Modeling inter-city population flows: a Deep Radiation model with multisource geographic features by Jingjing Liu, Lei Xu, Le Ma, Chao Wang, Nengcheng Chen

“…While the radiation model provides an interpretable framework by focusing on opportunity distribution rather than physical distance, it struggles with nonlinear migration patterns and relies solely on population size as its input. …”
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Hybrid deep learning framework for robust time-series classification: Integrating inception modules with residual networks by Duong Thi Kim Chi, Nguyen Thi Mai Trang, Tran Ba Minh Son, Nguyen Ngoc Thao, Thanh Q. Nguyen

“…By replacing the fully convolutional network (FCN) shortcut module in InceptionFCN with ResNet-50, the model gains deeper representational capacity and improved gradient flow during training. …”
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EMM Project—LD GRIDS: Design of a Charged Dust Analyser for Moon Exploration by Diego Scaccabarozzi, Abdelrahman Mohamed Ragab M. Ahmed, Andrea Appiani, Bortolino Saggin, Carmen Porto, Francesca Esposito

“…The results indicate that while grids with round patterns tend to produce a higher induced charge, they also experience higher localised stresses compared to square pattern ones. …”
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Multivariate Time Series Anomaly Detection Using Working Memory Connections in Bi-Directional Long Short-Term Memory Autoencoder Network by Xianghua Ding, Jingnan Wang, Yiqi Liu, Uk Jung

“…“Normal” events are characterized as data patterns or behaviors that align with expected operational conditions, while “anomalies” are defined as deviations from these patterns, potentially signaling faults, errors, or unexpected system behaviors. …”
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Predictive maintenance based on anomaly detection in photovoltaic system using SCADA data and machine learning by Agussalim Syamsuddin, Andrew Cahyo Adhi, Amie Kusumawardhani, Toni Prahasto, Achmad Widodo

“…The existence of abundant, free, and year-round solar energy makes solar power plant promising in replacing fossil fuels used in thermal power plant. …”
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Purinergic ecto-enzymes in human and ovine aortic valves: indicators of bacterial nanocellulose scaffold cellularization by Barbara Kutryb-Zając, Ada Kawecka, Gabriela Harasim, Michał Bieńkowski, Klaudia Stawarska, Krzysztof Urbanowicz, Ryszard T. Smoleński, Maciej M. Kowalik, Magdalena Kołaczkowska, Piotr Siondalski

“…Biochemical assessments revealed a beneficial ecto-enzyme pattern in non-stenotic and native AVs, contrasting with a detrimental pattern in stenotic valves. …”
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The Digital “Splitting” of Everyday Life by Tatiana G. Leshkevich

“…The third thematic line is aimed at the analysis of traditional everyday patterns that indicate a self-sufficient connection of stability, goal setting revolving around urgent needs, stereotypes, representations of the typical and weakly reflected patterns of thinking. …”
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DAHD-YOLO: A New High Robustness and Real-Time Method for Smoking Detection by Jianfei Zhang, Chengwei Jiang

“…We first designed the DBCA module to replace the bottleneck component in the backbone. …”
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Host-driven evolution of PCV2: insights into genetic diversity and adaptation by Giovanni Franzo, Matteo Legnardi, Francesca Poletto, Riccardo Baston, Mattia Cecchinato, Michele Drigo, Claudia Maria Tucciarone

“…A comprehensive evaluation of substitution patterns also revealed a trend toward maintaining or enhancing amino acid polarity, with neutral residues often replaced by polar or charged ones. …”
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Lipoprotein(a) in patients with aortic stenosis: Insights from cardiovascular magnetic resonance. by Vassilios S Vassiliou, Paul D Flynn, Claire E Raphael, Simon Newsome, Tina Khan, Aamir Ali, Brian Halliday, Annina Studer Bruengger, Tamir Malley, Pranev Sharma, Subothini Selvendran, Nikhil Aggarwal, Anita Sri, Helen Berry, Jackie Donovan, Willis Lam, Dominique Auger, Stuart A Cook, Dudley J Pennell, Sanjay K Prasad

“…No association was observed between midwall or infarction pattern fibrosis and Lipoprotein(a), in the mild/moderate stenosis (p = 0.91) or severe stenosis patients (p = 0.42).…”
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Acute Hepatitis B and Syphilis Coinfection in an Immunocompetent Patient with a Prosthetic Aortic Valve by Habibe Tulin Elmaslar Mert, Merve Aytekin, Ertugrul Topcu, Zerrin Yulugkural, Figen Kuloglu

