HIL modeling of systems using the multipole filter by M. N. Maksimov, S. M. Maksimova

“…The stability analysis of the HIL modeling process is carried out by circuit theory methods and numerical methods of systems of linear algebraic equations solution. …”
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Perception and Verbalization of Somatic (Bodily) Codes of Culture in the Conditions of Bilingualism and Biculturalism by Svetlana S. Shlyakhova

“…Interpretation of the code is a subjective process and often depends on personal perception in the control groups of Russians. …”
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Emotional State as a Key Driver of Public Preferences for Flower Color by Juan She, Renwu Wu, Bingling Pi, Jie Huang, Zhiyi Bao

“…The complex aesthetic process’s driving factors were unveiled through a comprehensive analysis using a Generalized Additive Model (GAM), a piecewise Structural Equation Model (SEM), and linear regression models. …”
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Green economic development and entrepreneurship transformation by Aleksy Kwilinski, Oleksii Lyulyov, Tetyana Pimonenko

“…It suggests targeted government policies that incentivize the adoption of green practices, simplify processes for new green startups, promote trade openness, and foster innovation through increased funding and collaboration. …”
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High-density natural active sites for efficient nitrogen reduction on Kagome surfaces promoted by flat bands by Yuyuan Huang, Yanru Chen, Shunhong Zhang, Zhenyu Zhang, Ping Cui

“…The mutual independence between neighboring reactive sites also ensures an exceptionally high 25% atomic utilization within the Kagome layer, with each active site possessing high selectivity of eNRR. Our detailed analysis further reveals the critical role of the flat bands in boosting catalytic activity, which is also generalized to the isostructural CoSn and FeGe Kagome systems. …”
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Habitat suitability modeling to improve conservation strategy of two highly-grazed endemic plant species in saint Catherine Protectorate, Egypt by Mohamed M. El-Khalafy, Eman T. El-Kenany, Alshymaa Z. Al-Mokadem, Salma K. Shaltout, Ahmed R. Mahmoud

“…Results The present study showed the response of two endemic taxa in Saint Catherine protectorate (SKP) (Micromeria serbaliana and Bufonia multiceps) to anticipate climate change over the next few decades using species distribution models. In our analysis, we included the incorporation of bioclimatic variables into the SDM modeling process using four main algorithms: generalized linear model (GLM), Random Forest (RF), Boosted Regression Trees (BRT), and Support Vector Machines (SVM) in an ensemble model. …”
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Correlation between territorial innovative clusters and sustainable development of a region by A. A. Korableva, V. V. Karpov, E. A. Kapoguzov

“…Objective: to substantiate the list of indicators of a region sustainable development, taking into account the impact of territorial innovation clusters on regional socio-economic processes.Methods: general scientific methods of cognition were used in the process of research; the formation of the territorial innovation cluster model as a mechanism of the region sustainable development is based on the grouping of factors of the external and internal environment of the cluster; using the methods of analogy and comparison, a list of indicators of the region sustainable development was formed, taking into account the generalized factors of territorial clusters’ development. …”
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Postcapitalist Projects: Ontology vs. Ideology by Yu. V. Loskutov

“…Any scientific socio-ontological analysis of the current interformational transition relies on generalized empirical data from special sciences and social-historical practice.Results and discussion. …”
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ESdiGital-Transformation of Russian Oil and Gas Companies: Risks and Assessments by E. A. Kuklina, K. I. Dementiev

“…Methodological basis of the research: a systematic approach, logical analysis, synthesis. Research methods: empirical rating method, Harrington’s generalized desirability function, content analysis of open sources of information. …”
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SEISMO-TECTONIC AND GEODYNAMIC FEATURES DAGESTAN SECTOR OF THE EASTERN CAUCASUS by R. A. Magomedov, S. A. Mamaev

“…In the analysis of stock and published geological and geophysical material made a new generalized fault-block tectonics of the region, which the service provides the necessary basis for studying the processes of interaction blocks, localization of sources of stress, the study of the movements along block boundaries and has periostattion is to identify potential seismic foci, long-term forecast of their next activation and adequate assessment of seismic hazard and seismic risk in this densely populated and industrialized region of the country.…”
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Current Tasks in Identifying Invalid Events in Critical Information Infrastructure by D. A. Evdokimova, A. A. Mikryukov

“…A generalized scheme for processing invalid events was proposed, including a set of interconnected stages of identification, categorization, impact assessment, response, documentation, and analysis. …”
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A Novel Hybrid Approach to Forecasting Crude Oil Prices Using Local Mean Decomposition, ARIMA, and XGBoost by Jawaria Nasir, Muhammad Aamir, Soofia Iftikhar, A. B. Albidah, Ohud A. Alqasem, Maysaa E. A. Elwahab, Ilyas Khan, Wei Sin Koh

“…Because of the unpredictability and fluctuation observed in oil prices non deep neural network models and data mining cannot be used in the prediction of costs and generalized forecasting. The analysis of the onset of deep non-linear modeling as a part of the machine learning process demonstrates how the discussed hybrid model successfully acquires relevant data and adapts a non-stationary function. …”
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Construction and application of a quantitative efficiency assessment model for green AI in intelligent customer service systems by MA Xiaoliang, LIU Ying, ZHAO Ruqiang, YANG Bangxing, GAO Jie, DENG Congjian

“…Furthermore, by employing the nonlinear least squares method, model parameters were derived. This analysis method was not only applicable to the operational efficiency analysis of AI models used by telecommunications operators but can also be generalized for energy consumption assessment of AI models across various industries.…”
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Relationship between oxidative balance score and risk of sleep-related problems by Piao Chen, Jin Wang, Ling Liu, Xiaoling Liu

“…To examine potential nonlinear relationships between OBS and the risk of sleep-related problems, generalized additive models and two-part linear regression models were employed. …”
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Justification of the choice of a theoretical apparatus to describe the transport behavior of city residents (megapolis) by I. E. Agureev, A. V. Akhromeshin

“…The article presents an analysis of scientific papers on transport behavior, transport mobility of the population and patterns of behavior of passengers (individuals). …”
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NEUTROPHIL CD64 INDEX IN SEPSIS DIAGNOSIS AFTER CARDIAC SURGERY IN INFANTS by A. A. Krivoshapkina, A. I. Subbotovskaya, O. V. Strunin, A. N. Shilova, A. A. Efimov, V. S. Kozyreva, I. A. Kornilov

“…Active search for new laboratory markers, which would help to predict onset of a generalized infectious process with high probability, has been going on in recent years. …”
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Diabetic distal polyneuropathy: prevention, treatment and rehabilitation (review) by A. M. Morozov, T. V. Sorokovikova, S. V. Zhukov, YU. E. Minakova, M. A. Belyak

“…In the modern literature there is a significant amount of research in the field of methods of prevention, treatment and rehabilitation of patients with diabetes mellitus, accompanied by damage to the nervous system, but there is no generalized information on a comprehensive analysis of currently available techniques.The purpose of study. …”
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Geospatial digital mapping of soil organic carbon using machine learning and geostatistical methods in different land uses by Yahya Parvizi, Shahrokh Fatehi

“…The SOC changes were simulated using multivariate analysis and machine learning methods including generalized linear model (GLM), linear additive model (LAM), cubist, random forest (RF), and support vector machine (SVM) models. …”
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Macroevolutionary trends in Ceratosauria body size: insights of phylogenetic comparative methods by Enzo E. Seculi Pereyra, Damian E. Pérez, Ariel H. Méndez

“…Futures works should be focus on process-based community-evolution model and species distribution modeling to further understand the macroevolution dynamics of South America dinosaur community.…”
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DNA Barcoding of the Genus <i>Discogobio</i> (Teleostei, Cyprinidae) in China by Hongmei Li, Huan Cheng, Renrong Huang, Zhenya Qiu, Renyi Zhang

“…Five different species definition methods, Automatic Barcode Gap Discovery (ABGD), Assemble Species by Automatic Partitioning (ASAP), Bayesian Poisson Tree Process (bPTP), Generalized Mixed Yule Combination (GMYC), and Refined Single Linkage (RESL), were used to infer molecular operational taxonomic units (MOTU). …”
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