Machine Learning in Geohazard Risk Prediction and Assessment

von Biswajee Pradhan

378 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

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.

• Reihe: Elsevier
• ISBN: 9780443236631
• Sprache: Englisch
• Erscheinungsdatum: 03.07.2025
• Größe: 235 x 191 mm
• Verlag: Elsevier Inc