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    A Surrogate Model for the Rapid Prediction of Factor of Safety in Slopes with Spatial Variability by Xitailang Cao, Shan Lin, Miao Dong, Quanke Hu, Hong Zheng

    Published 2025-05-01
    “…While traditional numerical methods combined with Monte Carlo simulations and Gaussian random field theory provide accurate stability analysis, their high computational cost makes them impractical for large-scale engineering applications. To address this issue, this study proposes an efficient surrogate modeling approach for the rapid prediction of the factor of safety in slopes while considering the spatial variability of geotechnical parameters. …”
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    Leveraging long context in retrieval augmented language models for medical question answering by Gongbo Zhang, Zihan Xu, Qiao Jin, Fangyi Chen, Yilu Fang, Yi Liu, Justin F. Rousseau, Ziyang Xu, Zhiyong Lu, Chunhua Weng, Yifan Peng

    Published 2025-05-01
    “…Specifically, we propose a map-reduce strategy, BriefContext, to combat the “lost-in-the-middle” issue without modifying the model weights. We demonstrated the advantage of the workflow with various LLM backbones and on multiple QA datasets. …”
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    Detecting LNAPL migration in real time using electrical resistivity and statistical models by Ola Tareq al-Hussain, Harris Ramli, Mohammed J. Al-Haidarey, Hayder Yasir Naser

    Published 2025-05-01
    “…Non-linear regression models—logarithmic, quadratic, and power—were applied to analyze the relationship between ER and LNAPL concentration. …”
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