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Engineering (R0) eBook Series

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  • Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience

    by Wengang Zhang, Yanmei Zhang, Xin Gu, Chongzhi Wu, Liang Han ...
    Series series Engineering (R0)
    This book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC,ML,DL and optimizations in Geoengineering and ... Read more

    $152.99 USD

  • MARS Applications in Geotechnical Engineering Systems

    Multi-Dimension with Big Data

    by Wengang Zhang ...
    Series series Engineering (R0)
    This book presents the application of a comparatively simple nonparametric regression algorithm, known as the multivariate adaptive regression splines (MARS) surrogate model, which can be used to approximate the relationship between the inputs and outputs, and express that relationship mathematically. The book first describes the MARS algorithm, then highlights a number of geotechnical ... Read more

    $89.09 USD