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Machine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping
Paperback
Environmental StudiesGeneral Sociology
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ISBN10: 0443236631
ISBN13: 9780443236631
Publisher: Elsevier
Published: Jul 3 2025
Pages: 376
Weight: 1.70
Height: 0.80 Width: 7.50 Depth: 9.20
Language: English
ISBN13: 9780443236631
Publisher: Elsevier
Published: Jul 3 2025
Pages: 376
Weight: 1.70
Height: 0.80 Width: 7.50 Depth: 9.20
Language: English
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. The book covers a broad category of research on machine-learning techniques that can be applied, from microscopic modeling to constitutive modeling, to physics-based numerical modeling, to regional susceptibility mapping. This is a good reference for researchers, academicians, graduate and undergraduate students, professionals, and practitioners in the field of geotechnical engineering and applied geology.
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