Characterization of braided river reservoir architecture based on seismic attribute stacking ensemble learning: A case study of the C-2 oilfield in the Bohai Bay Basin by ZHANG Zhang, MENG Peng, YANG Wei, ZHANG Xiaolong, HUANG Qi, WANG Haoran

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Research on the Forward Simulation and Intelligent Detection of Defects in Highways Using Ground-Penetrating Radar by Pengxiang Li, Mingzhou Bai, Xin Li, Chenyang Liu

“…Through the integration of instantaneous feature information from different defect patterns with complex signal techniques, the boundary judgment of structural layers and anomalies in GPR images of various subgrade defects was improved. …”
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Assessment of urban flood resilience and obstacle factors identification: A case study of three major urban agglomerations in China by Yi Xiao, Xi Rao, Ming Chang, Liang Chen, Huan Huang

“…Urban flooding has emerged as a structural challenge that hinders the resilient transformation of cities in the context of intensifying global climate change and frequent extreme weather events. …”
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System-level brain modeling by Birger Johansson, Trond A. Tjøstheim, Christian Balkenius

“…They are distinguished by their structural and functional resemblance to the brain, while also allowing for thorough testing and evaluation. …”
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Sensitivity Study on Optimizing Thickness Distribution for a Membrane Reflector by He Huang, Fu-ling Guan

“…Two reflector surface accuracy evaluation methods are employed in the optimizer and researched about their effect on the sensitivity analysis. …”
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SAGEFusionNet: An Auxiliary Supervised Graph Neural Network for Brain Age Prediction as a Neurodegenerative Biomarker by Suraj Kumar, Suman Hazarika, Cota Navin Gupta

“…<b>Background:</b> The ability of Graph Neural Networks (GNNs) to analyse brain structural patterns in various kinds of neurodegenerative diseases, including Parkinson’s disease (PD), has drawn a lot of interest recently. …”
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SPECIALIZED MAPPING OF CRUSTAL FAULT ZONES. PART 2: MAIN STAGES AND PROSPECTS by K. Zh. Seminsky

“…There are three stages in the special mapping method (Fig. 3) as follows:Stage I: Preparation and analysis of previously published data on the regional fault structure (Fig. 1, А–Г), establishment of a networks of stations to conduct structural geological monitoring and mass measurements of joints, re­cord of rock data (Fig. 2, А), general state of the fault network (Fig. 1, Д–З), fracture density (Fig. 2, Б) and, if any, structures of the above-jointing level (Fig. 1, Е, З; Fig. 2, А).Stage II is aimed at processing of field data and includes activities in four groups (II.1–II.4) as follows: Group II.1: construction of circle diagrams, specification of characteristics of joint systems and their typical scatters (Fig. 4, А), identification of simple (generally tipple) paragenesises, and determination of dynamic settings of their formation (translocal rank) (Table 1), evaluation of densities and complexity of the joint networks, analysis of their spacial patterns within the site under mapping, and identification of the most intensively destructed zones in the rock massif (Fig. 2, Б–В). …”
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Application of Multi-Scale Geological Modeling Technology in Sweet Spot Prediction of Shale Oil Reservoirs by HU Laidong, HUO Hanyong, GUAN Qianqian, TANG Caixia, TAO Ji, ZHANG Yuxuan

“…Guided by sedimentary patterns of semi-deep to deep lacustrine shale, the research establishes 3D lithofacies and attribute models of lacustrine shale oil reservoirs by integrating the "three-end-member four-component" lithofacies classification principle with four-property parameter logging identification results, combining single-well facies analysis and planar facies distribution to extract stratigraphic structure and lithological information. …”
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Recreational and tourist destination research methods by Tetiana Bozhuk

“…To study and synthesis of theoretical and methodological approaches to determining the conceptual and terminology used RTDe research methods and logical structure and system analysis (structural and geographic analysis); in identifying and clarifying the spatial patterns of differences in territorial organization used methods of space-time analysis; for comparative characteristics of individual properties RTDe and regional level – comparative method; to systematize information, determine the classification categories of types and subtypes RTDe – methods of systematization and classification; to study the history of RTDe, the origin of their individual components and varieties – historical-geographical method; in the present state of research, planning and organizational and functional structure of different types RTDe methods applied field research (conducted in 2006-2013 years.) poll (questionnaire), peer assessment, recording and evaluation of Christian sacred objects for the needs of tourism and recreation, mathematical logic and computer graphics, and other cartographic modeling. …”
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Identification of core sub-team on scientific collaboration networks with Shapley method by Lixin Zhou, Chen Liu, Xue Song

