Invulnerability Simulation of Urban Agglomeration Passenger Transport Network under Incomplete Information Attack Strategy by Chengbing Li, Zhicheng Yang, Yuan Zhu

“…This approach employed the site mapping method to construct the urban agglomeration composite transportation network model, and the network is weighted based on the actual passenger flow. …”
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Task-aware conditional GAN with multi-objective loss for realistic and efficient industrial time series generation by Kai Lang, Yonghua Li

“…This design ensures that the generated data preserves both local dynamics and global distributional properties. Our method introduces a systematic strategy for loss calibration and architecture tuning, which enhances generation stability without the need for complex temporal signature modeling. …”
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Gold nanoparticle encapsulated hybrid MOF: synthesis, characterization, and co-drug delivery of 5-fluorouracil and curcumin by Pranita Rananaware, Parimal Pandit, Varsha Brahmkhatri

“…The dual MOF composite exhibits a better affinity for loading C and 5-FU with 60% and 40% drug loading capacity, respectively. …”
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A Numerical Investigation of the Deformation Mechanism of a Large Metro Station Foundation Pit under the Influence of Hydromechanical Processes by Yan Wang, Yongjun Zhang, Mingfei Li, Yi Qi, Tianhui Ma

“…According to the hydraulic coupling conditions caused by rainfall, a fluid-solid coupling numerical model for a deep and large subway foundation pit in soil-rock composite strata is established in this paper. …”
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Enhanced catalytic performance of 3 %FeCu-HC modified hydrochar for methyl violet 2B removal in the heterogeneous fenton process: Synthesis and optimization by Abderrazzak Adachi, Omar Boualam, Tarik El Houari Salmani, Fatima Moussaoui, Amal Lahkimi

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Does label information reflect product properties? A Swiss case study of plant-based milk alternatives by Carole Liechti, Gabriele Mack, Jeanine Ammann

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Downhole Coal–Rock Recognition Based on Joint Migration and Enhanced Multidimensional Full-Scale Visual Features by Bin Jiao, Chuanmeng Sun, Sichao Qin, Wenbo Wang, Yu Wang, Zhibo Wu, Yong Li, Dawei Shen

“…Additionally, a multi-scale luminance adjustment module is integrated to merge features across perceptual ranges, mitigating localized brightness anomalies such as overexposure. The model is structured around an encoder–decoder backbone, enhanced by a full-scale connectivity mechanism, a residual attention block with dilated convolution, Res2Block elements, and a composite loss function. …”
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Numerical analysis of bubble coalescence characteristics on wetting surface by Liuming YANG, Shicheng LIU, Zhiyong PEI, Xiangshao KONG

“…ObjectiveThis study aims to advance the development of composite drag reduction technology involving super-hydrophobic surfaces and bubbles by investigating the coalescence characteristics of bubbles on wetting surfaces and revealing the effects of surface wettability, bubble spacing, and bubble size on bubble coalescence.MethodsA numerical model of bubble coalescence on an underwater wetting surface is established based on the volume of fluid (VOF) method. …”
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Prognostic Value of Serum Uric Acid in Patients on the Waiting List before and after Renal Transplantation by Henrique Cotchi Simbo Muela, Jose Jayme Galvão De Lima, Luis Henrique W. Gowdak, Flávio J. de Paula, Luiz Aparecido Bortolotto

“…In the Cox proportional model UA was no longer significantly associated with CV events. …”
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Removal of methylene blue dye from textile industry wastewater using green synthesized Teff straw assisted ZnO nanoparticle by Getachew L. Rorissa, Ermias A. Tesema, Reddy Prasad D.M., Abdisa R. Hunde, Sirno Y. Beyena, Meron A. Biru, Dereje T. Mekonnen, Tebelay L. Adnualem

“…Adsorption experiments analyzed the impact of pH, adsorbent dose, contact time, and initial dye concentration, while Response Surface Methodology (RSM) with a Central Composite Design (CCD) optimized conditions, achieving 99.77% removal efficiency at pH 6.9, 68.5 mg/L dye concentration, 0.265 g adsorbent dose, and 77.87 min contact time, fitting the Freundlich isotherm model (R² = 0.99). …”
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Impact Localization System of CFRP Structure Based on EFPI Sensors by Junsong Yu, Zipeng Peng, Linghui Gan, Jun Liu, Yufang Bai, Shengpeng Wan

