Advances in Computational Geomechanics

Advances in Computational Geomechanics portes grátis

Advances in Computational Geomechanics

Advanced Computational Techniques and Methodologies in Geotechnical Engineering

Hosn, Rodaina Aboul; Shahin, Mohamed

Elsevier - Health Sciences Division

04/2026

500

Mole

Inglês

9780443277085

Pré-lançamento - envio 15 a 20 dias após a sua edição

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Part I: Numerical Modelling and Analysis
1. Finite Element Method (FEM) and Finite Difference Method (FDM)
2. Discrete Element Method (DEM) and DEM-FEM Coupling
3. Emerging Computational Techniques
4. Hybrid Numerical Methods and Future Directions

Part II: Stochastic, Probabilistic and Reliability Analyses
5. Stochastic Methods in Geotechnical Engineering
6. Probabilistic Approaches to Soil Characterization
7. Reliability Analysis in Geotechnical Design
8. Risk Assessment and Management in Geotechnical Projects

Part III: Artificial Intelligence and Machine Learning
9. Machine Learning Algorithms for Geotechnical Data Analysis
10. AI-Based Predictive Models for Soil Behavior and Properties
11. AI in Geotechnical Risk and Decision-Making
12. Data-Driven Approaches for Soil Classification and Site Characterization
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Geomechanics; Computational Geomechanics; Geotechnical Engineering; Soil Mechanics; Rock Mechanics; Stochastic Analysis; Reliability Analysis; Artificial Intelligence; Machine learning; Numerical Modelling Techniques