DEEP STRUCTURE, TECTONIC EVOLUTION AND HYDROCARBON POTENTIAL OF THE KALAMIT SWELL (NORTHWESTERN SHELF OF THE BLACK SEA) ACCORDING TO DENSITY MODELING DATA by M.V. Kozlenko, Yu.V. Kozlenko

“…Transcrustal faults, as well as crustal disturbances, which vary from layer to layer of the crystalline crust both in quantity, position, and direction, sometimes forming zones several kilometers wide, are determined. …”
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Multi-stream feature fusion of vision transformer and CNN for precise epileptic seizure detection from EEG signals by Qi Li, Wei Cao, Anyuan Zhang

“…It fuses different feature representations through the MSFF strategy to enhance its discriminative ability, and finally completes the classification task through the average pooling layer and the fully connected layer. Results The effectiveness of the model was validated by experimental evaluations on the publicly available CHB-MIT dataset and the Kaggle 121 people epilepsy dataset. …”
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Multi-target detection of underground personnel based on an improved YOLOv8n model by WEN Yongzhong, JIA Pengtao, XIA Mingao, ZHANG Longgang, WANG Weifeng

“…This study aims to address the complex challenges in monitoring underground personnel in hazardous areas, including uneven lighting, target scale inconsistency, and occlusion. …”
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Influence of multi-point laser shock peening process on surficial mechanical properties in gear steels by XUE Cheng, LEI Duncai, YAN Xueyuan, ZANG Shunlai, DONG Hongtao, YOU Zhiwei

“…For the gears of aero-engine accessory system，the complex working environment requires high fatigue resistance and wear resistance on the gear surface. …”
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Comparative analysis of hydroxycinnamic acids of Artichoke cultivated in Ukraine and in France by A. I. Fedosov, O. O. Dobrovolnyi, A. S. Shalamay, O. M. Novosel, V. S. Kyslychenko

“…Identification of hydroxycinnamic acids was performed by thin layer chromatography of the ethanol extract of artichoke inflorescence. …”
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Co-Combustion of Coal and Biomass: Heating Surface Slagging and Flue Gases by Andrey Zhuikov, Dmitrii Glushkov, Andrey Pleshko, Irina Grishina, Stanislav Chicherin

“…The use of up to 30 wt.% of biomass in the mixture composition did not affect the increase in the tendency to cause slagging on heating surfaces in the boiler furnace and did not pose a threat to the layer agglomeration during the layer combustion of the mixtures.…”
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A Robust Opinion Spam Detection Method Against Malicious Attackers in Social Media by Amir Jalaly Bidgoly, Zolikha Rahmanian, Abbas Dehghani

“…This paper proposes a novel multi-layer graph-based method that represents reviews, reviewers, and products as interconnected nodes. …”
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Plasmonic in-situ imaging of zeta potential distributions at electrochemical interfaces of 2D materials in water by Xiaona Zhao, Xiao-Li Zhou, Cheng-Xin Cao, Xin Xi, Xian-Wei Liu

“…Abstract Understanding the electrical double layer (EDL) at solid-liquid interfaces is pivotal across various fields, including energy storage, electrowetting, and electrocatalysis, yet probing its structure and heterogeneity remains a considerable challenge. …”
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L-shaped Design of the Thenar Eminence Perforator Free Flap for Total Reconstruction of the Nasal Ala by Yue Chen, MD, Martín Olivares Quílez, MD, Jose M Lasso, MD, PhD

“…This technique provides a promising alternative for challenging nasal reconstructions, eliminating the need for separate cutaneous islands and allowing for the potential inclusion of a structural cartilage layer.…”
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Unlocking the Style and Timing of Submarine Landslides: Insights From the Tuaheni North Slide, Hikurangi Margin by Alexey Portnov, Jess I. T. Hillman, Sally Watson, Ann E. Cook, Andreas Laake, Francisco José Lobo

