Graph-based reinforcement learning for software-defined networking traffic engineering by Jingwen Lu, Chaowei Tang, Wenyu Ma, Wenjuan Xing

“…Traditional traffic engineering methods based on linear programming achieve optimal solutions but suffer from exponential computational complexity growth with network size, making them impractical for real-time applications in large-scale networks. …”
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A scoping review of statistical methods used to report EORTC QLQ-C30 quality of life scores measured longitudinally by Rosie A. Harris, Chris A. Rogers, Jessica Harris, Eric Lim

“…Many studies continue to ignore the longitudinal structure of repeated measures data, which could impact the interpretation of the data and conclusions drawn.…”
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The role of Universal Grammar and crosslinguistic influence in the interpretation of recursive set-subset adjectives in adult Romanian L1-English L2 bilinguals by Adina Camelia Bleotu, Adina Camelia Bleotu, Deborah Foucault, Tom Roeper, Usha Lakshmanan

“…., ASize AColor N in English, N AColor ASize in Romanian), RSSO posits a structure-dependent principle in terms of sets and subsets (e.g., ASubset ASet N in English, N ASet ASubset in Romanian). …”
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Genomic and proteomic characterization of four novel Schitoviridae family phages targeting uropathogenic Escherichia coli strain by Hira Niaz, Mikael Skurnik, Fazal Adnan

“…Mass spectrometric analysis of purified phage particles identified 44–56 phage particle-associated proteins (PPAPs) belonging to various functional groups such as lysis proteins, structural proteins, DNA packaging related proteins, and proteins involved in replication, metabolism and regulation. …”
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Healthy ageing and psychological resilience among the empty-nest older adults: a cross-sectional survey in China by Chunhong Shi, Xin Long, Silan Xia, Hao Zhao, Chenjun Wu, Yiliang Zhang, Xinying Tang, Chunyan Li

“…Data analysis was performed using SPSS (version 26.0) and AMOS (version 24.0), employing t-tests, ANOVA, Pearson correlation analysis, hierarchical linear regression, and structural equation modeling. …”
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Application of machine learning techniques to predict the compressive strength of steel fiber reinforced concrete by Ala’a R. Al-Shamasneh, Arsalan Mahmoodzadeh, Faten Khalid Karim, Taoufik Saidani, Abdulaziz Alghamdi, Jasim Alnahas, Mohammed Sulaiman

“…By leveraging the predictive power and interpretability of advanced machine learning models, this research promotes a paradigm shift in structural engineering workflows.…”
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Relationship between competency inventory, perceived career benefits, and professional identity among pediatric nurses by Jian-xin Wang, Hao-nan Li, Hui-hui Zhang, Xin-yu Liu, Chun-hui Li, Hai-jun Zhao, Qian-mei Xiang

“…Additionally, mediation effect analysis and structural equation modeling were used to test the mediating effect of professional identity between competency inventory and perceived career benefits of pediatric nurses. …”
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Chromosome-scale scaffolds of the fungus gnat genome reveal multi-Mb-scale chromosome-folding interactions, centromeric enrichments of retrotransposons, and candidate telomere sequ... by John M. Urban, Susan A. Gerbi, Allan C. Spradling

“…Extensive analysis supports the chromosome identity and structural accuracy of the scaffolds, demonstrating they are co-linear with historical polytene maps, consistent with evolutionary expectations, and have accurate centromere positions, chromosome lengths, and copy numbers. …”
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A Class of Local Non-Chain Rings of Order <i>p</i>^5<i>m</i> by Alhanouf Ali Alhomaidhi, Badriyah Rashed Alshahrani, Sami Alabiad

“…</mo></mrow></semantics></math></inline-formula> This research advances our understanding of the structural features of Frobenius rings and their applications in coding theory.…”
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Elucidating associations between technetium pyrophosphate scintigraphy, echocardiography and cardiac biomarkers in transthyretin cardiac amyloidosis by Bennett Di Giovanni, Dakota Gustafson, Priya Arivalagan, Mitchell B Adamson, Julie Vishram-Nielsen, Diego Delgado

“…Conversely, the heart-to-contralateral lung ratio, a quantitative index derived from 99mTc-PYP scintigraphy, did not show significant correlations with cardiac biomarkers (logBNP and logTroponin), but demonstrated significant associations with LV mass (β=134.52, p=0.001) and IVSd (β=0.46, p=0.002) in patients with ATTRm.Conclusions These data suggest strong associations exist between cardiac biomarkers, structural echocardiographic changes and 99mTc-PYP scintigraphy, emphasising the importance of a multipronged diagnostic approach stratified by genotype.…”
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Socioeconomic and racial-ethnic disparities in flame retardant exposure and executive function skills in preschool children by Alexis Merculief, Megan McClelland, Stephanie Foster, John Geldhof, Shannon Lipscomb, Kim Anderson, Molly L. Kile

