Overview
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.
- | Author: Biswajeet Pradhan
- | Publisher: Elsevier
- | Publication Date: Jul 03, 2025
- | Number of Pages: 376 pages
- | Binding: Paperback or Softback
- | ISBN-10: 0443236631
- | ISBN-13: 9780443236631
