Knowledge Graph-Augmented ERNIE-CNN Method for Risk Assessment in Secondary Power System Operations by Xiang Huang, Ping Li, Ye Wang, Xuchao Ren, Zhenbing Zhao, Gang Li

“…Second, an improved ERNIE-CNN model is developed, incorporating an attention mechanism to effectively fuse semantic features and spatial patterns from operational texts. …”
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Quantitative characteristics of microstructure of shale reservoirs with different lithofacies in Dongying Sag， Jiyang Depression by NI Liangtian, DU Yushan, JIANG Long, YANG Feng, SUN Hongxia, FENG Mingshi, LIU Zupeng, LÜ Shichao, WANG Yunhe, LI Weizhong, LI Zhongxin

“…According to the differences in the connectivity efficiency and development of various micro-fractures， the matrix-type laminated shale exhibits a complex pore-fracture network connectivity pattern composed of bedding fractures， grain-edge fractures， intercrystalline fractures， intergranular pores， and intercrystalline pores （dissolution pores）， demonstrating high-efficiency storage spaces. …”
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Natural and anthropogenic noise shape bat activity and sonar behavior by Ryan Vosbigian, Ryan Wardle, Hannah S. Rempel, Ellie Brauer, Michael Huggins, Samantha West, Joshua S. Willems, Clinton D. Francis

“…Overall, we found evidence that temporal patterning of noise may strongly influence bat activity and that signaling in noise may involve trade‐offs among call features.…”
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A Survey on Android Malware Detection Techniques Using Supervised Machine Learning by Safa J. Altaha, Ahmed Aljughaiman, Sonia Gul

“…Machine learning (ML) plays a significant role in malware analysis and detection because it can process huge amounts of data, identify complex patterns, and adjust to changing threats. The purpose of this paper is to provide a comprehensive review of the existing research on ML-based techniques used to detect and analyze Android malware. …”
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Sound‐Based Assembly of Magnetically Actuated Soft Robots Toward Enhanced Release of Extracellular Vesicles by Wei Gao, Riccardo Tognato, Micaela Natta, Elena Della Bella, Alessandro Cianciosi, Tiziano Serra

“…Furthermore, the design and assembly of novel actuators with customized shapes as fish‐ and butterfly‐like structures is shown. The fabricated patterns exhibit different modes of motion under the influence of uniform magnetic fields. …”
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A dual-core model for ENSO diversity: unifying model hierarchies for realistic simulations by Jinyu Wang, Xianghui Fang, Nan Chen, Bo Qin, Mu Mu, Chaopeng Ji

“…Meanwhile, the nonlinear model assimilates pseudo-observations from the stochastic model while resolving key air-sea interactions, such as oceanic feedback balances and spatial patterns of sea surface temperature anomalies during El Niño peaks. …”
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Joint Planning of Renewable Energy and Electric Vehicle Charging Stations Based on a Carbon Pricing Optimization Mechanism by Shanli Wang, Bing Fang, Jiayi Zhang, Zewei Chen, Mingzhe Wen, Huanxiu Xiao, Mengyao Jiang

“…The integration of renewable energy and electric vehicle (EV) charging stations into distribution systems presents critical challenges, including the inherent variability of renewable generation, the complex behavioral patterns of EV users, and the need for effective carbon emission mitigation. …”
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Comparative and phylogenetic analyses using mitogenomes revealed gene re-arrangement of Boletaceae (Boletales) by Xianyi Wang, Jiawei Tao, Zhongyao Guo, Guoyu Wang, Guangyin Xu, Yaping Wang, Yaohang Long, Hongmei Liu

“…Interestingly, species of Neoboletus with different bruising discolouration patterns were found in separate clades, suggesting this trait may reflect underlying genetic divergence. …”
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Difficult-to-treat psoriatic arthritis: refining the definition using a statistical model in a real-life cohort by Ennio Giulio Favalli, Ennio Giulio Favalli, Giacomo Biganzoli, Gilberto Cincinelli, Gilberto Cincinelli, Matteo Ferrito, Matteo Ferrito, Ester Luconi, Maria Manara, Martina Biggioggero, Patrizia Boracchi, Patrizia Boracchi, Roberto Caporali, Roberto Caporali

