Showing 3,041 - 3,060 results of 6,053 for search 'model composition (method OR methods)', query time: 0.25s Refine Results
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    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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  9. 3049

    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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    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
    “…Abstract Background Qiwenghuangbo powder (QP), composed of Astragalus, Phellodendron chinensis, and Radix pulsatilla, is a traditional Chinese herbal formula, but its effects on weaned piglets remained unclear. Methods Weaned piglets fed with 0.5 kg/t QP (QP1), 1 kg/t QP (QP2), low‐zinc oxide (ZnO; negative control), and high‐ZnO (positive control) diets in two phases, respectively, and the growth performance, intestinal morphology, cytokines, and microbial communities were profiled. …”
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    Supplementing the Build Activity in Design Science Research with Soft Systems Methodology: A Technique of Creating Frameworks for Guiding Interventions Against Unstructured Problem... by Agnes Nakakawa, Fiona P. M. Tulinayo, Geoffrey O. Tabo, Patrick van Bommel, Hans B. F. Mulder, Henderik A. Proper

    Published 2024-10-01
    “…Several efforts have been undertaken to define generic guidelines that address specific gaps in the ‘build’ activity of Design Science Research (DSR) artifacts, i.e., constructs, models, methods and frameworks, and instantiations. …”
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    Gaussian Framework and Optimal Projection of Weather Fields for Prediction of Extreme Events by Valeria Mascolo, Alessandro Lovo, Corentin Herbert, Freddy Bouchet

    Published 2025-06-01
    “…We take as a case study extreme heatwaves over France, and we test our method on an 8,000‐year‐long intermediate complexity climate model time series and on the ERA5 reanalysis data set. …”
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    Metabolomic Characterisation of Low-Density Lipoproteins Isolated from Iodixanol and KBr-Based Density Gradient Ultracentrifugation by Richard J. Webb, John K. Lodge, Sophie S. Scott, Ian G. Davies

    Published 2025-01-01
    “…However, the addition of salts may disrupt their molecular composition. Therefore, the aim of the present study was to assess the impact of SBUC upon the molecular composition of low-density lipoprotein (LDL) particles, compared to a validated non-salt method involving iodixanol gradient ultracentrifugation (IGUC). …”
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