{"product_id":"intelligent-models-in-geotechnical-engineering-von-pijush-samui-und-t-g-sitharam","title":"INTELLIGENT MODELS in geotechnical engineering","description":"\u003cp\u003eThe objective of this book is to develop  intelligent  models [geostatistic, artificial neural network (ANN)  and support vector machine(SVM)] to estimate  corrected standard penetration test (SPT) value,  Nc,  in the three dimensional (3D) subsurface of  Bangalore. The present book also highlights the  capability of SVM over the developed geostatistic  models (simple kriging, ordinary kriging and  disjunctive kriging) and ANN models. Further in  this  book, liquefaction susceptibility is evaluated from  Standard Penetration Test (SPT), Cone Penetration  Test (CPT) and Shear Wave (Vs) data using ANN and  SVM. In this book, an attempt has also been made to  evaluate geotechnical site characterization by  carrying out in situ tests using different in situ  techniques such as CPT, SPT and multi channel  analysis of surface wave (MASW) techniques. SVM  model has been also adopted to determine over  consolidation ratio (OCR) based on piezocone data.   SVM model outperforms all the available methods for  OCR prediction.\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783838348766\"\u003e\u003ch3\u003eINTELLIGENT MODELS in geotechnical engineering\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9783838348766","offer_id":39498933043293,"sku":"9783838348766","price":79.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/0686c78b-9d8e-4ff8-84ba-f69359f4b45b.jpg?v=1768891908","url":"https:\/\/shop.autorenwelt.de\/products\/intelligent-models-in-geotechnical-engineering-von-pijush-samui-und-t-g-sitharam","provider":"Autorenwelt Shop","version":"1.0","type":"link"}