Practice Of Bayesian Probability Theory In Geotechnical Engineering

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Practice of Bayesian Probability Theory in Geotechnical Engineering

Author : Wan-Huan Zhou
Publisher : Springer Nature
ISBN 13 : 9811591059
Total Pages : 336 pages
Book Rating : 4.8/5 (115 download)

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Book Synopsis Practice of Bayesian Probability Theory in Geotechnical Engineering by : Wan-Huan Zhou

Download or read book Practice of Bayesian Probability Theory in Geotechnical Engineering written by Wan-Huan Zhou and published by Springer Nature. This book was released on 2020-11-13 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Practice of Bayesian Probability Theory in Geotechnical Engineering

Author : Wan-Huan Zhou
Publisher :
ISBN 13 : 9789811591068
Total Pages : 0 pages
Book Rating : 4.5/5 (91 download)

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Book Synopsis Practice of Bayesian Probability Theory in Geotechnical Engineering by : Wan-Huan Zhou

Download or read book Practice of Bayesian Probability Theory in Geotechnical Engineering written by Wan-Huan Zhou and published by . This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Uncertainty, Modeling, and Decision Making in Geotechnics

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 1003801250
Total Pages : 521 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis Uncertainty, Modeling, and Decision Making in Geotechnics by : Kok-Kwang Phoon

Download or read book Uncertainty, Modeling, and Decision Making in Geotechnics written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2023-12-11 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: Uncertainty, Modeling, and Decision Making in Geotechnics shows how uncertainty quantification and numerical modeling can complement each other to enhance decision-making in geotechnical practice, filling a critical gap in guiding practitioners to address uncertainties directly. The book helps practitioners acquire a working knowledge of geotechnical risk and reliability methods and guides them to use these methods wisely in conjunction with data and numerical modeling. In particular, it provides guidance on the selection of realistic statistics and a cost-effective, accessible method to address different design objectives, and for different problem settings, and illustrates the value of this to decision-making using realistic examples. Bringing together statistical characterization, reliability analysis, reliability-based design, probabilistic inverse analysis, and physical insights drawn from case studies, this reference guide from an international team of experts offers an excellent resource for state-of-the-practice uncertainty-informed geotechnical design for specialist practitioners and the research community.

Reliability and Statistics in Geotechnical Engineering

Author : Gregory B. Baecher
Publisher : John Wiley & Sons
ISBN 13 : 0470871253
Total Pages : 618 pages
Book Rating : 4.4/5 (78 download)

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Book Synopsis Reliability and Statistics in Geotechnical Engineering by : Gregory B. Baecher

Download or read book Reliability and Statistics in Geotechnical Engineering written by Gregory B. Baecher and published by John Wiley & Sons. This book was released on 2005-08-19 with total page 618 pages. Available in PDF, EPUB and Kindle. Book excerpt: Risk and reliability analysis is an area of growing importance in geotechnical engineering, where many variables have to be considered. Statistics, reliability modeling and engineering judgement are employed together to develop risk and decision analyses for civil engineering systems. The resulting engineering models are used to make probabilistic predictions, which are applied to geotechnical problems. Reliability & Statistics in Geotechnical Engineering comprehensively covers the subject of risk and reliability in both practical and research terms * Includes extensive use of case studies * Presents topics not covered elsewhere--spatial variability and stochastic properties of geological materials * No comparable texts available Practicing engineers will find this an essential resource as will graduates in geotechnical engineering programmes.

Bayesian Machine Learning in Geotechnical Site Characterization

Author : Jianye Ching
Publisher : CRC Press
ISBN 13 : 1040097774
Total Pages : 189 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Bayesian Machine Learning in Geotechnical Site Characterization by : Jianye Ching

Download or read book Bayesian Machine Learning in Geotechnical Site Characterization written by Jianye Ching and published by CRC Press. This book was released on 2024-08-07 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian data analysis and modelling linked with machine learning offers a new tool for handling geotechnical data. This book presents recent advancements made by the author in the area of probabilistic geotechnical site characterization. Two types of correlation play central roles in geotechnical site characterization: cross-correlation among soil properties and spatial-correlation in the underground space. The book starts with the introduction of Bayesian notion of probability “degree of belief”, showing that well-known probability axioms can be obtained by Boolean logic and the definition of plausibility function without the use of the notion “relative frequency”. It then reviews probability theories and useful probability models for cross-correlation and spatial correlation. Methods for Bayesian parameter estimation and prediction are also presented, and the use of these methods demonstrated with geotechnical site characterization examples. Bayesian Machine Learning in Geotechnical Site Characterization suits consulting engineers and graduate students in the area.

