Exploring the effect of training set size and number of categories on ice crystal classification through a contrastive semi-supervised learning algorithm by Y. Chu, Y. Chu, H. Zhang, X. Li, J. Henneberger

“…When tested on the unseen CLOUDLAB dataset, CSSL shows superior generalization, improving accuracy by an average of 2.19 %. …”
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Choline metabolism modulates cyclic-di-GMP signaling and virulence of Pseudomonas aeruginosa in a macrophage infection model by Yachun Zhou, Yu Zhang, Xiangke Duan, Tian Zhou, Anmin Ren, Yinyue Deng, Lin Zhong, Lei Liu, Yingfeng Huang, Weidong Zheng, Dongjing Liu, Liang Yang

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Creation of a Safe Educational Environment for Ukrainian Youth During War Conditions by Natalia Tverdokhliebova, Nataliіa Yevtushenko

“…The methodology is based on the fundamental methodological principles of the systems approach and includes the use of a complex of general scientific (comparison, classification, generalization, systematization) and empirical (observation, search, conversation, description, analysis) methods. …”
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Sexual and reproductive health from the perspective of patients with autoimmune rheumatic diseases in Mexico: a qualitative study by Dionicio Angel Galarza-Delgado, Ingris Peláez-Ballestas, Cassandra Michelle Skinner-Taylor, Lorena Perez-Barbosa, Abraham Yair Lujano-Negrete, Fanny Arévalo-Nieto, Maria Eugenia Corral-Trujillo, Andrea Aguilar-Leal, Génesis Guadalupe Sandoval-Torres, Cecilia Rodríguez-Ruiz, Melanie Gabriela Rios-Medina, Amaranta Manrique de Lara

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Educing the toxicity of multimodal anesthesia components in cats with polytrauma by Zh. V. Rybachuk, A. S. Deynega

“…Thus, the inclusion of lidocaine hydrochloride in the composition of multimodal general anesthesia for cats with polytrauma ensures the blocking of nociceptive receptors and stimulates reparative processes in damaged tissues.…”
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Exploring the therapeutic mechanism of curcumin in spinal cord injury treatment based on network pharmacology, molecular dynamics simulation, and experimental validation by Yongzhi He, Yongzhi He, Yongzhi He, Jiachun Lu, Yushan Luo, Rizhao Pang, Xiaoming Hu, Lijuan Ding, Hua Xiao, Yunyun Wang, Wenchun Wang

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Thermal Recovery Dynamics of the Ocean’s Cool-Skin Layer After Complete Mixing by Leonie Jaeger, Lisa Gassen, Samuel Mintah Ayim, Riaz Bibi, Oliver Wurl

“…Due to the heat loss across the air-sea interface, the uppermost millimeter of the ocean is generally cooler than the underlying water. This cool-skin layer can be naturally disrupted by processes such as wave breaking or wind stress, as well as by anthropogenic factors like ships or offshore wind turbines. …”
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Global antibiotic hotspots and risks: A One Health assessment by Bingshuang Yan, Fuyang Huang, Jiaolong Ying, Dafang Zhou, Samira Norouzi, Xianming Zhang, Bin Wang, Fei Liu

“…Hierarchical clustering revealed ten priority antibiotics in liquid phases and eight in solid phases requiring urgent attention. Regional analysis indicated the highest antibiotic concentrations within wastewater treatment plant liquids in the Americas and surface waters in Africa, with generally lower levels detected in Asia and Europe. …”
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Discovery of ultra-high strength aluminum alloys with high damage tolerance via interpretable chain-based machine learning by Lei Jiang, Xinbiao Zhang, Wentao Zhoutai, Zhilin Han, Minghong Mao, Wenli Xue, Jianxin Xie

“…Subsequently, combining SHAP analysis, multi-objective optimization, and thermodynamic calculations, the study achieves the integrated optimization design of AC and SAP. …”
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Didgital-art цінних паперів by Oleh Kardash, Viktor Chelombitko

“…As a result of the generalized analysis of the compositional, artistic and aesthetic qualities of finishing on securities, the range of tasks for their design, and, accordingly, the requirements for synthesis in artistic, design creativity, science and practical orientation, computerization of the design process with the advantages of the latest technologies. …”
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Physicochemical Properties, Antioxidant Capacity and Sensory Acceptability of Instant Rosehip Teas Prepared by Spray-Drying and Freeze-Drying Methods by Cemalettin Baltaci, Dilara Erkmen Bostanci, Rahime Altintaş, Yusuf Dalkiran, Arda Akdoğan, Onur Tolga Okan

