Spatial mapping of the localized corrosion behavior of a magnesium alloy AZ31B tungsten inert gas weld by Leslie G. (Bland) Miller, Corey M. Efaw, Rebecca F. Schaller, Kari Higginbotham, Steve D. Johns, Paul H. Davis, Elton Graugnard, John R. Scully, Michael F. Hurley

“…The galvanic coupling and evolution of the intrinsic corrosion behavior between the weld zones is explained by monitoring the hydrogen evolution reaction (HER) with SECM over time. …”
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Morphology and dynamics of sporadic E layers observed by amateur radio by WenYu Hao, Tao Yu, Yang-Yi Sun, Jin Wang, LiHui Qiu

“…The results provide us a way for obtaining the horizontal structure and dynamic features of Es layers, which can help improve our understanding of the formation and evolution of Es layers.…”
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Research on Multi-Step Prediction of Pipeline Corrosion Rate Based on Adaptive MTGNN Spatio-Temporal Correlation Analysis by Mingyang Sun, Shiwei Qin

“…In order to comprehensively investigate the spatio-temporal dynamics of corrosion evolution under complex pipeline environments and improve the corrosion rate prediction accuracy, a novel framework for corrosion rate prediction based on adaptive multivariate time series graph neural network (MTGNN) multi-feature spatio-temporal correlation analysis is proposed. …”
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Thematic repertoire of feuilletons about the New Poet and its diachronic transformations by E. I. Vozhik, R. A. Lisiukov

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Insights into the X-shaped fissure propagation and interaction mechanisms of rock specimens: 3D printing experiments and DEM simulations by Yiqing Sun, Wei Huang, Lei Gan, Zhenzhong Shen, Hongwei Zhang, Wenbing Zhang

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A Distributed Detection Method for Quality-related Faults in Complex Non-stationary Industrial Processes by Jie DONG, Daye LI, Yanmei WEI, Kaixiang PENG, Hui YANG

“…This classical method identifies a feature subset that maximizes the correlation between features and targets and minimizes redundancy between features based on mutual information. …”
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A Novel Method for Technology Roadmapping: Nanorobots by Huailan Liu, Zhen Li, Rui Zhang, Yufei Liu, Yixin He

“…The methodology begins with text feature extraction, clustering algorithms, and theme mining to identify dominant technological themes. …”
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Research on YOLOv5 Oracle Recognition Algorithm Based on Multi-Module Fusion by Xinhang Zhang, Zhenhua Ma, Yaru Zhang, Huiying Ru

“…The recognition of oracle bone script is of significant importance for understanding the evolution of Chinese characters, their morphological features, and semantic changes. …”
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Agent-Based Intelligent Fuzzy Traffic Signal Control System for Multiple Road Intersection Systems by Tamrat D. Chala, László T. Kóczy

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Genesis and geological significance of the mafic rocks in the paleoproterozoic Lieryu formation, Liaoning by Jingsheng Chen, Jingsheng Chen, Jingsheng Chen, Linchuan Li, Linchuan Li, Linchuan Li, Bin Li, Bin Li, Bin Li, Yi Tian, Chao Zhang, Chao Zhang, Chao Zhang, Yanqing Zang, Yanqing Zang, Yanqing Zang, Yan Zhao, Yan Zhao, Yan Zhao

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AutoLDT: a lightweight spatio-temporal decoupling transformer framework with AutoML method for time series classification by Peng Wang, Ke Wang, Yafei Song, Xiaodan Wang

“…TS-separable linear self-attention mechanism and convolutional feedforward network achieve feature extraction in a lightweight way by decoupling temporal and spatial features of time series. …”
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Estado y Derecho en la era de la globalización neoliberal: evolución del recetario neoliberal en Argentina / State and Law in the neoliberal globalization era: evolution of neolibe... by Alejandro Gabriel Manzo

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The Evaluation оf Potential Threat оf Animal’s Coronaviruses аs Human’s Patogens by T. E. Sizikova, V. N. Lebedev, S. V. Borisevich

“…The main focus is on bat coronaviruses (as a reservoir of SARS-CoV, MERS-CoV and SARS-CoV-2 viruses), as well as avian coronaviruses, due to the potential ability of these animals to become vectors of spread of new emergent diseases and the coronaviruses of carnivores, due to the established during the COVID-19 pandemic fact of transmission of the SARS-CoV-2 virus from man to mink and from mink to man. Studying the features of molecular evolution it will help you better understand the mechanisms of occurrence and adaptation to humans pathogens of emergent viral diseases.…”
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Theoretical foundations of the formation of the concept of sustainable development and its practical implementation at the current stage of social development by O.V. Tarasuik

“…The main stages of development were formed, the features and characteristic signs of its formation were determined. …”
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An Improved Transformer-Based Model for Urban Pedestrian Detection by Tianyong Wu, Xiang Li, Qiuxuan Dong

“…Furthermore, we present a nonlinear feature fusion module that fuses information from various feature scales and contexts more successfully. …”
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Application of Optimization Parameters VMD and MED in Fault Diagnosis of Train Gearbox Rolling Bearings by Changqing LI, Jianhui LIN, Yongxu HU

“…Aiming at the problem of feature extraction of train gearbox rolling bearing’s incipient fault in the case of strong noise, a method of fault diagnosis based on minimum entropy deconvolution (MED) and parameter optimized variational mode decomposition (VMD) was proposed. …”
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Construction of Carbon Functional Zone in the Demonstration Zone of Green and Integrated Ecological Development of the Yangtze River Delta Based on Carbon Density Correction by Tian ZHANG, Zhen SHEN, Tingting SU, Daixin DAI

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Single Mutation in <i>iolT1</i> in <i>ptsG</i>-Deficient <i>Corynebacterium glutamicum</i> Enables Growth Boost in Xylose-Containing Media by Katharina Hofer, Lynn S. Schwardmann, Jung-Won Youn, Volker F. Wendisch, Ralf Takors

“…By combining rational strain engineering with continuous adaptive laboratory evolution, we evolved a <i>ptsG</i>-deficient <i>C. glutamicum</i> strain in glucose–xylose mixtures for 600 h under consistent selection pressure. …”
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An Enhanced Framework for Assessing Pluvial Flooding Risk with Integrated Dynamic Population Vulnerability at Urban Scale by Xinyi Shu, Chenlei Ye, Zongxue Xu, Ruting Liao, Pengyue Song, Silong Zhang

“…This study uses Jinan, a typical foothill plain city in Shandong Province, as a case study to compare the performance of differential evolution (DE), genetic algorithm (GA), and particle swarm optimization (PSO) in calibrating the SWMM. …”
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New Maps of Lunar Surface Oxide Abundances and Mg# Using an Optimized Ensemble Learning Algorithm by Chaofa Bian, Kefei Zhang, Yunzhao Wu, Suqin Wu, Yu Lu, Yabo Duan, Huajing Wu, Zhenxing Zhao, Wei Wu

“…The oxide and Mg# distributions in three craters from different geological units&#x2014;Highlands, SPA basin, and Maria&#x2014;indicate different magmatic evolution processes, providing new insights into lunar geological evolution and volcanism.…”
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