Language Culture and Land Use: A Case Study of the Dialect Cultural Regions in Anhui Province, China by Xiyu Chen, Guodong Fang, Jia Kang, Bo Hong, Ziyou Wang, Wuyun Xia

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Integrating SAM priors with U-Net for enhanced multiclass cell detection in digital pathology by Zheng Wu, Ji-Yun Yang, Chang-Bao Yan, Cheng-Gui Zhang, Hai-Chao Yang

“…Extensive experiments on public datasets reveal that the proposed method significantly surpasses both standalone U-Net and approaches that merely augment inputs by overlaying prior features onto color channels. This advancement not only enhances the utility of large models in medical applications but also lays the groundwork for the evolution of intelligent pathological diagnostic technologies.…”
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DISTRIBUTION OF 1ST LEVEL MONITORING SITES PER EVALUATION CLASSES OF SOME HYDRO-PHYSICAL FEATURES OF THE SOILS WITHIN THE COMMUNE OF SAG, TIMIŞ COUNTY, ROMANIA by Anişoara DUMA COPCEA, Casiana MIHUȚ, Simona NIȚĂ, L. NIȚĂ

“…The purpose of the paper was to analyze the distribution of the 1st level monitoring sites by evaluation class of some hydro-physical features of the soil within the Commune of Sag, Timis County, Romania. …”
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Variation of nano-ZnO/SBR modified asphalt features under photo-oxidative aging and optimization of the evaluation indexes based on rheological properties and chemical structure by Shengqian Zhao, Qinglong You, Jianming Ling, Jiake Zhang, Ekeoma Bridget Chineche, Jiaxing Wang

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Distribution dynamics, regional differences, and convergence of sustainable development of cities and communities in China by Guang Yang, Mingle Li, Chaofeng Shao

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Spatiotemporal pattern analysis of land use in Jiangsu Province based on long-term time series remote sensing images by Zhendong Ji, Lingzhi Yin, Jinhong Wang

“…Spatiotemporal clustering was conducted at the optimal scale, determined using landscape pattern indices, to analyze the land use evolution from 2000 to 2020. The study results indicate that: (1) PCA effectively reduced feature redundancy, enabling a more robust classification process, while Bayesian optimization improved the model’s predictive performance. (2) Cropland area continuously declined, built-up land expanded significantly, waterbody areas decreased slightly, and forest coverage remained stable. …”
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Structural and Historical Analysis of Interrelation Evalution in the System ‘Society – Nature’: Transformation of Conceptual Ideas in View of Global Ecological Challenges by A. V. Demidov, A. I. Pashovkin

“…It was found that the specific feature of the present stage of ecological management tool evolution implies inter-sectoral approach to environment protection and search for brand new ways in solving current social and economic problems.…”
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Different Inhomogeneous Evolutionary Histories for Uranus and Neptune by Roberto Tejada Arevalo

“…We present updated nonadiabatic and inhomogeneous evolution models for Uranus and Neptune, employing an interior composition of methane, ammonia, water, and rocks. …”
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An insight into the molecular phylogeny of Drepanidae (Lepidoptera) with an emphasis on the European fauna by Vineesh NEDUMPALLY, Erki ÕUNAP, Toomas TAMMARU

“…This analysis demonstrates that hooked wingtips, a characteristic feature of the Drepaninae + Oretinae lineage, have disappeared repeatedly in the course of evolution. …”
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A new class of human CpG Island promoters with primate-specific repeats by K. Naga Mohan, Anuhya Anne, Lov Kumar, J. Richard Chaillet

“…Most human TR-CGIs accompanied primate evolution after divergence from mouse TR-CGIs with evidence of recent additions in hominid evolution. …”
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A Multiwavelength View of the Rapidly Evolving SN 2018ivc: An Analog of SN IIb 1993J but Powered Primarily by Circumstellar Interaction by Keiichi Maeda, Poonam Chandra, Takashi J. Moriya, Andrea Reguitti, Stuart Ryder, Tomoki Matsuoka, Tomonari Michiyama, Giuliano Pignata, Daichi Hiramatsu, K. Azalee Bostroem, Esha Kundu, Hanindyo Kuncarayakti, Melina C. Bersten, David Pooley, Shiu-Hang Lee, Daniel Patnaude, Ósmar Rodríguez, Gaston Folatelli