“…Abstract We investigate the morphology and timing of Tuaheni North, a large submarine landslide within the Tuaheni Landslide Complex on Aotearoa New Zealand's Hikurangi Margin. …”
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Multi-scale conv-attention U-Net for medical image segmentation by Peng Pan, Chengxue Zhang, Jingbo Sun, Lina Guo

“…The AC module dynamically adjusts the convolutional kernel through an adaptive convolutional layer. This enables the model to extract features of different shapes and scales adaptively, further improving its performance in complex scenarios. …”
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Rho-ROCK liberates sequestered claudin for rapid de novo tight junction formation by Yuma Cho, Akari Taniguchi, Akiharu Kubo, Junichi Ikenouchi

“…This study investigates two scenarios: the formation of de novo TJs during the removal of apoptotic cells from mouse monolayer epithelial sheets and during the differentiation of the granular layer in mouse stratified epidermis. We revealed that rapid claudin assembly is achieved by actively regulating the dissociation of the EpCAM/TROP2-claudin complex in both situations. …”
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Circular saw blade wear status prediction based on generative adversarial network and CNN-LSTM model. by Chao Zeng, Chengchao Wang, Xueqin Xiong, Xiangjiang Wang, Sheng Xiao

“…The main challenges include deficiency of data acquisition, signal features extracting complex process, and insufficient robustness of models. …”
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THE CURRENT STATE AND DYNAMICS OF GEOSYSTEMS IN THE SOUTH-EAST OF THE RUSSIAN PLAIN (BY THE EXAMPLE OF THE NATURAL PARKS IN VOLGOGRAD REGION) by Natalia O. Ryabinina, Sergey N. Kanishchev, Stanislav S. Shinkarenko

“…Methods. Methods of field complex landscape studies, remote methods of decoding space images and estimating the state of geosystems based on NDVI were used. …”
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Degradation of extracellular polymeric substances shapes microbial community diversity. by Sammy Pontrelli, Kian Bigovic Villi, Andreas Sichert, Julian Trouillon, Adriano Rutz, Zachary C Landry, Simon H Rüdisser, Roman Stocker, Uwe Sauer

“…By identifying EPS as a major and dynamic contributor to cross-feeding networks, our findings reveal a hidden layer of complexity in how microbial communities assemble and function across ecosystems.…”
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Systemic and dynamic risk analysis of drilling construction based on bayesian network and system dynamics model by Jinhao Zhang, Lirong Wu, Tao Zhang, Dun Wu

“…This study provides a theoretical framework of probability prediction and process optimization for the systematic analysis of complex drilling construction, and provides a more comprehensive risk analysis for drilling safety under complex geological conditions.…”
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BHGNN-RT: Capturing bidirectionality and network heterogeneity in graphs. by Xiyang Sun, Fumiyasu Komaki

“…Graph neural networks (GNNs) have shown great promise for representation learning on complex graph-structured data, but existing models often fall short when applied to directed heterogeneous graphs. …”
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SIMULATION AND ANALYSIS OF THE BUCKLING BEHAVIOR OF A STIFF FILM/COMPLIANT SUBSTRATE COMPOSITE UNDER IN-PLANE COMPRESSION by NIU HongWei, ZHANG Shuai, WEN Min

“…The thin film composite often buckles due to mismatch strain between each layer induced by in-plane residual stress during manufacturing or service loadings in operation. …”
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Pyramidal Part-Based Model for Partial Occlusion Handling in Pedestrian Classification by M. Thu, N. Suvonvorn

“…Our proposed model can be applied in the real-world environment to classify the occluded part of pedestrians with the various information of part representation at each pyramid layer.…”
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Šamanizm kak sociokulʹturnyj obʺekt gosudarstvennogo regulirovanija obyčno-pravovoj sfery Vostočnoj Sibiri XIX v. by Igor A. Arzumanov

“…The first stage was comprised of the stratification of the indigenous (yasachny) community into three layers. Furthermore, each layer reflected the specific character and tribal structure of each self-government as well as the way of life of the indigenous denizens of Eastern Siberia. …”
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