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  • Bayesian Machine Learning in Geotechnical Site Characterization

    by Jianye Ching ...
    Series series Challenges in Geotechnical and Rock Engineering
    Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization.Two types of correlation play central roles in geotechnical site characterization: cross-correlation among soil properties and spatial-correlation in the ... Read more

    $99.99 USD

  • Uncertainty, Modeling, and Decision Making in Geotechnics

    Series series Challenges in Geotechnical and Rock Engineering
    Uncertainty, Modeling, and Decision Making in Geotechnics shows how uncertainty quantification and numerical modeling can complement each other to enhance decision-making in geotechnical practice, filling a critical gap in guiding practitioners to address uncertainties directly.The book helps practitioners acquire a working knowledge of geotechnical risk and reliability methods and guides them to ... Read more

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  • Fundamentals of Foundation Engineering

    This book aims to introduce the principle and design of various foundations, covering shallow foundations, mat foundations, earth retaining structures, excavations, pile foundations, and slope stability. Since the analysis and design of a foundation are based on the soil properties under short-term (undrained) or long-term (drained) conditions, the assessment of soil properties from the ... Read more

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