“…In addition, we aimed to establish a numerical index defining D2T-PsA based on the ratio of observed to expected failed b/tsDMARDs and to develop a predictive model identifying features associated with the D2T condition.MethodsThe study included 267 consecutive adult PsA patients receiving b/tsDMARDs, collecting demographic, clinical, and clinimetric data. …”
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Design of an intelligent grading system for college English translation based on big data technology by Xiaoyan Li, Chengzhou Huang

“…Methods: The deep learning methodology is the core approach for developing the intelligent grading system. By leveraging the power of a Hybrid gradient-boosting decision tree with an ensemble Back Propagation Neural Network (HGBDT-EBPNN), the system learns from large volumes of labeled translation data to identify patterns and extract meaningful features that contribute to accurate grading. …”
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Geometric and Herbal Motifs Used in Kirkit Textiles from the Eastern Black Sea Region by Keziban Selçuk, Hüseyin Yurttaş

“…The motifs on the weavings show rich cultural, geometric, floral, figural patterns, and symbolic motifs, with writing and image depictions. …”
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Effect of Lamination on Shale Reservoir Properties: Case Study of the Montney Formation, Canada by Juhwan Woo, Hyun Suk Lee, Carl Ozyer, Chul Woo Rhee

“…Typically, the degree of lamination is controlled by the sedimentation rate and flow regime. Herein, we developed a mudstone classification scheme in terms of lamination because lamination-based shale facies are related to differing features in mineral composition, porosity, and Young’s modulus. …”
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Geochemical characteristics of weathering crusts on the Dzhezhimparma Ridge and the Nemskaya Upland (South Timan) by Oksana V. Grakova, Nataliya Yu. Nikulova, Yuliya S. Simakova

“…The aim of the research is to identify patterns in the distribution of rock-forming, rare and rare earth elements and the composition of clay minerals in clay formations of the weathering crusts. …”
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Nutritional Assessment of Patients with Type-2 Diabetes in a Tertiary Level Hospital in a Low-and Middle-income Country by Rama Subba, Asmita Luitel, Rinku Joshi, Bhupal Baniya

“…This study was carried out to understand the dietary patterns of diabetic patients along with other factors including compliance and clinical features so that effective interventions can be taken for proper management of disease. …”
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Cognitive difference text classification in online knowledge collaboration based on SA-BiLSTM hybrid model by Fengjun Liu, Na Zhao, Guoqing Zhu

“…However, accurate extraction of semantic features and contextual patterns from such texts remains challenging in multi-dimensional discourse contexts. …”
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Pharmacophore modeling and QSAR analysis of anti-HBV flavonols. by Basireh Baei, Parnia Askari, Fatemeh Sana Askari, Seyed Jalal Kiani, Alireza Mohebbi

“…PCA showed essential patterns and relationships within the dataset, with the first two components explaining nearly 98% of the total variance. …”
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The Spatial Analysis for Bassia eriophora (Schrad.) Asch. Plant Distributed in all IRAQ by Using RS & GIS Techniques by Al Ramahi et al.

“…The main idea is how to use this techniques to monitor the distribution of the plants (Bassia eriophora), in order to utilize and take provisions of plant growth and diffusion, Moreover, know and control the breadth of these areas in Iraq and prepare for them, and understanding climates and the variable plantation habitats and mapping patterns, may lead to a successful environmental protection and dominance plan. …”
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Representation theory of solitons by Clay Córdova, Nicholas Holfester, Kantaro Ohmori

“…We develop a representation theory that captures these intriguing features of solitons. …”
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Vehicle speed influence on exhaust system surface temperature by M. G. Boiarshinov, N. I. Kuznetsov

“…The analysis of the peculiarities of the change in the temperature of the exhaust system during the movement of the vehicle in conditions of low ambient temperature is carried out. The established patterns can be used to obtain information on the processes of condensate accumulation in the exhaust system and are aimed at predicting the amount of condensate accumulation in the exhaust system; to develop new solutions to ensure reliable operation of the exhaust system.…”
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Habitat composition near linear landscape structures across Poland: perspectives on pollinator conservation by Emilia Marjańska, Dawid Moroń

“…Highway verges exhibited the highest landscape diversity, while railways and levees showed more similar patterns to each other. Our study revelated that land cover changes occur unidirectionally at the studied scales, suggesting consistent habitat transitions around these linear features. …”
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