{"product_id":"machine-learning-in-geohazard-risk-prediction-and-assessment-from-microscale-analysis-to-regional-mapping-9780443236631","title":"Machine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping","description":"\u003cp\u003e • Author(s): Biswajeet Pradhan | Daichao Sheng | Xuzhen He\u003cbr\u003e • Publisher: Elsevier\u003cbr\u003e • Publisher Imprint: Elsevier\u003cbr\u003e • BISAC: Environmental Science (see also Chemistry - Environmental)\u003c\/p\u003e\u003cp\u003e\u003ci\u003eMachine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping \u003c\/i\u003epresents 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.\u003c\/p\u003e","brand":"Atlantic Books","offers":[{"title":"Paperback","offer_id":46415894151319,"sku":"9780443236631","price":20029.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9780443236631.webp?v=1769061292","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-in-geohazard-risk-prediction-and-assessment-from-microscale-analysis-to-regional-mapping-9780443236631","provider":"Atlantic Books","version":"1.0","type":"link"}