stephen J. Wigmore, Richard J. E. Skipworth

“…ABSTRACT Background Single‐slice computed tomography (CT) body composition has been studied extensively for prognostication in patients with cancer. …”
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Chemical Composition Characteristics and Source Apportionment of PM2.5 in Ceramic Industrial Base during Winter by Xiang Tu, Xiaozhen Fang, Hansun Fang, Changlin Ye, Zugen Liu, Xuehui Jia, Dan He, Jinliang Wang, Hong Huang, Changwei Zou, Chenglong Yu

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Higher levels of plasmatic saturated fatty acid were significantly associated with liver fibrosis in HIV mono-infection: A case-control study by Cristiane Fonseca de Almeida, Wilza Arantes Ferreira Peres, Paula Simplício da Silva, Claudia Santos de Aguiar Cardoso, Michelle Morata de Andrade, Julio Castro-Alves, Marcel de Souza Borges Quintana, Marina Campos Araujo, Karla Yasmin Dias Fraga, Julliana Antunes Cormack, Ronaldo Ismerio Moreira, Sandra W. Cardoso, Valdilea G. Veloso, Beatriz Grinsztejn, Patricia Dias de Brito, Hugo Perazzo

“…Presence of higher percentage of plasmatic palmitc acid (16:0) was associated with an increased odds for liver fibrosis [adjusted OR = 1.23 (95%CI 1.04–1.46); p = 0.02] in multivariate models. Conclusion: This study showed the potential role of the plasmatic FA composition in the pathogenesis of liver fibrosis in PLWHA.…”
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Study on Structural Optimization and Thermal Management Performance of Embedded Composite Cooling Plate Based on Wavy Channel by 蔡云翔, 孙 钦, 张博博, 顾晓滨, 张衍俊, 董凯军

“…The validity of the numerical model was verified by the temperature experiment on the manufactured cooling plate. …”
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A N, S-Containing Graphene Oxide Composite for the Adsorptive Removal of p-Nitrophenol from Aqueous Solutions by Bi Yang, Tao-Tao Shi, Wei-Guo Hu, Guan-Jin Gao, Yi-Ping Liu, Jin-Gang Yu

“…A novel 3-amino-5-mercapto-1,2,4-triazole functionalized graphene oxide composite (GO-ATT) was successfully prepared via a covalent coupling method, then employed for the removal of p-nitrophenol (PNP) from wastewater. …”
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Investigation of the Boundary Value Problem for an Extended System of Stationary Nernst–Planck–Poisson Equations in the Diffusion Layer by Evgenia Kirillova, Natalia Chubyr, Roman Nazarov, Anna Kovalenko, Makhamet Urtenov

“…This article investigates the boundary value problem for an extended stationary system of Nernst–Planck–Poisson equations, corresponding to a mathematical model of the influence of changes in the equilibrium coefficient on the transport of ions of a binary salt in the diffusion layer. …”
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Full-Scale Testing and Stability Analysis of Prefabricated Steel Plate-Concrete Composite Walls in Underground Granaries by Hao Zhang, Ruixin Wang, Lei Chen, Jun Chuai

“…Furthermore, an equivalent joint design method was established, demonstrating that a joint bending stiffness ratio above 1.1 ensures that prefabricated composite walls achieve critical buckling loads comparable to cast-in-place walls. …”
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Calculation analysis and design on flexural capacity of partially encased steel–concrete composite beam with web opening by Jun Wan, Caisen Wang, Jiongfeng Liang, Hongzhi Su

“…Finally, in this paper, the prediction models of cracking moment, initial flexural stiffness and ultimate flexural strength are developed based on the idealized cross-section stress and the discounted mean stiffness method. …”
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Multiscale Simulation of 2D Heat Transfer in Composite Media Based on Global–Local Enrichment Functions by Guangzhong Liu, Jiamin Guo, Yan Bao, Huan Ping

