Machine learning enhanced ultra-high vacuum system for predicting field emission performance in graphene reinforced aluminium based metal matrix composites by Sunil Kumar Pradhan, Subhayu Kabiraj, Shivin Kumar Gupta, Abhishek Singh, Padmakar G. Chavan, Shubham S. Patil, Trilok Nath Pandey

“…In stage 2, the top models were further refined using advanced techniques, including Gradient-Based Methods and Ensemble Methods. …”
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Solvolytic recycling of unsaturated polyester resin-based sheet moulding composites [version 1; peer review: 1 approved, 2 approved with reservations] by Mark Roelands, Richard van Someren, Annemieke van de Runstraat, John van de Moosdijk

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Probiotics interventions modulating gut microbiota composition in individuals with intestinal constipation: Protocol of a systemic review and meta-analysis of randomized controlled... by Zubing Mei, Peixin Du, Ye Han, Zhuo Shao, De Zheng

“…Meta-analyses will adopt a random-effects model to quantify the effects of interventions, supplemented by subgroup analyses and publication bias assessments to fortify the rigor of our findings.…”
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Preoperative pectoralis muscle index predicts distant metastasis-free survival in non-small cell lung cancer patients: a retrospective study by Zhihui Shi, Lin Wu, Dengke Jiang, Ruiling Yang, Rui Liao, Lizhu Liu, Ruimin You, Yanli Li, Xingxiang Dong, Dafu Zhang, Jing Wang, Xuewen Zhang, Xiaobo Chen, Zhenhui Li

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Impact of training data composition on the generalizability of convolutional neural network aortic cross-section segmentation in four-dimensional magnetic resonance flow imaging by Chiara Manini, Markus Hüllebrand, Lars Walczak, Sarah Nordmeyer, Lina Jarmatz, Titus Kuehne, Heiko Stern, Christian Meierhofer, Andreas Harloff, Jennifer Erley, Sebastian Kelle, Peter Bannas, Ralf Felix Trauzeddel, Jeanette Schulz-Menger, Anja Hennemuth

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Chemical composition by PTP 1B inhibitory activity guided analysis of a plant- based antidiabetic polyherbal drug used in ethnomedical systems by Pardon Mugari, Pamhidzai Dzomba, Stephen Nyoni

“…A polyherbal drug consisting of a mixture of two herbal plants, Zanthoxylum chalybeum and Xeroderris stuhlmannii root powder mixed in equal amounts using a tea cup, was studied to investigate its chemical composition and possible mode of action. Methods Phytochemicals were isolated using Column and Thin Layer Chromatography, and antidiabetic activity was ascertained using an enzyme inhibition model. …”
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Self-assembled extracellular matrix-lipid nanoparticle composite for site-specific siRNA delivery to improve cardiac repair post-myocardial infarction by Xinming Wang, Yiming Zhong, Bei Qian, Shixing Huang, Qiang Long, Haonan Zhang, Qiang Zhao, Xiaofeng Ye

“…The therapeutic potential of EGFR siRNA delivered via ECM-LNP composite is further explored in a mouse model of myocardial infarction (MI). …”
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Therapeutic effects of composite probiotics derived from fermented camel milk on metabolic dysregulation and intestinal barrier integrity in type 2 diabetes rats by Tabusi Manaer, Tabusi Manaer, Tabusi Manaer, Tabusi Manaer, Jialehasibieke Sailike, Xin Sun, Baheban Yeerjiang, Baheban Yeerjiang, Baheban Yeerjiang, Baheban Yeerjiang, Xinhua Nabi, Xinhua Nabi, Xinhua Nabi, Xinhua Nabi

“…This study evaluates the effects of composite probiotics derived from fermented camel milk (CPCM) on metabolic disturbances in a rat model of Type 2 diabetes (T2DM).MethodsT2DM was induced in Wistar rats using streptozotocin. …”
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Antioxidant Activity of Culinary-Processed Food by Monika Sejbuk, Anna Zinkow, Małgorzata Kuczyńska, Monika Cyuńczyk, Iwona Mirończuk-Chodakowska, Anna M. Witkowska

“…Four model raw and four cooked soups (tomato, cucumber, cauliflower, vegetable) were prepared according to recipes given in Polish food composition tables, each in triplicate. …”
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Study on Stress Disturbed Mechanism and Supporting Method of Weakly Cemented Roadway near Chambers by Wei Zhang

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A Multi-Semantic Feature Fusion Method for Complex Address Matching of Chinese Addresses by Pengpeng Li, Qing Zhu, Jiping Liu, Tao Liu, Ping Du, Shuangtong Liu, Yuting Zhang

