SwinNowcast: A Swin Transformer-Based Model for Radar-Based Precipitation Nowcasting by Zhuang Li, Zhenyu Lu, Yizhe Li, Xuan Liu

“…Specifically, the multi-scale convolutional block attention module (MSCBAM) captures local multi-scale features, while the gated attention feature fusion unit (GAFFU) adaptively regulates the fusion intensity, thereby enhancing spatial structure and temporal continuity in a synergistic manner. …”
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THE ROLE OF ARTIFICIAL INTELLIGENCE IN ECONOMIC TRANSFORMATION: FROM AUTOMATION TO THE DATA ECONOMY by Viktoriia Mykytas

“… The purpose of this paper is to explore the transformative role of artificial intelligence (AI) in shaping the structure and dynamics of modern economies. Particular attention is given to AI’s impact on labor markets, the evolution of new professions, and the development of human capital. …”
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Large-scale genomic analysis of Elizabethkingia anophelis by Pavel Andriyanov, Pavel Zhurilov, Alena Menshikova, Anastasia Tutrina, Ivan Yashin, Daria Kashina

“…Phylogenetic analysis has also revealed a complex population structure, with limited source-lineage correlation. …”
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The role of gut microbiota at different developmental stages in the adaptation of the Etiella zinckenella to a plant host by Liangyue Chen, Zeshuai He, Dazhi Zhang, Fuqiang Zhao, Yuan Zhang, Rongrong Ding

“…However, the structure of the gut microbiota community in E. zinckenella remains poorly understood. …”
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Characteristics and development model of underwater eruptive volcanic reservoirs in continental lacustrine basin: A case study of Chaganhua Subsag in Changling Fault Depression, So... by REN Xianjun,SHI Yunqian,JING Wei

“…The study focuses on the reservoir space characteristics, physical properties and pore structure differences of the underwater eruption pyroclastic rock reservoirs in the Huoshiling Formation, and analyzes the reasons for the differences in physical properties of different types of reservoirs and their formation and evolution processes. …”
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Current strategies in the farm practices and post-harvest pesticidal defence by Luciano Suss, Fabio Molinari

“…Monitoring of pest attacks and the implementation of prevention practices is fundamental; in post-harvest sector this activity can be carried out checking first matters to be stored and used by suitable analysis, as well as modifying systems, department structure, installing double door and air blade barriers, laying of pavements with special epoxy paints, replacing the traditional electric raceways with others, totally opened, steel grated, vertical and surely less delicate. …”
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Tectonic Fracture Characterization and Stress Analysis in Complex Fault Block Formations: A Case Study in the Second Member of Dengying Formation in Central Sichuan by Yu Fan, Jianhua Guo, Xu Yang, Xihui Hu, Xinyu Shen, Qiutong Wang, Yijia Tang

“…The reservoir is situated in a complex fault block structure characterized by multistage fault evolution, leading to a complicated distribution of tectonic fractures crucial for the accumulation and migration of oil and gas. …”
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The influence of the paradigm of forensic science on law enforcement by Nikolay V. Karepanov

“…The author substantiates the need for the evolution of some essential criteria of scientific knowledge in forensic science. …”
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Effect of co-doped additives on the hydration and microstructure of high-volume fly ash cement composites by Heping Yuan, Yang Liu, Bowen Wang, Dong Luo, Jie Yang

“…The underlying mechanisms of strength enhancement were elucidated through analyses of pore structure, phase evolution, elemental distribution in the interfacial transition zone (ITZ), and microstructure. …”
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Investigation on the Marine Corrosion Behavior and Mechanism of Fe₃O₄ Film Using ReaxFF-MD by CHEN Xiangrui, CHEN Yang, WANG Bing, GU Bin

“…In order to explore more deeply and comprehensively the intrinsic mechanisms of corrosion behavior of steel in the marine environment，the ReaxFF molecular dynamics (ReaxFF-MD) method was employed to study the marine corrosion behavior of Fe3O4 in steel passivation film under different NaCl contents，temperatures and strain conditions.By characterizing the surface corrosion morphology，testing the quality loss curve，number density curve，radial distribution function (RDF) curve and simulating the atomic structure evolution at the reaction interface，the process and differences of Fe3 O4 marine corrosion behavior under different conditions were analyzed，and the mechanisms of Fe3O4 marine corrosion and the influence of different factors were revealed at the atomic scale.Results showed that the marine corrosion of Fe3O4 went through three stages: the adsorption stage of water molecules on the surface of Fe3O4 substrate in marine environment，the rapid corrosion stage of substrate and the corrosion saturation stage.During the corrosion process，the increase in NaCl content in the marine environment promoted the adsorption of water molecules on the substrate surface，enhancing the interaction between substrate atoms and water molecules.Moreover，the increase in temperature would cause expansion deformation and enhance molecular motion，reducing the difficulty of bond breaking behavior of matrix atoms.External strain led to an increase in atomic bond lengths and a decrease in atomic coordination numbers within the Fe3O4 matrix，thereby exacerbating the corrosion process.Besides，when the external load was applied，the strain in the substrate increased with the progression of corrosion，and the defect concentration area was generated under high strain loading.…”
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Taxonomic composition of microbiota of colon in breastfed infants with acute colienteritis by L. I. Sydorchuk, D. V. Rotar, A. S. Sydorchuk, I. Y. Sydorchuk, A. V. Gumenna, О. О. Blinder