Geotechnical Safety and Risk IV

Author : Limin Zhang
Publisher : CRC Press
ISBN 13 : 1315797348
Total Pages : 598 pages
Book Rating : 4.3/5 (157 download)

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Book Synopsis Geotechnical Safety and Risk IV by : Limin Zhang

Download or read book Geotechnical Safety and Risk IV written by Limin Zhang and published by CRC Press. This book was released on 2013-11-15 with total page 598 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geotechnical Safety and Risk IV contains the contributions presented at the 4th International Symposium on Geotechnical Safety and Risk (4th ISGSR, Hong Kong, 4-6 December 2013), which was organised under the auspices of the Geotechnical Safety Network (GEOSNet), TC304 on Engineering Practice of Risk Assessment and Management and TC205 on Safety an

Geotechnical Safety and Risk V

Author : T. Schweckendiek
Publisher : IOS Press
ISBN 13 : 161499580X
Total Pages : 1028 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Geotechnical Safety and Risk V by : T. Schweckendiek

Download or read book Geotechnical Safety and Risk V written by T. Schweckendiek and published by IOS Press. This book was released on 2015-10-09 with total page 1028 pages. Available in PDF, EPUB and Kindle. Book excerpt: Geotechnical Risk and Safety V contains contributions presented at the 5th International Symposium on Geotechnical Safety and Risk (5th ISGSR, Rotterdam, 13-16 October 2015) which was organized under the auspices of the Geotechnical Safety Network (GEOSNet) and the following technical committees of the of the International Society of Soil Mechanics and Geotechnical Engineering (ISSGME): • TC304 Engineering Practice of Risk Assessment & Management • TC205 Safety and Serviceability in Geotechnical Design • TC212 Deep Foundations • TC302 Forensic Geotechnical Engineering Geotechnical Risk and Safety V covers seven themes: 1. Geotechnical Risk Management and Risk Communication 2. Variability in Ground Conditions and Site Investigation 3. Reliability and Risk Analysis of Geotechnical Structures 4. Limit-state design in Geotechnical Engineering 5. Assessment and Management of Natural Hazards 6. Contractual and Legal Issues of Foundation and (Under)Ground Works 7. Case Studies, Monitoring and Observational Method The 5th ISGSR is the continuation of a series of symposiums and workshops on geotechnical risk and reliability, starting with LSD2000 (Melbourne, Australia), IWS2002 (Tokyo and Kamakura, Japan), LSD2003 (Cambridge, USA), Georisk2004 (Bangalore, India), Taipei2006 (Taipei, Taiwan), the 1st ISGSR (Shanghai, China, 2007), the 2nd ISGSR (Gifu, Japan, 2009), the 3rd ISGSR (Munich, Germany, 2011) and the 4th ISGSR (Hong Kong, 2013).

Reliability-Based Design in Geotechnical Engineering

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 0203934245
Total Pages : 545 pages
Book Rating : 4.2/5 (39 download)

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Book Synopsis Reliability-Based Design in Geotechnical Engineering by : Kok-Kwang Phoon

Download or read book Reliability-Based Design in Geotechnical Engineering written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2008-04-25 with total page 545 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reliability-based design is the only engineering methodology currently available which can ensure self-consistency in both physical and probabilistic terms. It is also uniquely compatible with the theoretical basis underlying other disciplines such as structural design. It is especially relevant as geotechnical design becomes subject to increasing codification and to code harmonization across national boundaries and material types. Already some codes of practice describe the principles and requirements for safety, serviceability, and durability of structures in reliability terms. This book presents practical computational methods in concrete steps that can be followed by practitioners and students. It also provides geotechnical examples illustrating reliability analysis and design. It aims to encourage geotechnical engineers to apply reliability-based design in a realistic context that recognises the complex variabilities in geomaterials and model uncertainties arising from a profession steeped in empiricism. By focusing on learning through computations and examples, this book serves as a valuable reference for engineers and a resource for students.

