Geodetic monitoring of landslide processes in coastal territories by Daria Bulysheva, Iryna Leonidova, Oksana Malashchuk, Tetiana Movchan, Oksana Varfolomeyeva, Olga Panasuk

“…To achieve the maximum accuracy of measurements, it was decided to install a constantly operating satellite station of the “System.NET” network directly in the work area. During the study period, 33 geodetic soil benchmarks and 53 benchmarks were installed on the coastal fortification structure in the coastal zone. …”
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Deciphering the structural consequences of R83 and R152 methylation on DNA polymerase β using molecular modeling. by Amit Srivastava, Haitham Idriss, Gobind Das, Sufian Abedrabbo, Mohd Sahir Shamsir, Dirar Homouz

“…Although these studies have shown that methylation improves DNA binding, the underlying mechanism of enhancement of polymerase activity in terms of structure and dynamics remains poorly understood. To address this gap, we modeled the methylated enzyme/DNA complex and conducted a microsecond-long simulation in the presence of Mg ions. …”
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Exploring Reflections of the 2023 Kahramanmaraş Earthquake on X: A Computational Study on Türkiye and Syria by Neslihan Bulur, Sadettin Demirel, Zindan Çakıcı

“…Employing computational techniques, including sentiment analysis, textual analysis, and network analysis, over 256,227 tweets were examined to identify dominant themes, linguistic patterns, and sentiment polarity shifts. …”
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Climate change and forestry carbon sink: a literature review and visualization perspective by Qiaomin Zhang, Jianmin Song, Ruth Nzinga Mayuka

“…Department of Agriculture (USDA) Forest Service. (4) The bibliometric keyword co-occurrence network analysis of keywords illustrates that climate change and forestry carbon sink remain the focal research topics in this field. …”
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Job Demand Estimation Using Text Embeddings of Patent Classification Codes and Occupational Data by Taehyun Ha, Ahram Moon

“…By integrating textual data from the United States Patent and Trademark Office (USPTO) and the Occupational Information Network (O*NET), the research develops a framework using advanced text embedding techniques. …”
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Construction of evolutionary stability and signal game model for privacy protection in the internet of things by Yu Li, Huamin Liu, Lei Lu

“…The study introduces evolutionary game theory and signal game mechanism to construct a game model between users, devices, network operators, and attackers. Detailed discussions are conducted on factors such as privacy protection needs, information asymmetry, and privacy leakage risks. …”
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Semi-supervised action recognition using logit aligned consistency and adaptive negative learning by Fengyun Zuo, Yang Xu, Minggang Wang

“…Full-SVFormer uses TimeSformer based on pre-trained weights as its backbone network, which balances the accuracy and speed of Transformers in semi-supervised action recognition. …”
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The One-Dimensional (1D) Numerical Model: An Application to Oxygen Diffusion in Mitochondria Cell by Gandhi Napitupulu, Achmad Nagi, Mutiara Rachmat Putri, Ivonne Milichristi Radjawane

“…However, the investigations conducted have yet to yield a complete analytical model and a widely applicable solution for One-Dimensional (1D) network construction. …”
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Exploring the diverse nature of business processes in organisations in Industry 4.0/5.0 by Marek Szelągowski, Justyna Berniak-Woźny, Piotr Sliż, Natalia Potoczek, Aneta Napieraj, Marta Podobińska-Staniec, Piotr Senkus

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Wildlife hunting and the increased risk of leprosy transmission in the tropical Americas: a pathogeographical study by Alisa Aliaga-Samanez, Patricia D. Deps, Julia E. Fa, Raimundo Real, Jean-François Guégan, Marcela A. Oliveira, Aline Pessutti, Simon Knoop, Juliano A. Bogoni, Thais Q. Morcatty, Roberta Marques, Daniel Jiménez-García, Gabriel F. Massocato, Arnaud L. Desbiez, Danilo Kluyber, Hani R. El Bizri

