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Advances in Computational Geomechanics cover

Advances in Computational Geomechanics

Advanced Computational Techniques and Methodologies in Geotechnical Engineering

by Mohamed Shahin, Rodaina Aboul Hosn

1st Edition

Publisher: Elsevier

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Book Details

Print ISBN9780443277085
eText ISBN9780443277092
PublisherElsevier
Publishing Year2026
Edition1st Edition
LanguageEnglish
Pages498

The 1st Edition of Advances in Computational Geomechanics: Advanced Computational Techniques and Methodologies in Geotechnical Engineering offers a comprehensive reference on analytical methods in geotechnical engineering. Edited by Mohamed Shahin, Professor of Geotechnical Engineering at Curtin University in Australia, and Rodaina Aboul Hosn, this 2026 text supports graduate students, academics, researchers, and civil engineering professionals.

The work synthesizes probabilistic soil characterization, stochastic methods, and reliability analysis for geotechnical applications. It integrates data-driven soil classification and site characterization with machine learning algorithms designed for geotechnical data analysis, while examining AI-based predictive models for soil behavior and material properties.

A defining feature is its coverage of artificial intelligence-enhanced geotechnical risk assessment and decision-making frameworks. Consisting of 498 pages published by Elsevier, this volume fits graduate curricula and advanced research programs in geotechnical design.

Table of Contents

  1. Chapter one: Traditional numerical methods

  2. Chapter two: Hybrid numerical methods

  3. Chapter three: Advanced soil constitutive modeling

  4. Chapter four: Probabilistic approaches to soil characterization

  5. Chapter Five: Reliability and risk assessment in geotechnical design practice with case studies

  6. Chapter six: Machine learning algorithms for geotechnical analysis

  7. Chapter seven: Predictive models for geotechnical material behavior using intelligent computing

  8. Chapter eight: Artificial intelligence-enhanced geotechnical risk assessment and decision-making

  9. Chapter nine: Data-driven approaches for site characterization

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▶Research Sources (16)
  • [PDF] Advances in Computational Geomechanics by Mohamed ...
  • Advances in Computational Geomechanics, eBook by Mohamed ...
  • Advances in Computational Geomechanics - e-kirja (9780443277092)
  • enhanced geotechnical risk assessment and decision-making
  • Captcha - Erie2 BOCES | Erie BOCES
  • Thompson Learn.
  • Advances in Computational Geomechanics - 1st Edition
  • Group Study - Covenanter Bookshop
  • Resources for Educators & Academics - Seven Stories Press
  • Advances in Computational Geomechanics
  • Advances in Computational Geomechanics Mohamed Shahin
  • Advances in Computational Geomechanics von Shahin ...
  • Computational Geomechanics Book Release in April 2026
  • Edited Book: Advances in Computational Geomechanics
  • Advances in Computational Geomechanics
  • Advanced Computational Techniques and Methodologies ...

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