Probabilistic Methods in Geotechnical Engineering

Author : D. V. Griffiths
Publisher : Springer Science & Business Media
ISBN 13 : 3211733663
Total Pages : 346 pages
Book Rating : 4.2/5 (117 download)

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Book Synopsis Probabilistic Methods in Geotechnical Engineering by : D. V. Griffiths

Download or read book Probabilistic Methods in Geotechnical Engineering written by D. V. Griffiths and published by Springer Science & Business Media. This book was released on 2007-12-14 with total page 346 pages. Available in PDF, EPUB and Kindle. Book excerpt: Learn to use probabilistic techniques to solve problems in geotechnical engineering. The book reviews the statistical theories needed to develop the methodologies and interpret the results. Next, the authors explore probabilistic methods of analysis, such as the first order second moment method, the point estimate method, and random set theory. Examples and case histories guide you step by step in applying the techniques to particular problems.

Risk and Reliability in Geotechnical Engineering

Author : Kok-Kwang Phoon
Publisher : CRC Press
ISBN 13 : 1482227223
Total Pages : 624 pages
Book Rating : 4.4/5 (822 download)

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Book Synopsis Risk and Reliability in Geotechnical Engineering by : Kok-Kwang Phoon

Download or read book Risk and Reliability in Geotechnical Engineering written by Kok-Kwang Phoon and published by CRC Press. This book was released on 2018-10-09 with total page 624 pages. Available in PDF, EPUB and Kindle. Book excerpt: Establishes Geotechnical Reliability as Fundamentally Distinct from Structural Reliability Reliability-based design is relatively well established in structural design. Its use is less mature in geotechnical design, but there is a steady progression towards reliability-based design as seen in the inclusion of a new Annex D on "Reliability of Geotechnical Structures" in the third edition of ISO 2394. Reliability-based design can be viewed as a simplified form of risk-based design where different consequences of failure are implicitly covered by the adoption of different target reliability indices. Explicit risk management methodologies are required for large geotechnical systems where soil and loading conditions are too varied to be conveniently slotted into a few reliability classes (typically three) and an associated simple discrete tier of target reliability indices. Provides Realistic Practical Guidance Risk and Reliability in Geotechnical Engineering makes these reliability and risk methodologies more accessible to practitioners and researchers by presenting soil statistics which are necessary inputs, by explaining how calculations can be carried out using simple tools, and by presenting illustrative or actual examples showcasing the benefits and limitations of these methodologies. With contributions from a broad international group of authors, this text: Presents probabilistic models suited for soil parameters Provides easy-to-use Excel-based methods for reliability analysis Connects reliability analysis to design codes (including LRFD and Eurocode 7) Maximizes value of information using Bayesian updating Contains efficient reliability analysis methods Accessible To a Wide Audience Risk and Reliability in Geotechnical Engineering presents all the "need-to-know" information for a non-specialist to calculate and interpret the reliability index and risk of geotechnical structures in a realistic and robust way. It suits engineers, researchers, and students who are interested in the practical outcomes of reliability and risk analyses without going into the intricacies of the underlying mathematical theories.

