Research on Multi-Step Prediction of Pipeline Corrosion Rate Based on Adaptive MTGNN Spatio-Temporal Correlation Analysis by Mingyang Sun, Shiwei Qin

“…First, pipeline monitoring points are modeled as graph nodes to construct the pipeline corrosion spatio-temporal information graph, with corrosion rate and auxiliary features (selected through feature correlation analysis) forming node attributes. …”
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Research progress and prospects of intelligent mine ventilation by LIU Xiangying

“…To address these challenges, the future research directions should focus on: ① Developing new sensor devices with strong anti-interference capabilities to construct a spatiotemporal dynamic monitoring network that integrates "fixed-point monitoring+mobile inspection", enabling precise multi-parameter ventilation perception. ② Establishing an ultra-real-time simulation model for the ventilation network based on digital twin technology, and combining reinforcement learning and game theory methods to optimize the coordination between local decision-making and global strategy, thereby driving intelligent decision-making systems toward a cloud-edge-device collaborative mode. ③ Building a digital twin-driven disaster evolution simulation platform, integrating dynamic evacuation path planning and rapid deployment of robot clusters, thereby forming a three-tier emergency response system of "disaster warning-regional isolation-intelligent rescue".…”
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Investigating the Frequency Spectrum Characteristic of Stress Wave under Multistage Loading Stress by Yun Cheng, Zhanping Song, Xiaoxu Chang, Tengtian Yang

“…Therefore, those conclusions can provide a reference for the evolution analysis of the stress wave spectrum in an excavated rock mass.…”
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Flow-based cytometric analysis of cell cycle via simulated cell populations. by M Rowan Brown, Huw D Summers, Paul Rees, Paul J Smith, Sally C Chappell, Rachel J Errington

“…Here we link the "real" data to initialise a computer simulation of the cell cycle that mimics the evolution of individual cells within a larger population and simulates the associated changes in fluorescence intensity of functional reporters. …”
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Biodiversity of Diatoms as Indicators of Water Quality and Landscape Sustainable Dynamics in the Zarafshan River, Uzbekistan by Karomat Mamanazarova, Kholiskhon Alimjanova, Sophia Barinova

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Modélisation Résonantique De La Coarticulation Des Consonnes Occlusives Sonores by Mhania GUERTI

“…Celles-ci résultent du fait que l’articulation est en constante évolution et dépend même du contexte dans lequel le son est prononcé. …”
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Integrative Analysis of Traditional and Cash Flow Financial Ratios: Insights from a Systematic Comparative Review by Dimitra Seretidou, Dimitrios Billios, Antonios Stavropoulos

“…Additionally, longitudinal studies examining the evolution of financial ratios over time, along with hybrid statistical and machine learning approaches, can improve forecasting accuracy. …”
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Development of an efficient system for predicting CRSS ratios of HCP polycrystalline metals using uniaxial loading conditions by Sotaro MIKAMI, Yoshiki KAWANO, Kenji IWADATE

“…In this study, a new CRSS ratio prediction system with low computational cost has developed by devising a calculation method and introducing the covariance matrix adaptation evolution strategy (CMA-ES), a method of meta-heuristics. …”
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Cultural Aspects of the Transformation of the Term Podcasting by Lyudmila A. Kruglova

“…This article presents the results of a study of the transformation of the very concept of podcasting in domestic scientific discourse, in the Russian media field from a cultural point of view. Podcasting is a form of transmission of mainly audio or video materials (VODcasts) to the Internet, which has existed in the world for about twenty years. …”
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Przedwieczni z gwiezdnego płomienia. "Prawda" Stanisława Lema jako horror kosmiczny by Szymon Piotr Kukulak

