Distribution, Mixing, and Transformation of a Loop Current Ring Waters: The Case of Gulf of Mexico by Mathieu Gentil, Enric Pallàs‐Sanz, Leo Middleton, Angel Ruiz‐Angulo, Thomas Meunier, Giovanni Durante, Miguel Tenreiro, Sheila N. Allis Estrada, Julio Sheinbaum

“…Our findings highlight the need for ocean models to parameterize double‐diffusive mixing processes directly resulting from submesoscale tracer stirring, which may be important at basin scale in the presence of LCRs in the Gulf of Mexico.…”
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Mechanism and evaluation method of rock burst prevention in coal mines using surface hydraulic fracturing by Yuzhen MA, Yongtao GAO, Sitao ZHU, Junfeng PAN, Kaiwen XIA, Xiufeng ZHANG, Fuxing JIANG, Jinhai LIU, Bing WANG, Yang CHEN, Cai YAN

“…These values were 76.0%, 8.5%, and 47.8% lower, respectively, than those observed with non-fracturing measures; In the fracturing particle flow numerical model, the fracturing main fissure provided a path for the development of the overlying rock structure, accelerated the extension of fissure development in the vicinity of the fractured layer position, and induced fractured strata to undergo slewing or sliding movement. …”
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Cut face roughness analysis under waterjet cutting by Alexey V. Verchenko, Mikhail A. Tamarkin, Alexander A. Kishko

“…Waterjet cutting can process almost any material.The cutting process is "cold", there is no thermal effect on the metal. …”
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Estimativa da precipitação excedente em Ipojuca, PE Estimation of precipitation surplus in Ipojuca, PE by Francisco de A. S. de Sousa

“…The theories and models proposed for the description of these processes are generally applied for small plots of land, subjected to an intensity of rainfall greater than its infiltration capacity. …”
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A Global Dataset Mapping the AI Innovation from Academic Research to Industrial Patents by Haixing Gong, Hui Zou, Xingzhou Liang, Shiyuan Meng, Pinlong Cai, Xingcheng Xu, Jingjing Qu

“…These two datasets leverage large language models, multilingual text analysis and dual-layer BERT classifiers to accurately identify AI-related content, while utilizing hypergraph analysis to create robust innovation metrics. …”
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Assessment of Aerodynamic Properties of the Ventilated Cavity in Curtain Wall Systems Under Varying Climatic and Design Conditions by Nurlan Zhangabay, Aizhan Zhangabay, Kenzhebek Akmalaiuly, Akmaral Utelbayeva, Bolat Duissenbekov

“…In this connection, this study presents a parametric assessment of the influence of climatic and geometric factors on the aerodynamic characteristics of the air cavity, which affect the heat exchange process in the ventilated layer of curtain wall systems. …”
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Cross-Filter Structured Pruning for Efficient Sparse CNN Acceleration by Ngoc-Son Pham, Sangwon Shin, Lei Xu, Weidong Shi, Taeweon Suh

“…FPGA implementation and cycle-accurate simulations confirm improvements in processing speed, energy efficiency, and hardware utilization, making this method well-suited for edge and mobile AI applications. …”
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mTOR acts as a pivotal signaling hub for neural crest cells during craniofacial development. by Xuguang Nie, Jinxuan Zheng, Christopher L Ricupero, Ling He, Kai Jiao, Kai Jiao, Jeremy J Mao

“…Here, we used novel genetic models to investigate functions of the mTOR pathway for cranial neural crest cells (NCCs), which are a temporary type of cells arising from the ectoderm layer and migrate to the pharyngeal arches participating craniofacial development. mTOR deletion elicited a proliferation deficit and excessive apoptosis of post-migratory NCCs, leading to growth arrest of the facial primordia along with midline orofacial clefts. …”
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Preparation characterization and non-isothermal decomposition kinetics of different carbon nitride sheets by M. Elshafie, S.A. Younis, P. Serp, E.A.M. Gad

“…Decomposition pathway were investigated using four mathematical methods and 35 mechanisms (g(α)) models. The computed thermodynamic parameters proved that the thermal deformation mechanism of g-C3N4 sheets depends on the diffusion process. …”
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Artificial Intelligence—What to Expect From Machine Learning and Deep Learning in Hernia Surgery by Robert Vogel, Björn Mück

“…These layers’ configuration and weighting are pivotal in developing effective models for various applications, such as image and speech recognition, natural language processing, and more specifically, surgical procedures and outcomes in hernia surgery. …”
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Strain promoted azide alkyne cycloaddition, an efficient surface functionalization strategy for microRNA magnetic separation by Djamila Kechkeche, Sirine El Mousli, Claire Poujouly, Emilie Secret, Vincent Dupuis, Isabelle Le Potier, Marie-Emmanuelle Goriot, Julien Siracusa, Sébastien Banzet, Jean Gamby, Jean-Michel Siaugue

