A novel AI-based CNN model to predict the structural performance of monopile used for offshore wind energy systems by Sajid Ali, Muhammad Waleed, Daeyong Lee

“…Additionally, comparative assessment of training dataset sizes (100–800) validated increasing model accuracy and reliability with bigger datasets, highlighting the effectiveness of long-term measured data for CNN training. These conclusions validate the AI-CNN model as a dependable tool for extreme environmental load calculations, advancing enhanced optimization and structural safety for OWT monopile foundations.…”
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The effect of product design on recycling efficiency of lithium-ion batteries through structural equation modeling and life cycle assessment by Haitao Chen, Yongxun Yang, Zhaohui Dong

“…Abstract This study investigates the impact of lithium-ion battery (LIB) design characteristics on recycling efficiency through a comprehensive mixed-methods research approach. The study employs structural equation modeling (SEM) and analytic hierarchy process (AHP) methodologies, analyzing data collected through systematic expert interviews with 15 industry professionals and structured surveys of 150 battery manufacturing and recycling facilities. …”
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Does Proximity to MRT Stations Affect Online Shopping Use? An Analysis Using Data from Japan and New York by Yusei Onuma, Takanori Sakai, Tetsuro Hyodo

“…We focus on the relationship between proximity to mass rapid transit stations and the shopping mode choice mechanism and estimate structural equation models, considering in-person and online shopping propensities as the latent variables. …”
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CHCHD4 Oxidoreductase Activity: A Comprehensive Analysis of the Molecular, Functional, and Structural Properties of Its Redox-Regulated Substrates by Nicole Balasco, Nazanine Modjtahedi, Alessandra Monti, Menotti Ruvo, Luigi Vitagliano, Nunzianna Doti

“…A particular emphasis has been placed on the molecular and structural aspects of these partnerships. The literature survey has been integrated with the mining of structural databases reporting either experimental structures (Protein Data Bank) or structures predicted by AlphaFold, which provide protein three-dimensional models using machine learning-based approaches. …”
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Structural Health Monitoring by Identification Dynamic Properties and Load Rating Factor at Multi-span Prestressed Concrete Girder Bridge by Rini Kusumawardani*, Arief Kusbiantoro, Untoro Nugroho, Togani Cahyadi Upomo, Erlia Dewi Novita, Imam Agus Nugroho, Kirana Prasetya Azizah

“…Future bridge structure condition monitoring can be done using frequency data and finite element model. …”
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Social rights and spatial access to local social services: The role of structural conditions in access to local social services in Estonia by Kersti Kriisk, Renate Minas

“…We include all of the local social services in Estonia that the municipalities are expected to finance and administer locally. Empirical data on the extent of and the additional demand for social services comes from a survey conducted among local social workers, whereas data on structural conditions derives from Statistics Estonia and the Ministry of Finance. …”
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Petro- and paleomagnetic characteristics of the structural–material complexes of the diamond mining of the Nyurbinskaya pipe (Middle Markha district, West Yakutia) by K. M. Konstantinov, А. A. Yakovlev, Т. А. Antonova, I. К. Konstantinov, Sh. Z. Ibragimov, E. V. Artemova

“…The models are useful in solving a wide range of tasks on substantiation of survey methods and routines for interpreting the field data. Generally, a mineral deposit FGM contains the main elements represented by structural–material complexes (SMC) characterized by specific values of geometrical and physical parameters. …”
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Structural equation modeling of the relationship between parent/child conflict and social anxiety in adolescents: The mediating role of emotion regulation by Sara Yousefi, Mehrangiz Shoaa kazemi, Solmaz Dabiri

“…Data analysis was done using structural equation test and were analyzed using AMOS 26.0 software. …”
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ANGIOTENSIN-CONVERTING ENZYME GENE POLYMORPHISM., THE CLINICAL COURSE AND THE STRUCTURAL AND FUNCTIONAL STATE OF THE HEART AT THE UZBEK PATIENTS WITH DILATED CARDIOMYOPATHY by R. D. Kurbanov, N. A. Kurbanov, T. A. Abdullayev

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Social and structural factors that influence refugee women’s use of mental health care services in Canada: A narrative review by Shreya Mahajan, Samantha B. Meyer

“…Finally, this paper uncovers policies and power divides between patients and doctors that impacts how mental health care is welcomed by women who are refugees. Conclusions: Data suggest that social support innovations are desirable by refugee women in Canada but that further research is required to mitigate social and structural barriers to seeking care. …”

The impact of structural complexity on knowledge management processes: a case study of the friendship Ophthalmology Hospital Algeria Cuba in DJELFA by Mokhtar Rabhi, Ahlam Thamri, Mohammed Said Djoua, Rima Affaf Harizi, Souaad Ben Messaoud

