Mean-Field-Type Transformers by Hamidou Tembine, Manzoor Ahmed Khan, Issa Bamia

“…Based on this insight, we construct mean-field-type transformers that operate on data that are not necessarily identically distributed and evolve over several layers using mean-field-type transition kernels. …”
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Rapid Identification of Characteristic Chemical Constituents of Panax ginseng, Panax quinquefolius, and Panax japonicus Using UPLC-Q-TOF/MS by Liu Jinbiao, Zhang Xinyue, Yang Shenshen, Wang Shuo, Liu Chengcheng, Yang Bin, Li Yubo, Cai Ting

“…Because the chemical components in the three species are similar, they are often mixed and misused in functional foods and pharmaceuticals applications. Therefore, it is urgent to establish a method to quickly distinguish among PG, PQ, and PJ. …”
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Intraindividual variability differentiated older adults with physical frailty and the role of education in the maintenance of cognitive intraindividual variability. by Jingyi Wu, Jinyu Chen, Juncen Wu, Chun Liang Hsu

“…Additionally, perceived cognitive benefits of education may be dependent on physical functioning.…”
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Silicon-based tribovoltaic nanogenerators: Surface chemistry isotope effect on device performance and durability by Xin Lyu, Melanie Macgregor, Nadim Darwish, Simone Ciampi

“…Further, silicon-based Schottky TVNGs can leverage existing surface functionalization procedures to improve device output and durability. …”
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The problem of the «coordinating state» in the peacekeeping activities of the CSTO by T. V. Kashirina, T. V. Epiphanova

“…The conclusion is made about the constructive significance of such a change in the CSTO peacekeeping.…”
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BK ZERO isoform HEK293 stably transfected cell lines differing 3'UTRs to assess miR-9 regulation. by Katherine Cordero Padilla, Gerardo Alvarado Monefeldt, Adriel Guevárez Galán, Hector G Marrero, Mario E Lloret-Torres, Cristina Velázquez-Marrero

“…Patch clamp recordings confirm that these channels retain their functionality and immunohistochemistry shows differential responses to miR-9, making these cells viable for use in future alcohol dependence studies.…”
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Development of a Community-Based Rehabilitation Intervention for People with Schizophrenia in Ethiopia. by Laura Asher, Abebaw Fekadu, Charlotte Hanlon, Gemechu Mideksa, Julian Eaton, Vikram Patel, Mary J De Silva

“…<h4>Background</h4>Community-based rehabilitation (CBR) is a multi-sectoral strategy to improve the functioning and quality of life of people with disabilities. …”
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IPO: An Improved Parrot Optimizer for Global Optimization and Multilayer Perceptron Classification Problems by Fang Li, Congteng Dai, Abdelazim G. Hussien, Rong Zheng

“…An MLP model with a 10-21-3 structure is constructed for the classification of evaluation outcomes. …”
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A Versatile Strategy for Production of Membrane Proteins with Diverse Topologies: Application to Investigation of Bacterial Homologues of Human Divalent Metal Ion and Nucleoside Tr... by Cheng Ma, Zhenyu Hao, Gerard Huysmans, Amelia Lesiuk, Per Bullough, Yingying Wang, Mark Bartlam, Simon E Phillips, James D Young, Adrian Goldman, Stephen A Baldwin, Vincent L G Postis

“…The proteins are expressed in E. coli in a correctly folded, functional state and can be purified in amounts suitable for structural investigations.…”
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Balancing Agricultural Productivity and Ecosystem Resilience: A Multi-Species Interaction and Simulation Framework by Peng Zijun, Duan Zehan, Wang Jinhai

“…Climate change, pollution, and overexploitation have drastically reduced global biodiversity, posing significant threats to the functionality and stability of agricultural ecosystems. …”
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Routing algorithm for heterogeneous computing force requests based on computing first network by ZHANG Gang, LI Xi

“…To ensure that the paths did not conflict globally, a path distribution strategy was adopted. By constructing a solution matrix and utilizing evaluation functions, random selection of feasible solutions, and the principle of low demand priority avoidance, a set of feasible solution sets was ultimately found. …”
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Angle Expansion Estimation and Correction Based on the Lindeberg–Feller Central Limit Theorem Under Multi-Pulse Integration by Jiong Cai, Rui Wang, Handong Yang

“…It also derives approximate probability density functions of angle measurement errors under various fluctuation and motion scenarios based on the Lindeberg–Feller central limit theorem. …”
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Exploring the impact of deubiquitination on melanoma prognosis through single-cell RNA sequencing by Su Peng, Jiaheng Xie, Xiaohu He

“…Furthermore, analyses of immune cell infiltration and tumor microenvironment scores revealed significant differences in immune cell distribution and microenvironment characteristics between high-risk and low-risk groups. Functional experiments indicated that TBC1D16 significantly impacts the migration and proliferation of melanoma cells.ConclusionThis study highlights the critical role of deubiquitination in melanoma and presents a novel prognostic model that effectively stratifies patient risk. …”
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The Screening Visual Complaints questionnaire-acquired brain injury: Development and evaluation of psychometric properties in a community sample. by Vera Linde Dol, Anselm B M Fuermaier, Eline M E Will, Arlette J van Sorge, Joost Heutink

“…<h4>Methods</h4>We constructed the Dutch Screening Visual Complaints questionnaire-acquired brain injury (SVCq-abi), a self-report 23-item questionnaire. …”
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Novel Insights from Comprehensive Bioinformatics Analysis Utilizing Large-Scale Human Transcriptomes and Experimental Validation: The Role of Autophagy in Periodontitis by Liu F, Zhu Z, Zou H, Huang Z, Xiao S, Li Z

“…This investigation involved transcriptomic analysis of a broad range of human samples and complemented by in vitro experimentation.Materials and Methods: We analyzed the transcriptomes of human gingival tissues from individuals with periodontitis and health controls to identify the differential expression of autophagy-related genes (DEARGs) and to investigate their potential interactions and functional pathways. Additionally, protein-protein interaction (PPI) networks were constructed to identify key functional modules and hub genes. …”
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Control of Aerosols after Sodium Fire Accident in Integrated Fast Reactor by CUI Chunsheng, CHEN Ran, WANG Chuangao, PANG Hongchao, LUO Zhiping, HUANG Xin

“…This study developed a film-forming aerosol fixing agent through emulsion polymerization using styrene (St) and butyl acrylate (BA) as primary monomers, with acrylic acid and methacrylic acid as functional monomers, specifically for sodium aerosol capture. …”
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Integrated network pharmacology reveals the mechanism of action of Xianlinggubao prescription for inflammation in osteoarthritis by Jingyi Hou, Yubo Li, Yu Zhang, Ning Yang, Bin Chen, Guiyun Ma, Naiqiang Zhu

“…Functional enrichment of these targets was performed using the ClusterProfiler package in R. …”
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Single-cell Analysis Highlights Anti-apoptotic Subpopulation Promoting Malignant Progression and Predicting Prognosis in Bladder Cancer by Linhuan Chen, Yangyang Hao, Tianzhang Zhai, Fan Yang, Shuqiu Chen, Xue Lin, Jian Li

“…A prognostic model was constructed using hub genes and Cox regression, and nomogram analysis was performed. …”
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Prognostic Value of Ferroptosis-Immunity-Related Signature Genes in Cervical Cancer Radiotherapy Resistance and Risk Modeling by Zhang X, Li A, Zhu W, Guo Q, Wu Q, Zhao H, Yu Y, Xie P, Li X

“…Univariate and multivariate Cox regression analysis demonstrated that CALCRL, GNRH1, and MUC1 were independent prognostic factors. The results of functional similarity analysis showed that CALCRL, UCHL1, ACVRL1 and MUC1 had high average functional similarity. …”
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Public Database-based Study to Explore the Expression and Role of DDB1 
in Lung Adenocarcinoma by Xinkai ZOU, Ziyi HE, Yanfei ZHANG, Yi HU, Xiaomin WANG, Zhongjie WU

“…Methods The expression, clinicopathological features and prognosis of DDB1 in LUAD were analysed using databases such as UALCAN, Kaplan-Meier Plotter and GEPIA; The interaction network and enriched functional pathways were constructed by GeneMANIA and Metascape; the correlation between DDB1 and immune cells by combining with TISIDB infiltration was evaluated, and the clustering results of cell subtypes and the expression of DDB1 in different immune cell subpopulations were analysed by single-cell sequencing; finally, tissue microarrays were used to further verify the expression and prognostic value of DDB1 in LUAD. …”
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