Mechanics-informed autoencoder enables automated detection and localization of unforeseen structural damage by Xuyang Li, Hamed Bolandi, Mahdi Masmoudi, Talal Salem, Ankush Jha, Nizar Lajnef, Vishnu Naresh Boddeti

“…We present a novel “deploy-and-forget” approach for automated detection and localization of damage in structures. It is a synergistic integration of entirely passive measurements from inexpensive sensors, data compression, and a mechanics-informed autoencoder. …”
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Investigating Contributing Factors on Aggressive Driving Based on a Structural Equation Model by Wenxiang Xu, Junhua Wang, Ting Fu, Anae Sobhani, Matin Nabavi Niaki

“…Considering this situation, this paper constructed a model based on a structural equation model (SEM) and factor analysis (FA), which is a multivariate statistical analysis technique used to analyze structural relationships. …”
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The educational structure of digital artisans: a qualitative study based on grounded theory by Mengyuan Sui, Yang Yang, Mingxing Zhou

“…Abstract As the mainstay of the highly skilled talent team, digital artisans are of great significance in promoting industrial transformation and upgrading, accelerating the pace of digital as well as realising Vision 2035. To analyse the structure of the core educational elements of digital artisans, based on the procedural grounded theory, 30 digital artisans were selected as the objects, and with the help of in-depth interview data, the initial codes were extracted from the original data through the process of open coding—spindle coding—selective coding, which was integrated to form 33 concepts and 12 categories, and further refined into 4 main categories. …”
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Turtle soup, Prohibition, and the population genetic structure of Diamondback Terrapins (Malaclemys terrapin). by Paul E Converse, Shawn R Kuchta, J Susanne Hauswaldt, Willem M Roosenburg

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Seismic vulnerability of non-structural members in reinforced concrete buildings located in Tehran by Aliasghar Amir Kardoust, Seyyed Azim Hosseini, Hamidreza Rabeifard, Seyyed Mohammad Seyyed Hosseini, Abbas Akbarpour NickghalbRashti

“…Some researchers have studied the seismic reliability of bridge structures using field data. However, in Iran, real field data is not used to analyze the reliability of RC buildings. …”
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Plastic failure and deformation calculation of shaft structure in soil under lateral explosion by Shanzheng Sun, Yuan Liu

“…The empirical formula of the characteristic size of plastic hinge line is derived from the numerical simulation data. Based on the numerical simulation data and the law of conservation of energy, the empirical formula of the characteristic size of the plastic hinge line was obtained by fitting, the motion field of each plate in the plastic hinge line was analyzed, and the calculation method of the rigid plastic deformation of the shaft structure was established. …”
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Predicting the Population Growth and Structure of China Based on Grey Fractional-Order Models by Xiaojun Guo, Rui Zhang, Naiming Xie, Jingliang Jin

“…In this paper, the fractional-order GM (1, 1) model and the fractional-order Verhulst model are established, respectively, based on the statistical data of China's population indices from 2015 to 2019 to forecast the population size and the change trend of population structure of China from 2015 to 2050 in the short-term and medium- to long-term. …”
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Multi-channel learning for integrating structural hierarchies into context-dependent molecular representation by Yue Wan, Jialu Wu, Tingjun Hou, Chang-Yu Hsieh, Xiaowei Jia

“…They also struggle to learn the subtle variations in structure-activity relationship. This paper introduces a multi-channel pre-training framework that learns robust and generalizable chemical knowledge. …”
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Improved enzyme functional annotation prediction using contrastive learning with structural inference by Yuxin Yang, Abby Jerger, Song Feng, Zixu Wang, Christina Brasfield, Margaret S. Cheung, Jeremy Zucker, Qiang Guan

“…However, the majority of these methods have primarily focused on either amino acid sequence data or protein structure data, neglecting the potential synergy of combining both modalities. …”
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Study on the Dynamic Instability Mechanism of the Rock Formation in the Multifault Structure Zone of the Stope by Hanxiao Guo, Weijian Yu, Yong Liu, Zongtang Zhang, Xiangtao Kang