“…These findings underscore the need to address structural social inequities, and also highlight the need for greater representation of children from underserved backgrounds in research that seeks to characterize chemical and social exposures within neighborhood and preschool environments.…”
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Will Wind Turbines Affect the Distribution of Alashan Ground Squirrel? Insights from Large-Scale Wind Farms in China by Yuan Wang, Wenbin Yang, Qin Li, Min Zhao, Ying Yang, Xiangfeng Shi, Dazhi Zhang, Guijun Yang

“…Using generalized additive models and structural equation models, we analysed the relationship between burrow spatial distribution and environmental factors. …”
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Understanding international travelers’ intentions to adopt protective behaviors against malaria during staying abroad: insights from a study of Chinese international travelers by Yi Wang, Fang Fang, Chengyuan Li, Junjun Wang, Guangyu Lu, Yuzheng Huang

“…We analyzed the intentions to engage in malaria protective behaviors by multiple linear regression and structural equation modeling. …”
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Lower spinal levels and male sex are associated with greater epidural blood patch volume in spontaneous intracranial hypotension by Woo-Seok Ha, JaeWook Jeong, Seungwon Song, Jungyon Yum, Soomi Cho, Hee Jung Kim, Min Kyung Chu

“…This study aimed to analyse factors influencing the tolerable EBP volume, including structural, clinical, and psychological factors. Methods This retrospective study included patients diagnosed with SIH who underwent single-level EBP at a tertiary care centre from 2019 to 2024. …”
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From counsel to consumption: examining sociocultural influences on perinatal nutrition in rural India by Faiz A. Hashmi, Cristine H. Legare

“…ASHAs serve as crucial cultural brokers but require structural support to overcome community barriers. Addressing maternal undernutrition requires engaging cultural dietary beliefs while enhancing educational opportunities to empower women’s informed dietary choices.…”
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Correlation of Calibration Parameters for HPGe Detector Efficiency Based on Monte Carlo Simulation by LI Yan1, SHAN Chenyu2, GU Weiguo1, WANG Dezhong1

“…However, to ensure the optimal performance of HPGe detectors, it is crucial to configure them with accurate parameters and an appropriate structural design. One of the key challenges in using HPGe detectors lies in the time-consuming nature of the current calibration methods. …”
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q-Breathers in the diatomic β-Fermi–Pasta–Ulam–Tsingou chains by Lin Deng, Hang Yu, Zhigang Zhu, Weicheng Fu, Yisen Wang, Liang Huang

“…These results not only expand the applicability of QBs but also offer significant implications for understanding the thermalization dynamics in complex lattice structures, with wide potential applications in related low-dimensional materials.…”
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Effectiveness of virtual learning system in agricultural education in India by Kotha Shravani, Rabindra Nath Padaria, Rashmi Singh, Sujit Sarkar, K. V. Praveen, Cini Varghese, Shantanu Rakshit, S. Aishwarya, Preeti Yadav, Preeti Yadav, Sushmita Saini, Sushmita Saini, Sweety Mukherjee, Bhaskar Ghosh, Settipalli Sravani, Nuthaki Venkata Leela Krishna Chaitanya, Simran Pundir

“…Gender differences were also observed, with female students performing better in virtual learning environments.Discussion and conclusionThe study highlights the critical role of self-regulation, positive learners’ attitudes, and well-structured e-learning design in enhancing the effectiveness of virtual learning. …”
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Health-related quality of life findings from the Faroe Islands FIT FIRST FOR ALL school-based physical activity study by Helgi Winther Olsen, Bára Berghamar Danielsen, Tórur Sjúrðarson, Søren Antoft, Peter Krustrup, Peter Krustrup, Malte Nejst Larsen, Magni Mohr, Magni Mohr, Magni Mohr, Annika Helgadóttir Davidsen, Annika Helgadóttir Davidsen, May-Britt Skoradal

“…No significant changes were observed in other HRQOL dimensions.DiscussionThe FIT FIRST FOR ALL program improved physical well-being, particularly among boys and younger age groups, showcasing its potential to influence selected dimensions of HRQOL through structured school-based physical activity. These findings suggest that tailoring the program to specific age and gender groups could further strengthen its scalability and effectiveness across diverse school settings.…”
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Study on the Deformation Characteristics of the Surrounding Rock and Concrete Support Parameter Design for Deep Tunnel Groups by Zhiyun Deng, Jianqi Yin, Peng Lin, Haodong Huang, Yong Xia, Li Shi, Zhongmin Tang, Haijun Ouyang

“…The deformation characteristics of the surrounding rock in tunnel groups are considered critical for the design of support structures and the assurance of the long-term safety of deep-buried diversion tunnels. …”
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