Degrees of Belief

Author : Steven G. Vick
Publisher : ASCE Publications
ISBN 13 : 0784470863
Total Pages : 469 pages
Book Rating : 4.7/5 (844 download)

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Book Synopsis Degrees of Belief by : Steven G. Vick

Download or read book Degrees of Belief written by Steven G. Vick and published by ASCE Publications. This book was released on 2002-01-01 with total page 469 pages. Available in PDF, EPUB and Kindle. Book excerpt: Observing at a risk analysis conference for civil engineers that participants did not share a common language of probability, Vick, a consultant and geotechnic engineer, set out to not only examine why, but to also bridge the gap. He reexamines three elements at the core of engineering the concepts

Reliability of Geotechnical Structures in ISO2394

Author : K.K. Phoon
Publisher : CRC Press
ISBN 13 : 1351783394
Total Pages : 354 pages
Book Rating : 4.3/5 (517 download)

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Book Synopsis Reliability of Geotechnical Structures in ISO2394 by : K.K. Phoon

Download or read book Reliability of Geotechnical Structures in ISO2394 written by K.K. Phoon and published by CRC Press. This book was released on 2016-11-25 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: The latest 4th edition of the international standard on the principles of reliability for load bearing structures (ISO2394:2015) includes a new Annex D dedicated to the reliability of geotechnical structures. The emphasis in Annex D is to identify and characterize critical elements of the geotechnical reliability-based design process. This book contains a wealth of data and information to assist geotechnical engineers with the implementation of semi-probabilistic or full probabilistic design approaches within the context of established geotechnical knowledge, principles, and experience. The introduction to the book presents an overview on how reliability can play a complementary role within prevailing norms in geotechnical practice to address situations where some measured data and/or past experience exist for limited site-specifi c data to be supplemented by both objective regional data and subjective judgment derived from comparable sites elsewhere. The principles of reliability as presented in ISO2394:2015 provides the common basis for harmonization of structural and geotechnical design. The balance of the chapters describes the uncertainty representation of geotechnical design parameters, the statistical characterization of multivariate geotechnical data and model factors, semi-probabilistic and direct probability-based design methods in accordance to the outline of Annex D. This book elaborates and reinforces the goal of Annex D to advance geotechnical reliability-based design with geotechnical needs at the forefront while complying with the general principles of reliability given by ISO2394:2015. It serves as a supplementary reference to Annex D and it is a must-read for designing geotechnical structures in compliance with ISO2394:2015.

Modern Geotechnical Design Codes of Practice

Author : Patrick Arnold
Publisher : IOS Press
ISBN 13 : 1614991626
Total Pages : 340 pages
Book Rating : 4.6/5 (149 download)

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Book Synopsis Modern Geotechnical Design Codes of Practice by : Patrick Arnold

Download or read book Modern Geotechnical Design Codes of Practice written by Patrick Arnold and published by IOS Press. This book was released on 2013 with total page 340 pages. Available in PDF, EPUB and Kindle. Book excerpt: The ground is one of the most highly variable of engineering materials. It is therefore not surprising that geotechnical designs depend on local site conditions and local engineering experience. Engineering practices, relating to investigation and design methods site understanding and to safety levels acceptable to society, will therefore vary between different regions.The challenge in geotechnical engineering is to make use of worldwide geotechnical experience, established over many years, to aid in the development and harmonization of geotechnical design codes. Given the significant uncertainties involved, empiricism and engineering

Geotechnical Engineering for Transportation Infrastructure

Author : Barends
Publisher : CRC Press
ISBN 13 : 9789058090485
Total Pages : 678 pages
Book Rating : 4.0/5 (94 download)

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Book Synopsis Geotechnical Engineering for Transportation Infrastructure by : Barends

Download or read book Geotechnical Engineering for Transportation Infrastructure written by Barends and published by CRC Press. This book was released on 1999 with total page 678 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Bayesian Methods for Structural Dynamics and Civil Engineering

Author : Ka-Veng Yuen
Publisher : John Wiley & Sons
ISBN 13 : 9780470824559
Total Pages : 320 pages
Book Rating : 4.8/5 (245 download)

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Book Synopsis Bayesian Methods for Structural Dynamics and Civil Engineering by : Ka-Veng Yuen

