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    VGG-16 Accuracy Optimization for Fingerprint Pattern Imager Classification by Agus Andreansyah, Julian Supardi

    Published 2025-01-01
    “…A novel aspect of this research is the optimization of the VGG-16 model by making specific adjustments to the hyperparameters, including setting the learning rate to 0.0001, using 50 epochs, and selecting a training-to- validation data split of 80%:10%. …”
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    Pattern-Based Approach to Topology and Geometry Optimization of Steel Building Structures by Artur Lax, Sławomir Milewski

    Published 2025-07-01
    “…Building on these insights, the research seeks to advance and refine the concept of patterns, aiming to further enhance their applicability and efficiency in structural optimization. …”
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    Utilization Patterns and Optimization Suggestions for Wildlife Passages in Xinjiang Nature Reserves by Mengdi Fu, Jun Wang, Shuang Li, Le Qin, Junsheng Li, Shichao Jin

    Published 2025-03-01
    “…ABSTRACT The expansion of linear infrastructure presents a significant threat to biodiversity, emphasizing the urgent need for regional studies on spatial variations and comprehensive multispecies research. This study surveyed and monitored wildlife passages across eight nature reserves in Xinjiang, evaluating their construction status, utilization patterns, and key factors influencing utilization rates, as well as providing optimization recommendations. …”
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    Research on the Settlement Patterns of Tunnel-Surrounding Rock Under Groundwater Conditions by Haining Liu, Tianyi Wang, Wenjia Ma, Minglei Kang, Yunyou Fu, Tingsong Yan

    Published 2025-03-01
    “…Systematically, it analyzes the deformation patterns of tunnel-surrounding rock under groundwater conditions. …”
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    Strategies for Construction and Optimization of the Ecological Security Pattern for Human Settlements in the Wuding River Basin by Xiaomeng WANG, Anrong DANG, Biao TONG, Xinyi LIU

    Published 2025-04-01
    “…The goal is to balance urban development with ecological protection, thereby optimizing the security and resilience of human settlement ecosystems.MethodsThis research follows a structured approach based on the formulation of strategy for construction and optimization of ecological security pattern. …”
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    Optimal pilot pattern for data‐aided channel estimation for MIMO‐OFDM wireless systems by Inaamullah Khan, Michael Cheffena

    Published 2024-12-01
    “…The research evaluates the performance of the DACE scheme using different comb‐type pilot patterns for both least square (LS) and linear minimum mean square error (LMMSE) channel estimators. …”
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    Optimal cropping patterns and intertemporal groundwater usage under extraction constraints in Oklahoma’s panhandle by Lixia H. Lambert, Yiqing Yao, Lucia R. Levers

    Published 2025-05-01
    “…Higher energy costs did not show a significant influence on optimal cropping patterns and water usage paths when the water extraction rate is low. …”
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    Optimization of circular hole patterns on crashworthiness of polyurethane foam-filled CFRP rectangular tubes by Harri Junaedi, Tabrej Khan, Walaa Abd-Elaziem, Tamer A. Sebaey, Khaled Akkad

    Published 2025-06-01
    “…While integrating holes for connections and sensors is common, it can compromise structural integrity, making it essential to understand their impact on energy absorption and load-bearing efficiency. Despite prior research on CFRP crashworthiness, the interaction between PUF insertion and hole patterns in rectangular tubes remains underexplored. …”
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