Showing 3,021 - 3,040 results of 6,053 for search 'model composition methods', query time: 0.24s Refine Results
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    Graphical representation of landscape heterogeneity identification through unsupervised acoustic analysis by Maria J. Guerrero, Camilo Sánchez‐Giraldo, César A. Uribe, Víctor M. Martínez‐Arias, Claudia Isaza

    Published 2025-06-01
    “…From a sonotype composition matrix, we use the Graphical Lasso method, a sparse Gaussian graphical model, to identify acoustic similarities across sites, map ecological complexity relationships through the nodes (sites) and edges (similarities), and transform acoustic data into a graphical representation of ecological interactions and landscape acoustic diversity. …”
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  5. 3025

    Knowledge-inspired fusion strategies for the inference of PM<sub>2.5</sub> values with a neural network by M. Dabrowski, J. Mennesson, J. Riedi, C. Djeraba, P. Nabat

    Published 2025-06-01
    “…In this study, a limited set of quantities that are known to impact the relation between column aerosol optical depth (AOD) and surface PM<span class="inline-formula"><sub>2.5</sub></span> concentrations are used as input of several network architectures to investigate how different fusion strategies can impact and help explain predicted PM<span class="inline-formula"><sub>2.5</sub></span> concentrations. Different models are trained on two different sets of simulated data, namely, global-scale atmospheric composition reanalysis provided by the Copernicus Atmosphere Monitoring Service (CAMS) and higher-resolution data simulated over Europe with the Centre National de Recherches Météorologiques ALADIN model. …”
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    TemDeep: a self-supervised framework for temporal downscaling of atmospheric fields at arbitrary time resolutions by L. Wang, Q. Li, Q. Li, Q. Lv, Q. Lv, X. Peng, X. Peng, W. You

    Published 2025-04-01
    “…However, the acquisition of high-resolution data is limited due to excessive computational demands and substantial storage needs in numerical models. Current deep learning methods for statistical downscaling still require massive ground truth with high temporal resolution for model training. …”
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    A data science pipeline applied to Australia's 2022 COVID-19 Omicron waves by James M. Trauer, Angus E. Hughes, David S. Shipman, Michael T. Meehan, Alec S. Henderson, Emma S. McBryde, Romain Ragonnet

    Published 2025-03-01
    “…We developed a package for the construction of infectious disease models, integrated it with several open-source libraries and applied this composite pipeline to multiple data sources that provided insights into Australia's 2022 COVID-19 epidemic. …”
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    Study on the Spectrum-Effect Correlation of Anti-Inflammatory Active Extract of Sauropus spatulifolius Beille by Qin Qiu, Lujuan Jiang, Chunying Huang, Lifeng Yu, Dandan Zhen, Meifang Ye, Yuanyuan Liu, Junhao Shi, Xiaofang Liu, Baojun Gu, Hanshen Zhen

    Published 2022-01-01
    “…Sauropus spatulifolius Beille (S. spatulifolius) is a commonly used medicine of the Bourau and Yao nationalities. However, the composition of S. spatulifolius is complex, and simple chemical fingerprints cannot accurately evaluate the relationship between its composition and efficacy. …”
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  16. 3036

    soundscape_IR: A source separation toolbox for exploring acoustic diversity in soundscapes by Yi‐Jen Sun, Shih‐Ching Yen, Tzu‐Hao Lin

    Published 2022-11-01
    “…In subtropical estuarine soundscapes, SS automated the process of identifying distinct biotic and abiotic sounds, and the result uncovered divergent sound compositions between inshore and offshore waters. Implementation of SS in soundscape analysis offers a promising method for streamlining the assessment of acoustic diversity in diverse environments. …”
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    Quorum quenching enzymes disrupt bacterial communication in a sex‐ and dose‐dependent manner by Aneesh Syal, Maria Martell, Rakesh Sikdar, Matthew Dietz, Zachary Ziegert, Cyrus Jahansouz, Mikael H. Elias, Christopher Staley

    Published 2025-03-01
    “…We hypothesized that QQ hinders signals from obesity‐associated pathobionts, thereby slowing or preventing obesity. Results In a murine model of diet‐induced obesity, we observed GcL and SsoPox treatments have separate sex‐dependent and dose‐dependent effects on intestinal community composition and diversity. …”
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    Dietary Qiwenghuangbo powder–enriched Limosilactobacillus reuteri protects the intestinal epithelium and alleviates inflammation via a strain‐specific mechanism by Qian Xu, Lei Xue, Zhenhua Wu, Shuaishuai Kang, Jia Li, Yifan Wu, Yujun Wu, Jinbiao Zhao, Rujuan Wu, Huiyuan Lv, Junjun Wang, Dandan Han

    Published 2025-06-01
    “…The mouse models of colitis induced by Citrobacter rodentium and dextran sulfate sodium (DSS) were employed to elucidate the potential role of QP‐fed enriched key species. …”
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