“…However, SN 2018ivc shows an optical light-curve evolution more complicated than that of canonical SNe IIL. …”
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Morphology and dynamics of sporadic E layers observed by amateur radio by WenYu Hao, Tao Yu, Yang-Yi Sun, Jin Wang, LiHui Qiu

“…The results provide us a way for obtaining the horizontal structure and dynamic features of Es layers, which can help improve our understanding of the formation and evolution of Es layers.…”
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Research on Multi-Step Prediction of Pipeline Corrosion Rate Based on Adaptive MTGNN Spatio-Temporal Correlation Analysis by Mingyang Sun, Shiwei Qin

“…In order to comprehensively investigate the spatio-temporal dynamics of corrosion evolution under complex pipeline environments and improve the corrosion rate prediction accuracy, a novel framework for corrosion rate prediction based on adaptive multivariate time series graph neural network (MTGNN) multi-feature spatio-temporal correlation analysis is proposed. …”
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Features associated with the development of non-motor manifestations in Parkinson's disease Factores asociados con el desarrollo de complicaciones no motoras en la enfermedad de Pa... by Carlos Juri, Paola Viviani, Pedro Chaná

“…In conclusion, this study shows that the features related to the PD progression appear as the main risk factors associated with NMM.…”
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Radiomics machine learning based on asymmetrically prominent cortical and deep medullary veins combined with clinical features to predict prognosis in acute ischemic stroke: a retr... by Hongyi Li, Cancan Chang, Bo Zhou, Yu Lan, Peizhuo Zang, Shannan Chen, Shouliang Qi, Ronghui Ju, Yang Duan

“…Results Nine radiomic features associated with AIS patient outcomes were ultimately selected. …”
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Study on the mechanical traits, failure mechanisms, energy responses, and influencing factors of columnar jointed basalts under direct and indirect tensile conditions by Dan Liang, Dan Liang, Dan Liang, Haiqing Yang, Haiqing Yang, Zekang Ping, Zekang Ping, Yongyi Wang, Yongyi Wang, Kanglei Song, Kanglei Song, Chiwei Chen, Chiwei Chen, Hao Li, Hao Li, Xingyue Li, Xingyue Li, Lixin Peng, Lixin Peng, Anhua Ju, Anhua Ju

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How Does the Intensive Use of Urban Construction Land Improve Carbon Emission Efficiency?—Evidence from the Panel Data of 30 Provinces in China by Dengjuan Liu, Wei Liu, Yuming He

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TAD conservation in vertebrate genomes is driven by stabilising selection by Fabiana Patalano, Simen Rød Sandve, Rein Aasland, Jonas Paulsen

“…We examined TAD numbers, borders, and gene positioning within TADs. We found that TAD features are all highly conserved across species, but decrease with evolutionary distance. …”
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Flow Field Analysis and Development of a Prediction Model Based on Deep Learning by Yingjie Yu, Xiufeng Zhang, Lucai Wang, Rui Tian, Xiaobin Qian, Dongdong Guo, Yanwei Liu

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Flexibly Reconfigurable Kerr Micro-Comb Based on Cascaded Si₃N₄ Micro-Ring Filters by Jieyu Yang, Guang Chen, Lidan Lu, Jianzhen Ou, Chao Mei, Yingjie Xu, Wenbo Bo, Peng Wang, Xinyi Li, Lianqing Zhu

“…In this paper, an approach to flexibly modulating micro-combs is proposed, and a simulation platform based on <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msub><mi>Si</mi><mn>3</mn></msub><msub><mi mathvariant="normal">N</mi><mn>4</mn></msub></mrow></semantics></math></inline-formula> micro-combs with highly integrated, tunable, and reconfigurable features is built. By means of the Lugiato–Lefever equation model, the dynamic evolution process of micro-combs is analyzed, and a micro-ring resonator is designed with a free spectral range of 7.24 nm, an effective mode area of <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>1.0829</mn><mspace width="4.pt"></mspace><msup><mrow><mo>µ</mo><mi mathvariant="normal">m</mi></mrow><mn>2</mn></msup></mrow></semantics></math></inline-formula>, and coherent comb lines spanning over 125 THz. …”
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