“…In the latter case, the article points out multiple instances of intentional realism violations, which sharply contrast with Lem’s typical ‘hard science fiction’ formula of the day; violations that could be found in such distant domains as microbiology, astrophysics, or theory of evolution. …”
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New plastomes of eight Ipomoea species and four putative hybrids from Eastern Amazon. by Marcele Laux, Renato R M Oliveira, Santelmo Vasconcelos, Eder S Pires, Talvâne G L Lima, Mayara Pastore, Gisele L Nunes, Ronnie Alves, Guilherme Oliveira

“…The search for k-mers presenting high dispersion among the frequency distributions pointed to highly variable coding and intergenic regions, which may potentially contribute to the genetic diversity observed at species level. …”
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THE DYNAMICS OF THE NUMBER OF EMPLOYEES, AVERAGE MONTHLY SALARY, INCOME PER HOUSEHOLD AND PENSIONS IN ROMANIA AND THE SOUTH MUNTENIA REGION by Ionut Daniel PETRE

“…Fixed indices reflected the evolution of these indicators and the comparisons pointed out the differences among various categories: employees, agriculturists and pensioners. …”
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Spatio-temporal expansion patterns and influencing factors in China's new local retail industry: A case study of Luckin Coffee. by FengXun Qi, WeiShan Qin, Xiaohan Li

“…Its expansion strategy and influence mechanisms are worth exploring in depth. Based on point of interest (POI) data of China's Luckin stores (2018-2023), this study constructs a geographical indicator system and employs spatial analysis and factor detection methods to study the evolution of Luckin Coffee's resource agglomeration patterns and its formation mechanism. …”
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Phenomenon of Hetmanate in context of European press: Ivan Mazepa and Ukraine on pages of French-language Gazette d’Amsterdam in 1708 by Bachynska Olena, Ivanova Nataliia, Marchuk Iryna

“…In a philological sense, the use of proper names (Ukraine, Kiowie /Kiovie, Dnieper/Dniper, Boristhene/Boristene, Cosaques, etc.) is analyzed in the military-political context, which outlines the evolution of these onyms in the international information space. …”
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Letter to readers by Francesca Gorini

“…For my part, I will be fully committed and responsible in supporting the work of the Editor-in-chief, the Co-editors, and the Editorial Board, to ensure that the Journal continues to serve as a key reference point and an “open laboratory” around these topics. …”
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Four levels of meaningfulness of human life: from the perspective of the development model of togetherness (inspired by the works of O.S. Nikolskaya and F.E. Vasylyuk) by A.V. Novichkova

“…We drew a parallel with the evolution of living organisms and defined the biological values corresponding to each level. …”
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Spatial clustering between socioeconomic inequalities and COVID-19 mortality rate in Africa by Ropo Ebenezer Ogunsakin, Johnson Adedeji Olusola, Kemi Funlayo Akeju, Adigun Kehinde Abimbola

“…Among all the socioeconomic indicators included, the effects of Gross Domestic Product and age dependency ratio on COVID-19 mortality were the most critical indicators that described the pandemic evolution across the subregion. These results highlight the need to draw preventive and response policies applicable to infectious diseases with more significant consideration of the different geographical points in the region.…”
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Expanding the Scope of Music Theory: Artistic Research in Music Performance by Mine Doğantan-Dack

“…As a field in continual emergence, evolution, and expansion, artistic research encourages a self-reflexive approach towards its own methods and outcomes. …”
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Organizational change in higher education institutions: thematic mapping of the literature and future research agenda by Rashed A Alzahmi, Raihan Taqui Syed, Dharmendra Singh, Tahseen Anwer Arshi, Safa Veeran Kutty

“…Abstract This article presents a comprehensive integrative review of Higher Education Institutions (HEIs) and organizational change, an analysis crucial for understanding the evolution of these concepts. While both the concepts individually date back to the 1970s, it is only in the late 1990s and early 2000s that these gained prominence together. …”
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Reconceptualising Security in the Law of the European Union by Valsamis Mitsilegas

“…The Article aims to analyse critically the evolution of EU security law as a response to a number of recent political and societal trends, leading to the qualitative and quantitative expansion of the EU security acquis. …”
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