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Review of research progress on the theory and bearing characteristics of post-grouting for prestressed concrete pipe pile ends and sides by HOU Zhenkun, CHEN Xuanlin, TANG Mengxiong, LING Zao, DU Xidong, XU Feng, HE Shaoyang, LIANG Shihua

“…Conclusions and prospects Visual analysis of the progressive flow of grouting fluid along the pile side， quantitative characterization of the three-dimensional geometry of the grouting body， intelligent monitoring of the grouting process， and the development of novel pipe pile side grouting techniques are essential for advancing the future of pipe pile side post-grouting.…”
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Carbon sequestration in different urban vegetation types in Southern Finland by L. Thölix, L. Backman, M. Havu, M. Havu, E. Karvinen, J. Soininen, J. Trémeau, O. Nevalainen, J. Ahongshangbam, L. Järvi, L. Järvi, L. Kulmala

“…All models indicated notable year-to-year differences in annual sequestration rates, but since the same factors, such as temperature and soil moisture, affect processes both assimilating and releasing carbon, connecting the years of high or low carbon sequestration to single meteorological means failed. …”
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FUNCTIONAL ACTIVITY OF NEUTROPHILS AND HEMOSTASIS PATTERN IN PATIENTS WITH ACUTE DESTRUCTIVE PANCREATITIS by A. A. Savchenko, A. G. Borisov, D. E. Zdzitovetskiy, I. V. Kudryavtsev, A. Yu. Medvedev, I. I. Gvozdev, A. V. Moshev

“…Such a change in blood coagulation indexes is typical to inflammatory processes and presumes activation of the coagulation cascade and higher risk of septic complications. …”
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PLK1 Mediates the Proliferation and Contraction of Airway Smooth Muscle Cells and Has a Role in T2-High Asthma with Neutrophilic Inflammation Model by Pan Y, Xue Y, Fei X, Zhao L, Han L, Su H, Lin Y, Zhou Y, Zhang Y, Xie G, Kong D, Bao W, Zhang M

“…Through transcriptomic analysis, PLK1 was identified as a potential key molecule associated with S1P-induced proliferation and contraction. …”
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FACETS OF PROTECTION OF ECONOMIC RIGHTS AND FREEDOMS by Olena Kovalenko, Sergii Vasyliev, Mykola Zhdan

“…The methodological basis also incorporates such general scientific methods as analysis and synthesis, generalization, modelling, and others. …”
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Suppressive effects of deep balanced anesthesia on cellular immunity and protein expression: a randomized-controlled pilot study by Xuan Duc Nguyen, Audrey Horn, Dania Fischer, Grietje Beck, Cora C. Spannenberger, Brice Gaudilliere, Jean-Louis Horn, Hermann-Josef Thierse, Thomas Frietsch

“…Conclusions Deep anesthesia inhibited immune competent defense cells (killer cells and regulatory T-cells) and had a general suppression on the phagocytic function of all circulating immune competent cells. …”
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Progress on Effect of Clay Mineral-Biocomposite Colloids on Radionuclides Migration and Mechanism by Qing-feng TANG, Zhen XU, Ya-lou SUN, Qi ZHANG, Qi TAN, Duo-qiang PAN, Wang-suo WU

“…The presence of environmental colloids can affect the migration behavior of radionuclides. It is generally believed that the migration of radioactive nuclides in the environment is carried out in the form of solutes, and the main processes of migration are diffusion and adsorption. …”
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A Multi-Modal Approach Using a Hybrid Vision Transformer and Temporal Fusion Transformer Model for Stock Price Movement Classification by Ibanga Kpereobong Friday, Sarada Prasanna Pati, Debahuti Mishra

“…We systematically evaluate the model performance using a time series cross-validation split to demonstrate the proposed model’s efficacy and generalization across eight indices (BSE, IXIC, N225, NIFTY-50, NSE-30, NYSE, S&P 500, and SSE). …”
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THEATRICAL ART AS A MEANS OF DEVELOPING INTERPERSONAL SKILLS IN PUPILS WITH AUTISM SPECTRUM DISORDERS by Perevorska Olena, Prohodko Tetyana, Kobzіeva Iryna

“…The empirical study applied methods and strategies for implementing theatrical classes in the educational process with children with autism spectrum disorders. …”
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