“…The study sought to empirically test the relationship between structural complexity and its dimensions: horizontal differentiation, spatial differentiation, vertical differentiation and knowledge management processes: acquisition, storage, distribution, and application among a sample of workers at the Friendship Ophthalmology Hospital Algeria Cuba in Djelfa. …”
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The mediating role of resilience between positive personality traits and hopes of emerging adults: A structural equation modeling analysis by Esra Eren, Funda Ergüleç, Ahmet Kara

“…The data were evaluated with two-stage structural equation modelling. …”
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From Binary to Multi-Class: Neural Networks for Structural Damage Classification in Bridge Monitoring Under Static and Dynamic Loading by Andreas Kardoulias, Alexandros Arailopoulos, Panagiotis Seventekidis

“…In this study, a truss bridge structure is examined, and neural networks are trained with data derived from finite element analyses under static loads and dynamic excitations. …”
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Models for the Analysis of the Structural Capacity of Railway Bridges in Peru in Accordance with the American Railway Engineering and Maintenance-of-Way Association Standard by Juan Zapata, Doris Esenarro

“…These data were used in order to be able to warn of certain technical aspects that would influence the recommendations for a locomotive replacement project in which new units had different load distributions between the axles, which would make it necessary to review the tracks and bridges of the same in order to determine if they would be able to withstand the new forces safely, as well as to reinforce structural elements according to the material and the structural condition, and finally, to assess the variation in the increase in train speed in some road corridors to achieve a better FRA (Federal Railway Administration) classification of Class 3, where the presence of structures dating back to the last century has been verified as well (1851–1856–1908). …”
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The pattern of structural relationships of academic achievement identity based on basic psychological needs With the mediation of mindfulness and academic self-efficacy by Majid Soleymani, Ezatollah Ghadampour, Mohamad Abasi

“…The objective of this research is to develop a model of structural relations of successful academic identity which the basic psychological needs were included in the research as input variables, mindfulness, and academic self-efficacy as the mediating variables, and the successful academic identity as the output variables. …”
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Examining the impact of emotional intelligence on job performance with the mediating role of clinical competence in nurses: a structural equation approach by Gholamhossein Mehralian, Shima Bordbar, Jamshid Bahmaei, Ali Reza Yusefi

“…Standardized questionnaires on emotional intelligence, clinical competence, and job performance were used for data collection. To analyze the data, descriptive tests and structural equation modeling (SEM) using partial least squares (PLS) were employed with the help of Smart PLS3 and SPSS23 software. …”
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Structural Relationship Analysis of Substance Use Tendencies in Adolescents: The Role of Childhood Maltreatment, Parenting Styles, and the Mediating Role of Impulsivity by Ali Beheshti Motlagh, Sajjad Basharpoor

“…The data were analyzed using Pearson's correlation test and structural equation modeling in SPSS software (version 25) and Lisrel software (version 8.8). …”
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Impact of structural setting on hydrocarbon trapping mechanism of onshore Niger Delta basin, Nigeria, using seismic attribute analysis by Amarachukwu Alphonsus Ibe, Oyewole Temitope Ezekiel

“…Amplitude, variance and coherence attributes shows the faulting structure of hydrocarbon migration channels and path ways, through which hydrocarbon migration and accumulation occurs within the region. …”
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IMPLEMENTATION OF MAPPING-BASED MACHINE LEARNING ALGORITHM AS NON-STRUCTURAL DISASTER MITIGATION TO DETECT LANDSLIDE SUSCEPTIBILITY IN TAKARI DISTRICT by Sefri Imanuel Fallo, Lidia Paskalia Nipu

“…This research is primarily dedicated to providing a comprehensive exposition of the methodology applied in the deployment of a cartographic-based machine learning algorithm designed for the precise identification of areas susceptible to landslides within the geographical confines of the Takari District.This research delves into the application of mapping-based machine learning algorithms in the domain of non-structural disaster mitigation, with a specific emphasis on the detection of landslide susceptibility within the Takari District. …”
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Structural Determinants of Health among Im/Migrants in the Indoor Sex Industry: Experiences of Workers and Managers/Owners in Metropolitan Vancouver. by Shira M Goldenberg, Andrea Krüsi, Emma Zhang, Jill Chettiar, Kate Shannon

“…<h4>Methods</h4>We analyzed qualitative interviews conducted with 44 im/migrant sex workers and managers/owners working in indoor sex establishments (e.g., massage parlours, micro-brothels) in Metropolitan Vancouver, Canada in 2011; quantitative data from AESHA, a larger community-based cohort, were used to describe socio-demographic and social and structural characteristics of im/migrant sex workers.…”
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