Advanced analysis of defect clusters in nuclear reactors using machine learning techniques by Shuai Ren, Xinyu Zhang, Huizhao Li, Changjun Hu, Dandan Chen

“…The contributions of this study are as follows: (1) Integration of a large-scale molecular dynamics (MD) dataset generated by cascade collisions and the application of machine learning (ML) techniques to investigate point defects and their clusters in reactor pressure vessel (RPV) materials; (2) Proposal of a novel clustering method based on physical characteristics, enabling efficient classification of defect clusters while effectively reducing data noise; (3) Development of a component-based defect cluster configuration recognition method using a dual-pointer lattice-filling technique, accurately capturing all defects and identifying several cluster morphologies observed in experiments; (4) Demonstration of the algorithm’s outstanding performance in handling systems containing millions of atomic coordinates, showcasing its scalability and robustness; (5) Visualization of the three-dimensional spatial distribution of defect clusters and provision of two-dimensional spatial density distribution maps for vacancy clusters and interstitial clusters, offering precise characterization of spatial relationships within defect clusters and new insights into the irradiation mechanisms of materials.…”
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Long-Term Effect Analysis of a High Slope with Tunnel Structure Based on Three-Dimensional Mesh Reconstruction by Youzhi Shi, Ganglie Yuan, Ailan Che, Shixiong Qian

“…The material threshold was determined using the resistivity probability density statistical method, and a three-dimensional geological visualization model was obtained. …”
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Blockchain-based privacy-preserving multi-tasks federated learning framework by Yunyan Jia, Ling Xiong, Yu Fan, Wei Liang, Neal Xiong, Fengjun Xiao

“…Federated learning (FL), as an effective method to solve the problem of “data island”, has become one of the hot and widespread concern topics in recent years. …”
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Real-world super-resolution with VLM-based degradation prior learning by Xiaxu Chen, Duixu Mao, Jun Ke

“…Inspired by advances in multimodal approaches, we propose DePLSR, a method that leverages large-scale pre-trained vision-language models to learn degradation features. …”
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Science-Economy-Technology Concordance Matrix for Development and Implementation of Regional Smart Specializations in the Silesian Voivodeship, Poland by Adam Smoliński, Jan Bondaruk, Magdalena Pichlak, Leszek Trząski, Elżbieta Uszok

“…The in-depth expert analyses with the application of the Delphi method were also taken into account. The methodological approach developed and the visualization method applied are both of cognitive and practical importance since they contribute significantly to the creation of efficient development policies, to the enhancement and facilitation of cross-sectoral cooperation, and to the focusing on the fields of key importance in terms of the competitive advantage of a region.…”
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Changes in the Structure of Tax Revenues of Russian Regions by A. Sh. Kamaletdinov, A. A. Ksenofontov

“…The purpose of the study is to justify the use of the invariance property of the index method to study the change in the structure of tax revenues of Russian regions in the period from 2017 to 2021. …”
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Intraluminal foreign bodies commonly found in daily practice in a tertiary care hospital: a pictorial essay by Rafael Pimenta-Camilo, Luis R. Marquez-Ferreira de Souza, Tamires Hortêncio-Alvarenga, Felipe Alves-Nazario

“…In such cases, CT is reserved for visualization of suspected perforations or infectious collections outside the intestinal loops. …”
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Three-dimensional imaging of nanoplasma by momentum-to-position mapping by Xu Han, Jiawang Guo, Xiang Huang, Hao Huang, Xianglong Fu, Kunlong Liu, Qingbin Zhang, Peixiang Lu

“…In this study, we introduce a momentum-to-position mapping method to retrieve lost 3D information in position space of the ions from intense laser irradiated nanosphere, supported by ion momentum tomographic reconstruction and molecular dynamics (MD) modeling. …”
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Brainbuilder: a software pipeline for 3D reconstruction of cortical maps from multi-modal 2D data sets by Thomas Funck, Konrad Wagstyl, Claude Lepage, Mona Omidyeganeh, Paule-Joanne Toussaint, Ting Xu, Katrin Amunts, Alexander Thiel, Nicola Palomero-Gallagher, Alan C. Evans

