Multiscale Structural Information-Based Laplacian Generative Adversarial Network Representation Learning by Yan Liu, Xi Chen, Zheng Lu, Ziyue Wu

“…In recent years, network representation learning (NRL) has attracted increasing attention due to its efficiency and effectiveness to analyze network structural data. NRL aims to learn low-dimensional representations of nodes while preserving their structural information, and preserving multiscale structural information of nodes is important for NRL. …”
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Structural patterns and regeneration status of woody plant species in the forest of Northwest Ethiopia by Worku Misganaw Tebabal, Getinet Masresha Kassa, Endale Adamu Anteneh

“…Five communities with different species diversity were identified. Structural data analyses showed that small trees and shrubs dominated the forest species. …”
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A structural equation modeling of predictive factors of mathematics undergraduates academic achievement by Oluwanife Segun Falebita, Akorede A. Asanre, Admire Chibisa

“…An adapted questionnaire on a 5-point Likert scale hosted online through Google Forms was used for the survey. The data gathered was analyzed through SEM with the aid of SmartPLS 4.ResultsThe factors examined, mathematics self-efficacy, attitude, motivation and study habits, collectively accounted for 59.4% of the observed variance in the academic achievement of mathematics undergraduates. …”
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A Control Method for Thermal Structural Tests of Hypersonic Missile Aerodynamic Heating by Chao Lu, Guangming Zhang, Xiaodong Lv

“…This paper presents an intelligent proportional-derivative adaptive global nonsingular fast-terminal sliding-mode control (IPDAGNFTSMC) for tracking temperature trajectories of a hypersonic missile in thermal structural tests. Firstly, the numerical analyses on a hypersonic missile’s aerodynamic heating are based on three different external flow fields via the finite element calculation, which provides the data basis for the thermal structural test of hypersonic vehicles; secondly, due to temperature trajectory differences of a hypersonic missile and the thermal inertia and nonlinear characteristics of quartz lamps in thermal structural test, IPDAGNFTSMC is proposed, consisting of three components: (i) the mathematical model of the thermal structural test is established and further replaced via an intelligent proportional-derivative with a nonlinear extended state observer (NESO) for online unknown disturbances observation; (ii) compared with the traditional sliding-mode control method, the AGNFTSMC method eliminates the reaching phase and the initial control state is trapped on the sliding-mode surface. …”
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ConsensuSV-ONT – A modern method for accurate structural variant calling by Antoni Pietryga, Mateusz Chiliński, Sachin Gadakh, Dariusz Plewczynski

“…Abstract Improvements in sequencing technology make the development of new tools for detection of structural variance more and more common. However, since the tools available for the long-read Oxford Nanopore sequencing are limited, and the selection of the optimal tool presents a challenge, there is a need to create a tool based on Consensus that combines existing work to identify a set of high-quality, reliable structural variants that can be used for further downstream analysis. …”
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MRI-based insights into brain structural and functional alterations in schizophrenia treated with risperidone by Hangyu Li, Xinyue Chen, Shiji Peng, Ying Li, Rui Yu, Kaike Liao, Nian Liu

“…This review offers a summary of current findings on the impact of risperidone treatment on gray matter, white matter, and functional brain activity and connectivity in SZ patients, including its neural mechanisms, therapeutic benefits, and potential side effects.MethodsLiteratures on the use of risperidone for treating schizophrenia were searched in PubMed, Embase and Web of Science analyzing and summarizing the alterations in brain structure and function associated with risperidone.ResultsThrough the analysis and summary, it was found that risperidone treatment in SZ patients can have a marked effect on different structural and functional regions including the prefrontal lobe, temporal lobe, cingulate gyrus, corona radiata, basal ganglia, and corpus callosum.ConclusionMost research has focused on short-term effects, with limited longitudinal data to assess long-term efficacy and side effects, more researches could be added in the future. …”
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Assessment and forecasting of particulate matter emissions and structural health monitoring of buildings in Bangalore by L. Pinky Devi, R. Chandana, Din Bandhu

“…This study focuses on assessing PM emissions, forecasting Air Quality Index (AQI) levels, and evaluating the structural health of buildings in Bangalore. Data from 12 monitoring stations across the city, collected between 2013 and 2021, were analysed to identify key pollutants, seasonal variations, and their impact on buildings. …”
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Detection of Structural Damage After an Earthquake Using GIS and Remote Sensing Methods by Aşır Yüksel Kaya

“…Considering this, high quality images of Malatya city before and after the earthquake were analyzed and data sets were created by masking using Mask RCNN deep learning method through ArcGIS Pro 3.4.0 software. …”
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First-Principles Calculations to Investigate Structural, Electronic, Optical, and Elastic Properties of Ceria by Lemessa Asefa Eressa, Teshome Gerbaba Edossa