Download or read book Bayesian Methods for Structural Dynamics and Civil Engineering written by Ka-Veng Yuen and published by John Wiley & Sons. This book was released on 2010-02-22 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: Bayesian methods are a powerful tool in many areas of science and engineering, especially statistical physics, medical sciences, electrical engineering, and information sciences. They are also ideal for civil engineering applications, given the numerous types of modeling and parametric uncertainty in civil engineering problems. For example, earthquake ground motion cannot be predetermined at the structural design stage. Complete wind pressure profiles are difficult to measure under operating conditions. Material properties can be difficult to determine to a very precise level – especially concrete, rock, and soil. For air quality prediction, it is difficult to measure the hourly/daily pollutants generated by cars and factories within the area of concern. It is also difficult to obtain the updated air quality information of the surrounding cities. Furthermore, the meteorological conditions of the day for prediction are also uncertain. These are just some of the civil engineering examples to which Bayesian probabilistic methods are applicable. Familiarizes readers with the latest developments in the field Includes identification problems for both dynamic and static systems Addresses challenging civil engineering problems such as modal/model updating Presents methods applicable to mechanical and aerospace engineering Gives engineers and engineering students a concrete sense of implementation Covers real-world case studies in civil engineering and beyond, such as: structural health monitoring seismic attenuation finite-element model updating hydraulic jump artificial neural network for damage detection air quality prediction Includes other insightful daily-life examples Companion website with MATLAB code downloads for independent practice Written by a leading expert in the use of Bayesian methods for civil engineering problems This book is ideal for researchers and graduate students in civil and mechanical engineering or applied probability and statistics. Practicing engineers interested in the application of statistical methods to solve engineering problems will also find this to be a valuable text. MATLAB code and lecture materials for instructors available at http://www.wiley.com/go/yuen

Cone Penetration Testing 2022

Author : Guido Gottardi
Publisher : CRC Press
ISBN 13 : 1000780457
Total Pages : 1205 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis Cone Penetration Testing 2022 by : Guido Gottardi

Download or read book Cone Penetration Testing 2022 written by Guido Gottardi and published by CRC Press. This book was released on 2022-11-11 with total page 1205 pages. Available in PDF, EPUB and Kindle. Book excerpt: This abstracts volume (including full keynote and invited papers) contains the proceedings of the 5th International Symposium on Cone Penetration Testing (CPT’22), held in Bologna, Italy, 8-10 June 2022. More than 500 authors - academics, researchers, practitioners and manufacturers – contributed to the peer-reviewed papers included in this book, which includes three keynote lectures, four invited lectures and 169 technical papers. The contributions provide a full picture of the current knowledge and major trends in CPT research and development, with respect to innovations in instrumentation, latest advances in data interpretation, and emerging fields of CPT application. The paper topics encompass three well-established topic categories typically addressed in CPT events: - Equipment and Procedures - Data Interpretation - Applications. Emphasis is placed on the use of statistical approaches and innovative numerical strategies for CPT data interpretation, liquefaction studies, application of CPT to offshore engineering, comparative studies between CPT and other in-situ tests. Cone Penetration Testing 2022 contains a wealth of information that could be useful for researchers, practitioners and all those working in the broad and dynamic field of cone penetration testing.

Numerical Models in Geomechanics

Author : G.N. Pande
Publisher : CRC Press
ISBN 13 : 9789058096364
Total Pages : 760 pages
Book Rating : 4.0/5 (963 download)

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Book Synopsis Numerical Models in Geomechanics by : G.N. Pande

Download or read book Numerical Models in Geomechanics written by G.N. Pande and published by CRC Press. This book was released on 2004-08-15 with total page 760 pages. Available in PDF, EPUB and Kindle. Book excerpt: Reflecting the current research and advances made in the application of numerical methods in geotechnical engineering, this volume details proceedings of the Ninth International Symposium on 'Numerical Models in Geomechanics - NUMOG IX' held in Ottawa, Canada, 25-27 August 2004. Highlighting a number of new developments in the area, papers concentrate upon the following four main areas: * constitutive relations for geomaterials * numerical algorithms: formulation and performance * modelling of transient, coupled and dynamic problems * application of numerical techniques to practical problems. Representing the most advanced, modern findings in the field, Numerical Models in Geomechanics is a comprehensive and impeccably-researched text, ideal for students and researchers as well as practising engineers.