Electronic Resource

Practice of Bayesian Probability Theory in Geotechnical Engineering

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Penilaian

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This book introduces systematically the application of Bayesian probabilistic approach in soil mechanics and geotechnical engineering. Four typical problems are analyzed by using Bayesian probabilistic approach, i.e., to model the effect of initial void ratio on the soil–water characteristic curve (SWCC) of unsaturated soil, to select the optimal model for the prediction of the creep behavior of soft soil under one-dimensional straining, to identify model parameters of soils and to select constitutive model of soils considering critical state concept. This book selects the simple and easy-to-understand Bayesian probabilistic algorithm, so that readers can master the Bayesian method to analyze and solve the problem in a short time. In addition, this book provides MATLAB codes for various algorithms and source codes for constitutive models so that readers can directly analyze and practice.


This book is useful as a postgraduate textbook for civil engineering, hydraulic engineering, transportation, railway, engineering geology and other majors in colleges and universities, and as an elective course for senior undergraduates. It is also useful as a reference for relevant professional scientific researchers and engineers.

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Availability

Inventory Code	Barcode	Call Number	Location	Status
1908000339	EB0000803	624.151 Zho p	Central Library (OPAC)	Available

Detail Information

Series Title

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Call Number

624.151 Zho p

Publisher

Singapore : Springer Singapore., 2020

Collation

xxvii, 324p.:Ill

Language

English

ISBN/ISSN

978-981-15-9105-1

Classification

624.151

Content Type

Ebook

Media Type

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Carrier Type

online resource

Edition

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Subject(s)

Geotechnical Engineering

Specific Detail Info

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Statement of Responsibility

BRF

Other version/related

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