“…These maps are essential for advancing our understanding of normal and pathologic brain function because they provide a bridge between neuron-level micro-scale imagining and macro-level population brain imaging. Here we introduce a method and software package called BrainBuilder for reconstructing 3-dimensional cortical maps from data sets of 2-dimensional post-mortem serial brain sections processed for the visualization of multiple different biological features. …”
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A Study on the Changes of Urban System Pattern in Markazi Province by Alireza Sayyafzadeh, Mohammad Mireh, Morteza Nodeh Farahani

“…Urban system is spatial visualization of political economy and land management. …”
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Screening and Identification of Key Biomarkers in Lower Grade Glioma via Bioinformatical Analysis by Fangzhou Guo, Jun Yan, Guoyuan Ling, Hainan Chen, Qianrong Huang, Junbo Mu, Ligen Mo

“…This study explored and identified potential therapeutic targets for lower-grade. The bioinformatics method was employed to identify potential biomarkers and LGG molecular mechanisms. …”
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Genome-wide CRISPR screen for human factors involved in alternative polyadenylation based on differential localization of CD47 by Chayanin Wuttinontananchai, Junichi Yamamoto, Satoshi Sakamoto, Yuki Yamaguchi

“…Given that isoform-specific knockdown of CD47, as well as knockdown of core 3′ end processing factors, alters CD47 localization, we developed an immunofluorescence-based method that simultaneously detects cell surface and intracellular CD47 protein, enabling the visualization of APA-dependent changes at the single-cell level. …”
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Emergence of Female Pembarong in Reyog Art: Gender Stereotypes and Cultural Tightness in The Javanese Perspective by Ulfi Andrian Sari, Hayyun Lathifaty Yasri, Ratna Nulinnaja

“…This research uses a qualitative method. Data collection techniques used included interviews with female performers, observation of videos of female performers' performances from YouTube, Facebook, and Instagram, interview transcripts, triangulation of sources, and data visualization. …”
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Real-time indocyanine green lymphangiography in radical resection of right colon cancer allows the identification of chyle leakage by Daqing Cheng, Yunpeng Zhang, Bo Han, Peng Sun, Jue Wang, Quanjun Lin, Ming Xu

“…Therefore, we introduce a new method to prevent post-operative chyle leakage. To investigate the role of indocyanine green (ICG) lymphangiography in the reduction of chyle fistula formation after radical resection of right colon cancer. …”
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Aging-Friendly Design Research: Knowledge Graph Construction for Elderly Advantage Applications by Xiaoying Li, Xingda Wang, Guangran Li

“…In this study, we developed a visualization tool using knowledge graph technology to assist designers in studying elderly advantages, promoting their application in design practice. …”
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Moisture Distribution and Ice Front Identification in Freezing Soil Using an Optimized Circular Capacitance Sensor by Xing Hu, Qiao Dong, Bin Shi, Kang Yao, Xueqin Chen, Xin Yuan

“…Electrical capacitance tomography (ECT) is a promising method for the visualization of frozen soil due to its non-invasive nature, low cast, and rapid response. …”
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Integrating artificial intelligence in unmanned vehicles: navigating uncertainties, risks, and the path forward for the fourth industrial revolution by Md Altab Hossin, Songtao Yin, Ruibo Dan, Lie Chen

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Model Predictive Control for Autonomous Ship Navigation with COLREG Compliance and Chart-Based Path Planning by Primož Potočnik

“…The navigation framework is implemented in a MATLAB-based simulation with real-time visualization supporting multi-vessel scenarios and COLREG-aware vessel interactions. …”
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Ex vivo study of Porcine esophagus magnetic resonance imaging with a compact endoluminal coil by Siyue Zhang, Hanchao Pan, Yue Teng, Guangzheng Li, Huabin Zhu, Yonggang Li, Rui Li

“…Abstract Endoscopic ultrasound (EUS) is the primary method for assessing the invasion depth of early esophageal cancer, though its capabilities are limited. …”
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FSOSM: An Operational Knowledge Empowered Scenario Model for the Intelligent Farmland Supervision by Jiacheng Xu, Xuesheng Zhao, Bingliang Cui

“…Therefore, this paper proposes a modeling method for Farmland Supervision Operations Scenario Model (FSOSM) based on structured operational knowledge. …”
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