“…Results: Etiological structure was determined in 28 (58,33 %) of investigations. …”
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Soil microbiome composition is highly responsive to precipitation and plant composition manipulations in a field biodiversity experiment by Haley M. Burrill, Haley M. Burrill, Susan M. Magnoli, James D. Bever

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Full Spectrum Electrochromic WO₃ Mechanism and Optical Modulation via Ex Situ Spectroscopic Ellipsometry: Effect of Li⁺ Surface Permeation by Buyue Zhang, Jintao Wang, Shuhui Jiang, Meng Yuan, Xinyu Chen

“…Herein, we developed a systematic protocol of ex situ methods to clarify the evolutions of subtle structure changes, Raman vibration modes, and optical parameters of WO₃ thin films in electrochromic processes as stimulated by dosage-dependent Li⁺ insertion. …”
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Phylogenetic analysis, gene rearrangement and divergence time estimation of Patellogastropoda (Mollusca, Gastropoda) based on complete mitochondrial genomes by Wanting Liu, Alexei V. Chernyshev, Jiji Li, Yingying Ye, Xiangli Dong

“…We examined mitochondrial genome structure, nucleotide composition and skew, as well as amino acid content and codon usage. …”
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Molecular phylodynamics of the heterosexual HIV epidemic in the United Kingdom. by Gareth J Hughes, Esther Fearnhill, David Dunn, Samantha J Lycett, Andrew Rambaut, Andrew J Leigh Brown, UK HIV Drug Resistance Collaboration

“…The heterosexual risk group has become the largest HIV infected group in the United Kingdom during the last 10 years, but little is known of the network structure and dynamics of viral transmission in this group. …”
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Comparative genomics of Salmonella enterica serovars Paratyphi A, Typhi and Typhimurium reveals distinct profiles of their pangenome, mobile genetic elements, antimicrobial resista... by Charles Coluzzi, Bar Piscon, Sandra Dérozier, Hélène Chiapello, Ohad Gal-Mor

“…Here, we have performed whole-genome sequencing and hybrid assembly of new SPA and STY typhoidal strains and took a comparative genomics approach to examine their phylogeny, pangenome structure and accessory genome content in comparison to the reference non-typhoidal serovar, STM. …”
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A Fluid Flow‐Based Deep Learning (FFDL) Architecture for Subsurface Flow Systems With Application to Geologic CO2 Storage by Zhen Qin, Yingxiang Liu, Fangning Zheng, Behnam Jafarpour

“…The new architecture consists of a physics‐based encoder to construct physically meaningful latent variables, and a residual‐based processor to predict the evolution of the state variables. It uses physical operators that serve as nonlinear activation functions and imposes the general structure of the fluid flow equations to facilitate its training with data pertaining to the specific subsurface flow application of interest. …”
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The Miscibility of Hydrogen and Water in Planetary Atmospheres and Interiors by Akash Gupta, Lars Stixrude, Hilke E. Schlichting

“…We find that the temperature along the critical curve increases with increasing pressure and shows the influence of a change in fluid structure from molecular to atomic near 30 GPa and 3000 K, which may impact magnetic field generation. …”
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Elicitation of potent serum neutralizing antibody responses in rabbits by immunization with an HIV-1 clade C trimeric Env derived from an Indian elite neutralizer. by Rajesh Kumar, Suprit Deshpande, Leigh M Sewall, Gabriel Ozorowski, Christopher A Cottrell, Wen-Hsin Lee, Lauren G Holden, Sara T Richey, Antra Singh Chandrawacar, Kanika Dhiman, Ashish, Vivek Kumar, Shubbir Ahmed, Nitin Hingankar, Naresh Kumar, Kailapuri G Murugavel, Aylur K Srikrishnan, Devin Sok, Andrew B Ward, Jayanta Bhattacharya

“…Evaluating the structure-function relationship of viral envelope (Env) evolution and the development of broadly cross-neutralizing antibodies (bnAbs) in natural infection can inform rational immunogen design. …”
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Transformation of the Regional Policy of Russia and China under the Conditions of Unequal Development of Regions (1980-2020): a Comparative Historical Study by S. B. Makeeva

“…The complex structure of the research involves the use of a comparative historical method, a systems approach, a retrospective method. …”
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