“…Identifying the core sub-teams that drive productivity in scientific collaboration networks is essential for research evaluation and team management. However, existing methods typically rank individual researchers by bibliometric impact or select structurally cohesive clusters, but rarely account for both collaboration patterns and joint scientific output. …”
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Review of the Hydrogeological Controls on Coalbed Methane (CBM) and Development Trends by Bo Wang, Dangliang Wang, Wenjie Cao, Guofu Li, Wei Hou, Xinrui Cui, Tao Hou, Mingjian Shi

“…Based on our study, three high CBM-production patterns are summarized: coalbed structure-hydraulic trapping, fold limb-fracture development, and syncline core-water stagnation. …”
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Census and Analysis of Higher-Order Interactions in Real-World Hypergraphs by Xihang Meng, Xuemeng Zhai, Gaolei Fei, Sheng Wen, Guangmin Hu

“…To address this issue, we introduce a new category of structural patterns, hypermotifs, which are defined as statistically significant local structures formed by interconnected hyperedges. …”
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Influence of lower-level reverse faults on shale gas enrichment and high yield: A case study of Pingqiao Dong-1 Fault in Nanchuan area, southeast margin of Sichuan Basin by GAO Quanfang,ZHANG Peixian,GUAN Linlin,LI Yanjing,NI Feng

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Clustering coefficient reflecting pairwise relationships within hyperedges by Rikuya Miyashita, Shiori Hironaka, Kazuyuki Shudo

“…Our definition satisfies three key conditions: values in the range [0,1], consistency with simple graph clustering coefficients, and effective capture of intra-hyperedge pairwise relationships—a capability absent from existing approaches. Theoretical evaluation on higher-order motifs demonstrates that our definition correctly assigns values to motifs where existing definitions fail (motifs III, IV-a, IV-b of order 3), while empirical evaluation on three real-world datasets shows similar overall clustering tendencies with more detailed measurements, especially for hypergraphs with larger hyperedges. …”
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Measuring and Analyzing the Spatiotemporal Evolution of Agricultural Green Total Factor Productivity on the Tibetan Plateau (2002–2021) by Mengmeng Zhang, Jianyu Xiao, Chengqun Yu

“…The main findings are as follows: (1) AGTFP in Tibet rose overall from 0.949 in 2002 to 1.068 in 2021, with a compound annual growth rate of 0.78%, yet remained below the national average; (2) significant regional heterogeneity emerged, with three typical evolution patterns identified: continual improvement (Nagqu, Qamdo), stable fluctuation (Lhasa, Xigazê), and risk of decline (Lhoka, Nyingchi, Ngari); (3) gains in pure technical efficiency were the primary driver of AGTFP growth, while insufficient scale efficiency was a key constraint; (4) AGTFP exhibited a “convergence–divergence–reconvergence” dynamic, with interregional disparities widening but structural patterns stabilizing; and (5) interregional inequality was the main source of overall disparity—its importance grew over the study period, with the largest gap observed between agrarian and pastoral zones. …”
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Prompt photocatalytic purification of dye wastewater using zinc doped nickel oxide nanostructures and Artima salina model for acute toxicity screening by M.B. JessieRaj, M. Pavithra

“…XPS, TEM and SAED patterns corresponded quite well with the XRD results. …”
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A study of psychological violence in intimate partner relationships among university students: a mixed-methods research by Berra Keçeci, Durmuş Ümmet

“…The results emphasize that personal and social patterns are important in attitudes towards dating violence and that further studies on this subject should be increased.…”
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Hybrid SARIMA+BO-LSTM Framework for Forecasting EV Adoption: A Road to Net-Zero in Ireland by Afaq Khattak, Brian Caulfield

“…SARIMA captures linear and seasonal patterns in monthly EV registration data, while BO-LSTM models the non-linear residual structure. …”
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Spatial Correlation Network Characteristics of Comprehensive Transportation Green Efficiency in China by Qifei Ma, Sujuan Li, Zhenchao Zhang

“…The spatial center of gravity of China’s CTGE has shifted from a southwestern to a northeastern trajectory, with a generally concentrated spatial distribution pattern. Furthermore, China’s CTGE demonstrates a distinct “core-edge” hierarchical structure, with regions occupying varied roles and statuses within the network. …”
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Unravelling the mode of action of the Tres Cantos Antimalarial Set (TCAMS): investigating the mechanism of potent antimalarial compounds potentially targeting the human serotonin r... by Benedito Matheus dos Santos, Lenna Rosanie Cordero Mallaupoma, Mateus Fila Pecenin, Abhinab Mohanty, Angela Lu, Paula J. Bartlett, Andrew P. Thomas, Francisco-Javier Gamo, Celia R. S. Garcia

“…Cheminformatics analysis clustered the compounds based on structural and physicochemical similarities, revealing distinct structural patterns. …”
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