“…The structural, electronic, optical, and elastic properties of Ceria (CeO2) were investigated using local density approximation (LDA), PBE, DFT + U, and PBE0 approximations. …”
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Using DIC-based FEM to determine work-hardening parameters in structural steels by E. Fagerholt, D. Morin, V. Aune, T. Børvik, O. S. Hopperstad

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Structural insights into the roles of PARP4 and NAD+ binding in the human vault cage by Jane E. Lodwick, Rong Shen, Satchal Erramilli, Yuan Xie, Karolina Roganowicz, Simone Ritchey, Anthony A. Kossiakoff, Minglei Zhao

“…In addition, proteomics data show that human vaults purified from wild-type and PARP4-depleted cells interact with distinct subsets of proteins. …”
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Dynamic epidemiological models for dengue transmission: a systematic review of structural approaches. by Mathieu Andraud, Niel Hens, Christiaan Marais, Philippe Beutels

“…Model assumptions were systematically extracted from each reviewed model structure, and were linked with their underlying epidemiological concepts. …”
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Versatility of the Burkholderia cepacia complex for the biosynthesis of exopolysaccharides: a comparative structural investigation. by Bruno Cuzzi, Yury Herasimenka, Alba Silipo, Rosa Lanzetta, Gianfranco Liut, Roberto Rizzo, Paola Cescutti

“…The ability of these microorganisms to produce exopolysaccharides with different structures is testified by numerous articles in the literature. …”
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Integration of Structural Characteristics from GEDI Waveforms for Improved Forest Type Classification by Mary M. McClure, Satoshi Tsuyuki, Takuya Hiroshima

“…Forest types correspond to differences in structural characteristics and species composition that influence biomass and biodiversity values, which are essential measurements for ecological monitoring and management. …”
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LIVESTOCK AND ANIMAL PRODUCTION IN ROMANIA - DYNAMICS AND STRUCTURAL CHANGES IN THE PERIOD 2007-2020 by Agatha POPESCU, Toma Adrian DINU, Elena STOIAN, Valentin ŞERBAN, Horia Nicolae CIOCAN, Mirela STANCIU

“…Two sub-periods: P1- 2007-2013 and P2 2014-2020 were compared for assessing if the achievements in P2 were superior. The data from the National Institute of statistics regarding livestock and production by species were processed using fixed basis index, structural index, regression equations, coefficient of determination, multi annual mean per decade, absolute and relative differences between P2 and P1, in order to emphasize the trends and changes during the studied period. …”
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Concrete Damage Identification and Localization for Structural Health Monitoring Based on Piezoelectric Sensors by Hongjie Li, Bo Di, Yu Zheng, Hongwei Ma, Xiaomiao Huang, Hekun Wu, Jize Zhang

“…In recent years, effective methods for concrete damage identification and localization have become crucial in the field of structural health monitoring (SHM). This study proposes an approach utilizing piezoelectric sensors to detect and localize damage in concrete structures. …”
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A Structural Equation Model for Sustainable Supply Chain Management in the Food Industry by Theofilos D. Mastos, Katerina Gotzamani, Petros Ieromonachou, George Tsiotras

“…A survey of 423 firms in the Greek food industry was conducted to meet these objectives. The data were analyzed using exploratory factor analysis, followed by confirmatory factor analysis and structural equation modeling, to explore the relationships between the model’s constructs. …”
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Survey on user’s mobility behavior modelling in urban environment by Fengli XU, Yong LI

“…Urban environment has become a typical scenario for areas of mobile communication,transportation scheduling,disease controlling and so on,and modelling user’s mobility behavior plays an important role in these key applications.The research development in this area was combed and summarized,which provided a literature review for related works.Firstly,the main challenges in urban mobility modelling were discussed as well as the corresponding key scientific problems,which included mobility data augmentation,urban structure-aware mobility behavior discovering,multi-scale mobility behavior prediction and mobility data privacy protection.Furthermore,according to these key scientific problems,the recent developments and up-to-date scientific output in this area were summarized,which paved the way for future research.…”
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Practice on data application and security protection in the field of natural resources in Beijing under the digital intelligence transformation by WEI Lili, GU Jin, WANG Jing

“…Finally, the implementation path of Beijing in improving the efficiency of natural resources data application and ensuring data security was presented, and further optimization ideas for natural resources data management and security protection were explored from the perspectives of organizational structure, institutional norms, and technical support.…”
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Practice on data application and security protection in the field of natural resources in Beijing under the digital intelligence transformation by WEI Lili, GU Jin, WANG Jing

“…Finally, the implementation path of Beijing in improving the efficiency of natural resources data application and ensuring data security was presented, and further optimization ideas for natural resources data management and security protection were explored from the perspectives of organizational structure, institutional norms, and technical support.…”
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