“…Finally, the Enhanced Sequential Inference Model (ESIM) is used to perform both local inference and inference composition on the multi-semantic features of the addresses to achieve accurate matching of addresses. …”
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Vehicle–Bridge Interaction Dynamic Analysis of Continuous Rigid Frame Composite Box Girder Bridge with Corrugated Steel Webs under Seismic Excitation by Peng Qiao, Chen Ma, Chang-Jiang Duan, Hao Lei, Heng Zhao, Jun He

“…To study the vehicle–bridge interaction (VBI) of highway bridges under seismic excitation, a vehicle–bridge couple analysis method based on Ansys is proposed. The 1/2 vehicle model and space beam element model were established to analyze the VBI response of Lanzhou Xiaoshagou bridge. …”
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Recovery of Carbon Fibres From Aged Epoxy Matrix Composites Using H2O2 as an Oxidant: A Thermodynamic and Technoeconomic Analysis by Paul Njeni Mabalane, Kristof Molnar, Philani Thembelihle Mazibuko, Kolos Molnár, Caroline Khoathane, Mike Masukume

“…The analysis also includes a thermodynamic model to calculate the amount of energy required to decompose the epoxy matrix. …”
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Mathematical models of random arrangement of amino acids in the sequence by Alvydas Špokas, Albertas Timinskas

“…It is important to choose rapid and accurate model for imitation of composition of random sequences. …”
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Optimizing muscle mass and function in advanced lung cancer patients: randomized, double-blind, placebo-controlled trial protocol using High Eicosapentaenoic acid and PROtein (HEPR... by Imanuely Borchardt, Carla Prado, Tatiane Montella, Gisele Fraga Moreira, Gisele Farias, Marina Xavier Reis, Fernanda Taveira, Fernanda Carneiro Dias, Pedro De Marchi, Alberto Davalos, Carolina Alves Costa Silva, Carlos GilMoreira Ferreira, Andreia Melo, Wilza Peres

“…Translational research includes membrane phospholipid composition, gut microbiota, inflammation, and miRNA. …”
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Comprehensive Evaluation of the Effects of Hot Air Drying Temperature on the Chemical Composition, Flavor Characteristics and Biological Activity of <i>Houttuynia cordata Thunb.</i... by Ning Yin, Jing Luo, Chaoping Wang, Yaokun Xiong, Yong Sun, En Yuan, Hua Zhang

“…</i> (HCT) under different processing conditions, evaluating how freeze-drying and hot-air drying (40 °C, 50 °C, 60 °C) affect bioactive compound preservation, antioxidant efficacy, and metabolic profiles to identify the optimal drying method for maximizing its functional benefits. A thin-layer drying model was established to evaluate drying parameters such as effective diffusion coefficient and activation energy. …”
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The low enoyl-acyl carrier protein reductase activity of FabI2 is responsible for the high unsaturated fatty acid composition in Sinorhizobium meliloti by Ya-Hui Mao, Feng Li, Li-Zhen Luo, Yu Yin, Jin-Cheng Ma, Wen-Bin Zhang, Hai-Hong Wang, Changyi Zhang, Zhe Hu

“…Additionally, the FabI1 enzyme, encoded by SMc00005, was found to modulate the fatty acid composition within S. meliloti. Together, these discoveries establish a foundation for the development of a model that explains the significant contribution of FabI2 to the robust synthesis of UFAs in S. meliloti.…”
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An Experimental Study of Fracture Parameters of Concrete Produced With Basalt Aggregate by Peak-Load Method by Senem Yilmaz Cetin, Tahir Azad Celik

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The impact of 24-h movement behaviors on college students’ physical fitness and its isotemporal substitution benefits: a compositional data analysis approach by Rongxuan Li, Di Cui, Qingqing Fan, Le Zhao, Ziyao Xia, Tianer Zuo, Ye Qiu, Qing Jiang, Jiasheng Huo, Zuoliang Wang

“…Through a rigorous compositional data analysis framework combined with isotemporal substitution model (ISM), we systematically examined the associations between 24-h movement behaviors and physical fitness among college students. …”
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Maternal diet shapes infant microbiota and defensive capacity against infections in early life via differential human milk compositionResearch in context by Karla Rio-Aige, Marta Selma-Royo, Raúl Cabrera-Rubio, Sonia González, Cecilia Martínez-Costa, Margarida Castell, María J. Rodríguez-Lagunas, María Carmen Collado, Francisco J. Pérez-Cano

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