Modeling in Geotechnical Engineering is a one stop reference for a range of computational models, the theory explaining how they work, and case studies describing how to apply them. Drawing on the expertise of contributors from a range of disciplines including geomechanics, optimization, and computational engineering, this book provides an interdisciplinary guide to this subject which is suitable for readers from a range of backgrounds.
Before tackling the computational approaches, a theoretical understanding of the physical systems is provided that helps readers to fully grasp the significance of the numerical methods. The various models are presented in detail, and advice is provided on how to select the correct model for your application.
1. Modeling in Geotechnical Engineering - p. Page i 2. Cover - p. Page i 3. Front Matter - p. Page i 4. Table of Contents - p. Page iii 5. Copyright - p. Page iv 6. Contributors - p. Page iv 7. List of Illustrations - p. Page vii 8. List of Tables - p. Page viii 9. Chapter 1 : A model adaptation framework for mechanized tunneling: Subsoil uncertainty consideration from observation to construction - p. Page viii 10. Chapter 2 : Prediction of lateral and oblique load for batter pile group using GRNN, NN, and ANFIS - p. Page 33 11. Chapter 3 : Non-Euclidean model of rock masses - p. Page 55 12. Chapter 4 : A guide to modeling the geotechnical behavior of soils using the discrete element method - p. Page 75 13. Chapter 5 : Numerical modeling of biocemented soil behavior - p. Page 95 14. Chapter 6 : Stability analysis of rock slope against planar failure with irregular discontinuity - p. Page 116 15. Chapter 7 : Modeling of unsaturated soils slopes considering the residual shear strength behavior - p. Page 130 16. Chapter 8 : Multi-objective optimum design of geosynthetic reinforced soil foundation using genetic algorithm - p. Page 148 17. Chapter 9 : Analysis of laterally loaded pile - p. Page 163 18. Chapter 10 : Role of localized elevated pore pressures and strain localization mechanisms in slope stability problems - p. Page 182 19. Chapter 11 : Physical modeling of interaction problems in geotechnical engineering - p. Page 197 20. Chapter 12 : SPH modeling for soil mechanics with application to landslides - p. Page 254 21. Chapter 13 : Use of coupled finite-infinite element in modeling of liquefaction - p. Page 286 22. Chapter 14 : Assessment of undrained shear strength using ensemble learning based on Bayesian hyperparameter optimization - p. Page 306 23. Chapter 15 : Limit state analysis on deep braced excavation adjacent to an existing upper slope in mountainous terrain - p. Page 323 24. Chapter 16 : Modeling of hierarchically block geomedium with application to deep openings - p. Page 341 25. Chapter 17 : Modeling of liquefaction and large-strain response of sand in sloping ground - p. Page 363 26. Chapter 18 : Pile behavior modeling in unsaturated expansive soils - p. Page 388 27. Chapter 19 : Numerical models in geotechnics including soil-structure interaction - p. Page 424 28. Chapter 20 : Class III postpeak rock behavior and a new concept of dynamic instability - p. Page 470 29. Index - p. Page 491
Modeling in Geotechnical Engineering is a one stop reference for a range of computational models, the theory explaining how they work, and case studies describing how to apply them. Drawing on the expertise of contributors from a range of disciplines including geomechanics, optimization, and computational engineering, this book provides an interdisciplinary guide to this subject which is suitable for readers from a range of backgrounds.
Before tackling the computational approaches, a theoretical understanding of the physical systems is provided that helps readers to fully grasp the significance of the numerical methods. The various models are presented in detail, and advice is provided on how to select the correct model for your application.
1. Modeling in Geotechnical Engineering - p. Page i 2. Cover - p. Page i 3. Front Matter - p. Page i 4. Table of Contents - p. Page iii 5. Copyright - p. Page iv 6. Contributors - p. Page iv 7. List of Illustrations - p. Page vii 8. List of Tables - p. Page viii 9. Chapter 1 : A model adaptation framework for mechanized tunneling: Subsoil uncertainty consideration from observation to construction - p. Page viii 10. Chapter 2 : Prediction of lateral and oblique load for batter pile group using GRNN, NN, and ANFIS - p. Page 33 11. Chapter 3 : Non-Euclidean model of rock masses - p. Page 55 12. Chapter 4 : A guide to modeling the geotechnical behavior of soils using the discrete element method - p. Page 75 13. Chapter 5 : Numerical modeling of biocemented soil behavior - p. Page 95 14. Chapter 6 : Stability analysis of rock slope against planar failure with irregular discontinuity - p. Page 116 15. Chapter 7 : Modeling of unsaturated soils slopes considering the residual shear strength behavior - p. Page 130 16. Chapter 8 : Multi-objective optimum design of geosynthetic reinforced soil foundation using genetic algorithm - p. Page 148 17. Chapter 9 : Analysis of laterally loaded pile - p. Page 163 18. Chapter 10 : Role of localized elevated pore pressures and strain localization mechanisms in slope stability problems - p. Page 182 19. Chapter 11 : Physical modeling of interaction problems in geotechnical engineering - p. Page 197 20. Chapter 12 : SPH modeling for soil mechanics with application to landslides - p. Page 254 21. Chapter 13 : Use of coupled finite-infinite element in modeling of liquefaction - p. Page 286 22. Chapter 14 : Assessment of undrained shear strength using ensemble learning based on Bayesian hyperparameter optimization - p. Page 306 23. Chapter 15 : Limit state analysis on deep braced excavation adjacent to an existing upper slope in mountainous terrain - p. Page 323 24. Chapter 16 : Modeling of hierarchically block geomedium with application to deep openings - p. Page 341 25. Chapter 17 : Modeling of liquefaction and large-strain response of sand in sloping ground - p. Page 363 26. Chapter 18 : Pile behavior modeling in unsaturated expansive soils - p. Page 388 27. Chapter 19 : Numerical models in geotechnics including soil-structure interaction - p. Page 424 28. Chapter 20 : Class III postpeak rock behavior and a new concept of dynamic instability - p. Page 470 29. Index - p. Page 491
