{"product_id":"machine-learning-in-geohazard-risk-biswajeet-pradhan-9780443236631","title":"Machine Learning in Geohazard Risk Prediction and Assessment: From Microscale Analysis to Regional Mapping","description":"\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.\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Biswajeet Pradhan\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 0443236631\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9780443236631\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Elsevier\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 07\/03\/2025\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 376\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback","brand":"Biswajeet Pradhan","offers":[{"title":"Paperback","offer_id":47202138849535,"sku":"9780443236631","price":175.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_e36c19d0-3df7-4a72-a18c-69392dd5be81.jpg?v=1756819747","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-in-geohazard-risk-biswajeet-pradhan-9780443236631","provider":"WR Book House","version":"1.0","type":"link"}