Machine Learning in Geohazard Risk Prediction and Assessment

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Machine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping presents an overview of the most recent developments in machine learning techniques that have reshaped our understanding of geo-materials and management protocols of geo-risk. This book covers a broad category of research that machine-learning techniques that can be applied, from microscopic modelling to constitutive modelling, to physics-based numerical modelling, to regional susceptibility mapping. This will be a good reference for researchers, academicians, graduate and undergraduate students, professionals, and practitioners in the field of geotechnical engineering and applied geology.