“…At the same time, the mechanism of the dynamic instability of the rock formation in the multifault structure zone of the stope has been studied through similar simulation experiments and on-site data analysis. …”
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A flexible way to study composites in ecology using structural equation modeling by Xi Yu, Florian Schuberth, Jörg Henseler

“…In practice, however, researchers relying on the common approaches to study composites encounter limitations in flexibly specifying composites with structural equation modeling (SEM). To enrich the researchers’ statistical toolbox and to flexibly model composites in structural equation models, we introduce the Henseler–Ogasawara (H–O) specification to the field of ecology. …”
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Structure of Small and Medium-Sized Business: Results of Total Statistic Observations in Russia by Iuliia S. Pinkovetskaia, Igor V. Balynin

“…The aim of the research is estimation of regularities and tendencies, characteristic for modern sectoral structure of small and mediumsized business in Russia. …”
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Evaluation of the seafloor structural setting of Alamein New City offshore area, Egypt by Amr Z. Hamouda, Mohamed M. Gobashy, Khaled S. Soliman, Mohamed A. Nassar, Suzan M. El-Gharabawy

“…The study of the offshore extension is important to define the morpho-sedimentary seafloor features and evaluate the structure of the seafloor, sand resources, and the quantities of sediments that are responsible for beach renourishment. …”
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Genomic structural equation modeling elucidates the shared genetic architecture of allergic disorders by Jingsheng Ruan, Xinglin Yi

“…Methods Our study employed genomic structural equation modeling (Genomic SEM) to define the common factor representing the shared genetic architecture of allergic disorders. …”
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A Theoretical Study of Structural, Electronic, and Vibration Properties of Acetylcholine Chloride and Bromide by Kirill A. Gordienko, Aleksei B. Gordienko, Yurii N. Zhuravlev

“…The purpose of the study was to define the structural parameters and basic electronic and vibration characteristics of crystal acetylcholine halides (ACh-Hal). …”
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Structural health monitoring and evaluation method for an immersed tunnel based on deep learning by Yuhang Wei, Jinfang Hou, Linhu Yang, Bin Li, Zonghao Ma, Zhao Liu, Wenhao Sun, Binlei Wang

“…This research examines sensor data to evaluate variations in critical parameters and their effects on structural integrity. …”
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THE STRUCTURAL ELEMENTS OF SPRING BARLEY YIELD AND THEIR CONTRIBUTION INTO FORMATION OF HIGH PRODUCTIVITY OF PLANTS by N. N. Anisimova, E. V. Ionova

“…It has been analyzed which elements of the yield structure are primary in the formation of high productivity of the crop under the insufficient water supply. …”
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Structural position of Tolmachevsky active magmatic center in Southern Kamchatka and its origin by A. G Nurmukhamedov, M. D. Sidorov

“…The description of the volumetric density model and its analysis in conjunction with other data are presented herein. The data regarding the Tolmachevsky active magmatic center (TAMC) structural position and its origin is supplemented. …”
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Justification of Image Format Structure for Solving Pattern Recognition Problems in Environmental Monitoring by D. V. Vasilieva, S. V. Dvornikov, S. S. Dvornikov

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Influence of Tectonic and Geological Structure on GIC in Southern South Island, New Zealand by M. Ingham, K. Pratscher, W. Heise, E. Bertrand, M. Kruglyakov, C. J. Rodger

“…Abstract As part of a 5‐year project to assess the risk posed by geomagnetically induced currents (GIC) to the New Zealand electrical transmission network, long‐period magnetotelluric (MT) measurements have been made at 62 sites in southern South Island of New Zealand, a region where there was an absence of previous MT data. The data are largely 3‐dimensional in character, but show distinct features that can be related to the known tectonic and geological structure. …”
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