“…RVEs containing numerous inclusions or voids with different volume fractions were numerically simulated using the proposed multiscale method, and the obtained results were compared with those of the standard single-scale XFEM and analytical models. …”
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Ultrastructural changes in renal tissue in rats with renal failure under the influence of herbal composition BNO 2103 by V. V. Chernykh, К. О. Zupanets, S. K. Shebeko

“…The aim of the research is to study the nephroprotective properties of the standardized herbal composition BNO 2103, which is the active ingredient of Canephron N ®, in a model of renal failure in rats. …”
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Multifunctional PLGA/collagen/zeolitic imidazolate framework-8 composite nanofibrous membranes for guided bone regeneration by Tianqi Wang, Qi Xie, Hongbo Liang, Yu Sun, Weili Xie

“…In vivo a rat calvarial defect model further confirmed the positive bone regeneration effect of the PLGA/Col/ZIF-8 composite nanofibrous membrane.DiscussionPLGA/Col/ZIF-8 composite nanofibrous membranes have great potential for application in guiding bone tissue regeneration.…”
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Peculiarities of U(VI) sorption on composites containing hydrated titanium dioxide and potassium-cobalt hexacyanoferrate(II) by O. V. Perlova, Yu. S. Dzyazko, A. A. Malinovska, A. V. Palchik

“…In this case, the half-exchange time is minimal and equal to » 23 min (initial hydrated titanium dioxide) and 47 min (composite). Desorption obeys the model of particle diffusion: the diffusion coefficients for ions being exchanged are (1.7–7.6)?…”
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Factors influencing the combined performance of hot-rolled bimetallic composite plates prepared via hot compression by QIN Qin, DENG Jun-chao, ZANG Yong, XIE Lu, ZHU Xue-hui

“…The hot-compression process of the 316L/Q345R system was simulated on its atom structure model. The potential functions of the embedded-atom method were employed to describe the interaction between Fe, Cr, and Ni. …”
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Optimisation of the composition of safe dental gel with IL-1β antagonist for the treatment of inflammatory periodontal diseases by О. О. Dmytriieva, I. F. Belenichev, B. S. Burlaka

“…The study aims to develop the composition of the oromucosal gel with the IL-1β interleukin antagonist for complex treatment of inflammatory periodontal diseases. …”
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Neighborhood racial/ethnic composition and depressive symptoms of later life: The moderation effects of individual race/ethnicity by Seungjong Cho, Ph.D., Tyrone C. Hamler, Ph.D.

“…To fill this gap, this study aims to test whether race/ethnicity moderates the relationship between neighborhood racial/ethnic composition and depressive symptoms. Materials and Methods: This study used merged data from the Health and Retirement Study 2016 and the American Community Survey 2014–2018 Data (N = 5,241). …”
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Energetic Ion Composition as a Means of Investigating the Physical Origins of Alpha Particle Heavy Magnetic Switchbacks by Emily McDougall, Bala Poduval

“…In this paper, we present the results of our study on the energetic ion composition of magnetic switchback events using statistical methods with the aim of obtaining new insights into the underlying physics. …”
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MANUFACTURE OF MODIFIED ARBOLIT FROM LOCAL RAW MATERIALS: OPTIMIZATION OF COMPOSITION AND PROPERTIES OF RAW MATERIAL COMPONENTS by A. K. Matyeva

“…In addition, the author uses modifiers on new ways of preparing the aggregate according to the method of experimental and statistical modeling.Materials and methods. …”
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Temporal Dynamics of Species Richness and Composition in a Peri‐Urban Tropical Frog Community in Central Brazil by Marcos R. Severgnini, Mônica M. deOliveira, Luciana M. Valério, Diogo B. Provete

“…We also tested for differences in temporal beta diversity within and among years by estimating species disappearance and temporal rank shift, in addition to a multivariate model‐based method to test the effect of year on species composition. …”
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