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.
- ISBN:
- 9780443236631
- 9780443236631
-
Category:
- Geology & the lithosphere
- Format:
- Paperback
- Publication Date:
-
01-07-2025
- Language:
- English
- Publisher:
- Elsevier
- Country of origin:
- United States
- Dimensions (mm):
- 234.95x190.5mm
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