Advances in Computational Geomechanics
Elsevier - Health Sciences Division (Verlag)
978-0-443-27708-5 (ISBN)
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Beyond foundational techniques, the book discusses hybrid numerical strategies and emerging trends that promise to further transform computational geomechanics. It highlights practical applications and decision-making tools powered by AI, making it an essential reference for engineers, researchers, and practitioners aiming to enhance geomechanical analyses and design. With its comprehensive coverage, this volume is ideal for professionals seeking to stay at the forefront of computational methods in geotechnical engineering.
Professor Mohamed Shahin is a Professor of Geotechnical Engineering at Curtin University, Australia. He received his BSc and MSc from Cairo University (Egypt) and his PhD from the University of Adelaide (Australia). He has over 25 years of academic and industrial experience with research interests spanning Computational Geomechanics, Ground Improvement and Railway Track Geo-technology. Professor Shahin currently serves as Editor and Associate Editor for a few international Journals, including Geosciences (MDPI, Switzerland), Georisk (ASCE), Geotechnical and Geological Engineering (Springer Publishing) and Frontiers in Built Environment (Frontiers). He is also a Board Member of several societies, including the Australian Geomechanics Society and the American Society of Civil Engineers (Australia Section), and he is also an Elected Fellow Member of the American Society of Civil Engineers and Engineers Australia. Dr. Rodaina Aboul Hosn is an academic and entrepreneur with a diverse background in academia and industry. She is currently Assistant Professor of Geotechnical Engineering at the Australian University (Kuwait) and Adjunct Research Fellow at Curtin University (Australia). She received her BSc in Civil Engineering from the Lebanese University in Beirut (Lebanon), MSc in Geotechnical Engineering from Lille 1 University, Science and Technology (France) and PhD in Materials, Mechanics and Civil Engineering from Grenoble Alpes University (France). Driven by a passion for innovation and technological advancement in the construction industry, Dr. Rodaina Aboul Hosn is also the visionary Founder and CEO of ConstrucTech Services, headquartered in Dubai.
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
| Erscheint lt. Verlag | 1.4.2026 |
|---|---|
| Reihe/Serie | Earth Observation |
| Verlagsort | Philadelphia |
| Sprache | englisch |
| Maße | 152 x 229 mm |
| Themenwelt | Mathematik / Informatik ► Informatik |
| Naturwissenschaften ► Geowissenschaften ► Geologie | |
| ISBN-10 | 0-443-27708-7 / 0443277087 |
| ISBN-13 | 978-0-443-27708-5 / 9780443277085 |
| