Optimal design of hollow conductor for high‐speed synchronous motor exploiting adaptive‐sampling radial basis function algorithm by Ruiye Li, Peng Cheng, Hai Lan

“…To address this, the paper proposes a multi‐objective optimisation method based on adaptive sampling radial basis function (ASRBF). The ASRBF algorithm adaptively adds sample points by estimating expected improvements at prediction points, enabling the surrogate model to rapidly approximate the global optimum while significantly reducing function evaluations. …”
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Integrative multi-omics and machine learning reveal critical functions of proliferating cells in prognosis and personalized treatment of lung adenocarcinoma by Shun Wang, Dingtao Hu, Ruohuang Wang, Jie Huang, Baoqing Wang

“…High- and low-SPRS groups exhibited different biological functions and immune cell infiltration in the TIME. …”
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The Characteristics and Functions of SSRs and SNPs Based on the Transcriptome of <i>Tuta absoluta</i> Exposed to Different Concentrations of Abamectin and Chlorantraniliprole by Fanxue Zhang, Meimei Mu, Zonglin Wang, Haoran Zhang, Yilan Song, Rong Xiao

“…These findings provide valuable data for constructing genetic maps, assessing genetic diversity, and determining functional orientation in insects, and they also provide basic data for the molecular mechanism of <i>T. absoluta</i> ‘s response to pesticide susceptibility.…”
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User Experience and Perceptions of AI-Generated E-Commerce Content: A Survey-Based Evaluation of Functionality, Aesthetics, and Security by Chrysa Stamkou, Vaggelis Saprikis, George F. Fragulis, Ioannis Antoniadis

“…This study examines user perceptions of AI-generated e-commerce content, focusing on functionality, aesthetics, and security. A survey was conducted where 223 participants were requested to browse through the pages of an online store developed using ChatGPT and DALL·E and evaluate it, providing feedback through a constructed questionnaire. …”
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A Method for Extracting Features of the Intrinsic Mode Function’s Energy Arrangement Entropy in the Shaft Frequency Electric Field of Vessels by Xiaoguang Ma, Zhaolong Sun, Runxiang Jiang, Xinquan Yue, Qi Liu

“…To address the challenge of detecting low-frequency electric field signals from vessels in complex marine environments, a vessel shaft frequency electric field feature extraction method based on intrinsic mode function energy arrangement entropy values is proposed, building upon a scaled model. …”
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Engineering functionally-optimized aptamers against SARS-Cov-2 for blocking spike-ACE2 interaction and aptasensor detection by Xiangdong Lai, Weiwei Zhao, Lihua Jiang, Jing Li, Muhammad Faizan Munawer, Jiejuan Lai, Jesus Alejandro Martinez Juarez, Miraj Ud din, Xiaoyang Zhang, Zhongquan Song, Tao Wu, Yiyue Ge, Hui Jiang, Xiaohui Liu, Xuemei Wang

“…In this work, an optimization strategy combining exonuclease III (Exo III) digestion and in silico simulation was presented for the first time for constructing high-affinity and functional aptamers and clarifying the three-dimensional (3D) structure of aptamer-target complexes and the conformational dynamic conversion in the process of aptamer recognizing its target. …”
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Multi-frequency EEG and multi-functional connectivity graph convolutional network based detection method of patients with Alzheimer’s disease by Yujian Liu, Libing An, Haiqiang Yang, Shuzhi Sam Ge

“…The method conducts multi-frequency analysis of power spectral density (PSD) features across five EEG frequency bands (Delta, Theta, Alpha, Beta, Gamma) and constructs two functional connectivity networks based on mutual information and Pearson correlation coefficients. …”
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Experimental evaluation of differential voltage protection scheme based on a coherence function applied to AC machine stator windings by R. A. Mahmoud

“…This configuration aims to construct voltage transformers at the midpoints and complete terminals for the machine stator windings, and to facilitate making comprehensive tests to ensure the effectiveness of the coherence technique. …”
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Vacancy Formation and Clustering Behavior in <i>δ</i>-MoN: A Systematic Density Functional Theory Study by Jing Yu, Keda Wang

“…Based on the density functional theory, we theoretically studied the vacancy formation in <i>δ</i>-MoN. …”
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Comprehensive characterization of the competitive endogenous RNA network revealing its immune-related functions in hepatic ischemia-reperfusion injury. by Lirong Liu, Qi Wang, Shuang Qin, Chang Su, Xin Hai, Zhenkuan Yuan

“…Biological function analysis showed that the HIRI-related ceRNA network contributes to HIRI progression by regulating calcium ion-related regulatory pathways and processes. …”
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The multiscale brain structural re-organization that occurs from childhood to adolescence correlates with cortical morphology maturation and functional specialization. by Yirong He, Debin Zeng, Qiongling Li, Lei Chu, Xiaoxi Dong, Xinyuan Liang, Lianglong Sun, Xuhong Liao, Tengda Zhao, Xiaodan Chen, Tianyuan Lei, Weiwei Men, Yanpei Wang, Daoyang Wang, Mingming Hu, Zhiying Pan, Haibo Zhang, Ningyu Liu, Shuping Tan, Jia-Hong Gao, Shaozheng Qin, Sha Tao, Qi Dong, Yong He, Shuyu Li

“…However, during this period, the developmental process of multiscale structural architecture, its association with cortical morphological changes, and its role in the maturation of functional organization remain largely unknown. Here, using two independent multimodal imaging developmental datasets aged 6-14 years, we investigated developmental process of multiscale cortical organization by constructing an in vivo multiscale structural connectome model incorporating white matter tractography, cortico-cortical proximity, and microstructural similarity. …”
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Graph convolutional neural networks improved target-specific scoring functions for cGAS and kRAS in virtual screening by Bo Wang, Muhammad Junaid, Wenjin Li

“…In the drug discovery process, traditional structure-based virtual screening methods, such as molecular docking, are often limited by empirical scoring functions. Recent studies have demonstrated that target-specific scoring functions developed using machine learning approaches can enhance the accuracy of virtual screening. …”
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Optimum Equilibrium Passenger Flow Control Strategies with Delay Penalty Functions under Oversaturated Condition on Urban Rail Transit by Yonghao Yin, Dewei Li, Kai Zhao, Ruixia Yang

“…A numerical case is studied to analyze the sensitivity of the functions, and the best parameter relationship in different functions could be confirmed. …”
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Functional analysis of a novel homozygous missense IVD gene variant: a case report with dual genetic diagnoses by Yuying Zhu, Ke Wu, Hanying Wen

“…Mutant IVD gene pcDNA3.1(+)-MUT-3xFlag and control pcDNA3.1(+)-WT-3xFlag mammalian expression vectors were constructed. Both vectors were transformed into HEK293T cells. …”
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Identification and functional analysis of the S-layer protein SplA of Paenibacillus larvae, the causative agent of American Foulbrood of honey bees. by Lena Poppinga, Bettina Janesch, Anne Fünfhaus, Gerhard Sekot, Eva Garcia-Gonzalez, Gillian Hertlein, Kati Hedtke, Christina Schäffer, Elke Genersch

“…Subsequent analyses of in vivo biological functions of SplA were based on comparing a wild-type strain of P. larvae ERIC II with the newly constructed splA-knockout mutant of this strain. …”
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Evaluating and Diagnosing Urban Function and Perceived Quality Based on Multi-Source Data and Deep Learning Using Dalian as an Example by Yumeng Meng, Mei Lyu, Dong Sun, Jiaxuan Shi, Hiroatsu Fukuda

“…An evaluation system was constructed as part of the study. It included the urban function and perceived street quality. …”
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Functional Connectivity Assessment in Alzheimer's Disease: A Comparative Study of Linear and Non-linear fMRI Analysis Approaches by Hessam Ahmadi, Emad Fatemizadeh, Ali Motie Nasrabadi

“…For non-linear approaches, Distance Correlation (DC) and the kernel trick are utilized. Functional brain networks are constructed and sparsified for each AD stage, followed by calculating global graph measures. …”
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The relationship between gender identity and depressive symptoms in adolescents: a moderated mediation model of self-efficacy and family functioning by Chenyu Hou, Hanchun Yan, Zhibiao Xiang, Chenyang Leng, Haojuan Tao, Zhening Liu, Hui Lei

“…To further clarify the relationship between gender identity and mental health, this study targets adolescents with significant fluctuations in gender identity, constructs a moderated mediation effect model, examines the relationship between gender identity and depression, and explores the mediating role of self-efficacy and the moderating role of family functioning, to provide scientific references for proposing effective psychological interventions for different gender identity groups. …”
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Functional characterization of cutinase genes NsCut1-NsCut4 in Neostagonosporella sichuanensis and their effects on fishscale bamboo by Mengyao Lu, Mengyao Lu, Fang Liang, Fang Liang, Lijuan Liu, Lijuan Liu, Yanji Yin, Yanji Yin, Dongxin Xu, Dongxin Xu, Huan Zou, Huan Zou, Yinggao Liu, Yinggao Liu, Chunlin Yang, Chunlin Yang

“…Recombinant proteins expressed via a prokaryotic system exhibited strong hydrolytic activity against glycerol tributyrate and bamboo white cream at 40°C and pH 8.0, while signal peptide and subcellular localization analyses confirmed their secretory function and localization to the cell wall. Gene knockout experiments were performed to construct deletion strains ΔNsCut and corresponding complemented strains ΔNsCut+. …”
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Longitudinal Association of Changes in Metabolic Syndrome with Cognitive Function: 12-Year Follow-up of the Guangzhou Biobank Cohort Study by Yu Meng Tian, Wei Sen Zhang, Chao Qiang Jiang, Feng Zhu, Ya Li Jin, Shiu Lun Au Yeung, Jiao Wang, Kar Keung Cheng, Tai Hing Lam, Lin Xu

“…Methods MetS components including high-density lipoprotein cholesterol (HDL-C), systolic blood pressure (SBP), waist circumference (WC), fasting plasma glucose (FPG), and triglycerides were measured at baseline and two follow-ups, constructing a MetS index. Immediate, delayed memory recall, and cognitive function along with its dimensions were assessed by immediate 10-word recall test (IWRT) and delayed 10-word recall test (DWRT), and mini-mental state examination (MMSE), respectively, at baseline and follow-ups. …”
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