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Mendelian randomization analysis reveals the potential of the IKZF1 gene as a therapeutic target in colorectal cancer by Junzuo Lin, Qian Xu, Zhengfei Zhao

“…Molecular docking and dynamics simulations were employed to evaluate the therapeutic potential of the identified targets. …”
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Application Research of a V2X Semi-Physical Simulation Platform in Vehicle–Road Collaboration Experiments by Lei Wang, Heng Zhang, Yue Huang, Jian Liu, Kaixuan Ji, Bohao Shi

“…As a core application of V2X technology, vehicle–road collaboration enables dynamic coordination among road users (pedestrians, vehicles), infrastructure, and networks through real-time, omnidirectional information exchange. …”
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MultiRepPI: a cross-modal feature fusion-based multiple characterization framework for plant peptide-protein interaction prediction by Yu Zhiguo, Li Zixuan, Li Peng

“…First, a cross-modal encoding module (CME) is designed by fusing convolutional neural networks, recurrent neural networks, and feature enhancement mechanisms, which is capable of extracting multi-scale deep features from peptide and protein sequences, and thus better capturing their interactions at different levels. …”
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Research trends of protein palmitoylation in cancer from 2004 to 2024: a bibliometric and visualization analysis by Yufeng Peng, Kewei Peng, Yi Wang, Luyao Li, Yuefei Lu

“…Information such as article titles, abstracts, and keywords was extracted to analyze publication trends, research hotspots, and collaboration networks among authors and institutions, thus assessing the dynamics of research in this field.ResultsThe analysis revealed that from 2004 to 2024, a total of 685 papers were published on the relationship between protein palmitoylation and cancer, with a significant increase in publications after 2020. …”
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Risks to Energy Security. Visualization of Scientific Research by Hubarieva Iryna O., Khaustov Mykyta M.

“…The aim of the article is to identify trends and key areas of research on energy security risks by conducting a structural-trend and bibliometric analysis of scientific publications. …”
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Flight Trajectory Prediction Based on Automatic Dependent Surveillance-Broadcast Data Fusion with Interacting Multiple Model and Informer Framework by Fan Li, Xuezhi Xu, Rihan Wang, Mingyuan Ma, Zijing Dong

“…Aircraft trajectory prediction is challenging because of the flight process with uncertain kinematic motion and varying dynamics, which is characterized by intricate temporal dependencies of the flight surveillance data. …”
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A role for astrocytic miR-129-5p in frontotemporal dementia by Lalit Kaurani, Ranjit Pradhan, Sophie Schröder, Susanne Burkhardt, Anna-Lena Schuetz, Dennis M. Krüger, Tonatiuh Pena, Peter Heutink, Farahnaz Sananbenesi, Andre Fischer

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Dual-Branch Rectangle Transformer for Hierarchical Hyperspectral Super Resolution via Spectral Reversion Contrastive Learning by Kai Xu, Yongyi Chen, Weiwei Zhao, Yan Wang

“…Furthermore, our network exhibited robust performance and versatility in various scenarios.…”
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Relative permeability model of polymer particle dispersed phase for oil displacement based on fractal theory by CUI Chuanzhi, SUI Yingfei, WANG Yidan, WU Zhongwei, LI Jing

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Hybrid boosted attention-based LightGBM framework for enhanced credit risk assessment in digital finance by Chengwei Ying, Anlu Shi, Xiongyi Li

“…The HBA-LGBM model introduces four key innovations: (1) a multi-stage feature selection mechanism that dynamically filters key borrower attributes; (2) an attention-based feature enhancement layer, which prioritizes critical financial risk factors dynamically based on contextual importance; (3) a hybrid boosting strategy, integrating LightGBM with an adaptive neural network, enabling the model to capture complex borrower behavior and non-linear credit risk patterns; and (4) an advanced imbalanced learning strategy, combining synthetic data augmentation and cost-sensitive learning to mitigate class imbalance and enhance minority class predictions. …”
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