eBook - ePub
Advances in Computational Geomechanics
Advanced Computational Techniques and Methodologies in Geotechnical Engineering
- 484 pages
- English
- ePUB (mobile friendly)
- Available on iOS & Android
eBook - ePub
Advances in Computational Geomechanics
Advanced Computational Techniques and Methodologies in Geotechnical Engineering
About this book
Advances in Computational Geomechanics: Advanced Computational Techniques and Methodologies in Geotechnical Engineering provides a comprehensive overview of cutting-edge computational methodologies in geotechnical engineering. The first part examines stochastic, probabilistic, and reliability analyses in geotechnical engineering, covering stochastic methods, probabilistic approaches to soil characterization, reliability analysis in geotechnical design, and risk assessment and management in geotechnical projects. The second part delves into artificial intelligence (AI) and machine learning applications in geotechnical engineering, including machine learning algorithms for geotechnical data analysis, AI-based predictive models for soil behavior and properties, AI in geotechnical risk and decision-making, and data-driven approaches for soil classification and site characterization. The third part focuses on numerical modeling and analysis techniques, such as the Finite Element Method (FEM), Finite Difference Method (FDM), Discrete Element Method (DEM), and explores hybrid numerical methods and future directions in computational geomechanics. This book serves as a valuable resource for geotechnical engineers, researchers, and practitioners seeking to leverage advanced computational tools for geomechanical analyses and design.
- Examines a wide range of topics, covering contemporary computational geomechanics and the latest advancements in geotechnical engineering
- Reviews both theoretical foundations and practical insights
- Provides real-world case studies and examples to illustrate the practical applications of discussed methodologies
- Integrates knowledge from various disciplines, making it relevant to a broad audience within geotechnical engineering and beyond
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Information
Topic
Physical SciencesSubtopic
Geology & Earth SciencesTable of contents
- Title of Book
- Part I: Numerical modelling and simulation
- Part II: Stochastic, probabilistic and reliability
- Part III: Artificial intelligence and machine learning
- Index
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Yes, you can access Advances in Computational Geomechanics by Mohamed Shahin,Rodaina Aboul Hosn in PDF and/or ePUB format, as well as other popular books in Physical Sciences & Geology & Earth Sciences. We have over 1.5 million books available in our catalogue for you to explore.