“…Maghemite nanoparticles were coated with a layer of silica, doubly functionalized with PEG chains to guarantee colloidal stability and limit non-specific protein adsorption, and amine functions to allow post-functionalization with DNA which have complementary sequences of the targeted miRNA. …”
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DTI-MHAPR: optimized drug-target interaction prediction via PCA-enhanced features and heterogeneous graph attention networks by Guang Yang, Yinbo Liu, Sijian Wen, Wenxi Chen, Xiaolei Zhu, Yongmei Wang

“…Our method outperforms six baseline models in terms of accuracy, as demonstrated by extensive experimentation. …”
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The ground pattern of midgut structure in Julidae (Julida: Juloidea): a study on selected species by Magdalena Rost-Roszkowska, Łukasz Chajec, Dalibor Stojanović, Dragan Antić

“…The middle endodermal region of the digestive system (midgut) of arthropods is responsible for processes related to digestion but is also considered an organ participating in homeostasis maintenance. …”
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A framework for assessing grey multitasking effectiveness of satellite communication constellation by Ruirui Shao, Ximing Wang, Su Gao, Yuhong Li, Weiqing You, Qian Zhang

“…However, current research on multi-layer constellation networks has its shortcomings. …”
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The impact of aging products on modified insulation oil–paper systems by Can Ding, Youzhi Liu, Qiankun Sun, Luotian Liu

“…This paper uses molecular dynamics simulation to build four models of insulation paper doped with aging products. …”
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Analysis of Interactions Among Loss-Generating Mechanisms in Axial Flow Turbines by Greta Raina, Yannick Bousquet, David Luquet, Eric Lippinois, Nicolas Binder

“…Accurate loss prediction since the preliminary design steps is crucial to improve the development process and the aerodynamic performance of turbines. …”
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Security analysis of the RSSP-II protocol and a novel security enhancement approach by FENG Tao, TIE Xiaoping, WU Yi, SHI Jianming

“…To address these security issues, the formal modeling method of colored Petri nets (CPN) was employed to analyze RSSP-Ⅱ, and the existence of security vulnerabilities in it was verified. …”
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Pan-European forest maps produced with a combination of earth observation data and national forest inventory plotsZenodo by Jukka Miettinen, Johannes Breidenbach, Patricia Adame, Radim Adolt, Iciar Alberdi, Oleg Antropov, Ólafur Arnarsson, Rasmus Astrup, Ambros Berger, Jón Bogason, Gherardo Chirici, Piermaria Corona, Giovanni D'Amico, Jiří Fejfar, Christoph Fischer, Florence Gohon, Thomas Gschwantner, Johannes Hertzler, Zsofia Koma, Kari T. Korhonen, Luka Krajnc, Nicolas Latte, Philippe Lejeune, Andrew McCullagh, Marcin Mionskowski, Daniel Moreno-Fernández, Mari Myllymäki, Mats Nilsson, Jérôme Perin, Juho Pitkänen, John Redmond, Thomas Riedel, Johannes Schumacher, Lauri Seitsonen, Laura Sirro, Mitja Skudnik, Arnór Snorrason, Radosław Sroga, Berthold Traub, Björn Traustason, Bertil Westerlund, Stephanie Wurpillot

“…Maps were created independently for 13 multi-country processing areas. Root-mean-squared-errors (RMSEs) for AGB ranged from 53 % in the Nordic processing area to 73 % in the South-Eastern area. …”
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MRI signatures of cortical microstructure in human development align with oligodendrocyte cell-type expression by Sila Genc, Gareth Ball, Maxime Chamberland, Erika P. Raven, Chantal M. W. Tax, Isobel Ward, Joseph Y. M. Yang, Marco Palombo, Derek K. Jones

“…Analyses of two independent post-mortem datasets reveal that genes increasing in expression through adolescence are significantly enriched in cortical oligodendrocytes and Layer 5–6 neurons. In our study, we show spatial and temporal alignment of oligodendrocyte cell-type gene expression with neurite and soma microstructural changes, suggesting that ongoing cortical myelination processes drive adolescent cortical development.…”
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Machine-learning-accelerated mechanistic exploration of interface modification in lithium metal anode by Genming Lai, Ruiqi Zhang, Chi Fang, Juntao Zhao, Taowen Chen, Yunxing Zuo, Bo Xu, Jiaxin Zheng

“…We demonstrate its effectiveness in modeling the interfaces of Li metal with both liquid and solid-state electrolytes, capturing critical processes over extended time scales. …”
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