“…He had undergone PAV replacement four months ago and was on warfarin therapy since then. …”
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SPECIFIC TRAITS OF HUNGARIAN-UKRAINIAN POETRY TRANSLATION (BASED ON YURII SHKROBYNETS’ TRANSLATIONS) by Oksana Yu. Talabirchuk

“…We believe that the translation transformations applied by Yurii Shkrobynets, like full and partial replacement of word forms, complete reconstruction, rearrangement, omission, concretization, generalization, and transcoding of proper names and titles are well founded and caused primarily by the syntactic features of Hungarian and Ukrainian languages, as well as significant grammatical differences in general. …”
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Diagnosis and genetic analysis of Gaucher disease in a pediatric case: a case report by Mengting Ma, Nan Wu, Jie Feng, Xu Sang, Feixiang Duan, Congcong Li, Qiang Zhang

“…Genetic testing of the parents revealed both were heterozygous carriers of the same mutationc. 1448T>C(p.Leu483Pro), confirming the diagnosis of GD in the child with an autosomal recessive inheritance pattern. GD typically presents in childhood with hepatosplenomegaly, anemia, and thrombocytopenia. …”
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Simplified Data-Driven Models for Gas Turbine Diagnostics by Igor Loboda, Juan Luis Pérez Ruíz, Iván González Castillo, Jonatán Mario Cuéllar Arias, Sergiy Yepifanov

“…The second approach relies on data-driven models, makes diagnosis in the space of measurement deviations, and involves pattern recognition techniques. Although a thermodynamic model is an essential element of GPD, it has limitations. …”
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The Clock Drawing Task reveals executive dysfunction in the dialysis population – an underrecognized and underestimated problem by Piotr Olejnik, Aleksandra Golenia, Oliwia Maciejewska, Ewa Wojtaszek, Paweł Żebrowski, Jolanta Małyszko

“…We also investigated the relationship between cardiovascular risk factors and cognitive test results.Rationale for the study Patients with CKD, including those undergoing renal replacement therapy, are at a higher risk of developing cognitive impairment (CI) than the general population. …”
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MODAL ANALYSIS OF CARRIER SYSTEM FOR HEAVY HORIZONTAL MULTIFUNCTION MACHINING CENTER BY FINITE ELEMENT METHOD by Yu. V. Vasilevich, S. S. Dovnar, I. I. Shumsky

“…For example, a virtual replacement of cast iron for steel in machine structures practically does not have any effect on resonance frequencies. …”
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How much upfront-embodied GHG emissions can wooden buildings save—displacement factors for wooden buildings by Ali Amiri, Seppo Junnila

“…Wood can be a reasonable building material replacement for major greenhouse gas (GHG)-emission sources, such as concrete, steel, and masonry. …”
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Persistence to growth hormone treatment and clinical characteristics of pediatric patients with growth hormone deficiency: A retrospective cohort study of data from the Japan Medic... by Sumito Dateki, Yukihito Sato, Satoshi Tsuboi, Jun Mori

“…The mean age at initial diagnosis was 7.5 ± 3.8 years, and we found a bimodal pattern in age, with peaks at 3 and 12 to 13 years of age; the peaks were more pronounced in male patients. …”
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PRP pre-treatment of the implantation zone improves the survival rate of fat autograft by Ilona Pak, Meirambek Askarov, Dmitriy Klyuyev, Min Sungh Tak, Ulpan Batenova, Dauren Yeskermessov, Yevgeniy Kamyshanskiy

“…However, the use of adipose tissue as a filler has its limitations in the long term, in the form of a low survival rate of the fat graft because of fibrotic replacement and fat cell apoptosis. The aim of this study was a comparative morphological assessment of fat autograft survival in the groups undergoing a standard lipofilling protocol and the pre-implantation treatment of the implantation area with platelet-rich plasma.Material and methodsTwenty-four male Californian rabbits that had undergone hypodermic implantation of a fat autograft in the area of the auricle were used in the study. …”
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Transcriptomic and Metabolic Analysis Reveal Potential Mechanism of Starch Accumulation in <i>Spirodela polyrhiza</i> Under Nutrient Stress by Xin Fang, Yan Hong, Yang Fang, Li Cheng, Zhaofeng Li, Caiming Li, Xiaofeng Ban

“…Under nutrient stress, the culture solution was replaced with deionized water. The starch content increased from 1.95% to 41.71% (dry weight) after 2 days of nutrient stress induction. …”
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