“…Carbon fiber composites (CFRPs) are prone to impact loads during their production, transportation, and service life. …”
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Predicting drug-target interactions using machine learning with improved data balancing and feature engineering by Md. Alamin Talukder, Mohsin Kazi, Ammar Alazab

“…This dual feature extraction method enables a deeper understanding of chemical and biological interactions, enhancing predictive accuracy. …”
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Stratifying risk outcomes among adult COVID-19 inpatients with high flow oxygen: The R4 score by G.M. Aguirre-García, D. Ramonfaur, G. Torre-Amione, M.T. Ramírez-Elizondo, R. Lara-Medrano, J.F. Moreno-Hoyos, E.S. Velázquez-Ávila, C.A. Diaz-Garza, V.M. Sanchez-Nava, F. Castilleja-Leal, G.M. Rhoades, M.F. Martínez-Reséndez

“…This study aims to provide a simple risk stratification system to predict invasive mechanical ventilation (IMV) or death among COVID-19 inpatients on HFO.Methods Among 529 adult inpatients with COVID-19 pneumonia, we selected unadjusted clinical risk factors for developing the composite endpoint of IMV or death. …”
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A nomogram to predict sarcopenia in middle-aged and older women: a nationally representative survey in China by Jiayi Yang, Zihao Chen, Xinxin Dai, Liyao Jiang, Liyan Dai, Yu Zhao

“…Subsequently, a visual nomogram prediction model was developed by incorporating the identified risk factors into R4.1.2 software.ResultsAge, area, education, marriage, waist circumference, stroke, body pain, depression, and region may be closely related to Chinese women with sarcopenia. …”
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Consumption of Chinese Tea-Flavor Liquor Improves Circulating Insulin Levels without Affecting Hepatic Lipid Metabolism-Related Gene Expression in Sprague-Dawley Rats by Ju-Sheng Zheng, Yuan-Qing Fu, Qi Chen, Tao Huang, Jing Yang, Duo Li

“…TFL significantly decreased plasma insulin (P=0.009) and marginally decreased Homeostatic Model Assessment-Insulin Resistance (HOMA-IR) (P=0.05), compared with WC. …”
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Psychometric properties of the Chinese version of the Emotion Regulation Skills Questionnaire by Xia Ma, Suyan Wang, Mengjie Cui, Hongliang Dai, Jianfeng Hu

“…Results: Factor analysis support a two-factor structural model of the C-ERSQ, which presented strict invariance across sex, ethnicity, whether having siblings, and student type. …”
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Mobile Phone Auscultation Accurately Diagnoses Chronic Obstructive Pulmonary Disease Using Nonlinear Respiratory Biofluid Dynamics by Caroline Emily Gosser, Luther Daniel, Martin Huecker, Rodrigo Cavallazzi, Hiram Rivas, Jarred Jeremy Thomas, Ryan Close

“…The recordings from the egophonic and axillary sites were initially modeled separately and then combined in a single composite model. …”
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AI driven prediction of early age compressive strength in ultra high performance fiber reinforced concrete by Mohamed Abdellatief, Wafa Hamla, Hassan Hamouda

“…Results indicate that GPR and SVR models with high predictive accuracy (R2 > 0.90) outperformed ANN, RF, and GB models. …”
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Validating the ChatGPT Usage Scale: psychometric properties and factor structures among postgraduate students by Mohamed Nemt-allah, Waleed Khalifa, Mahmoud Badawy, Yasser Elbably, Ashraf Ibrahim

“…Confirmatory Factor Analysis (CFA) was conducted to assess the model fit and psychometric properties of the final 15-item measure. …”
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Human-geographical concept of the regional geodemographic system by Kateryna Sehida

“…The analysis of results of social management demands the quantitative description and comparison of real result with his expected model (purpose). The offered concept of geodemographic system of the region on the basis of dissipative structures which treats people, groups of people, society is aimed at the development and functioning of the studied system where the special role belongs to implementation of administrative decisions. …”
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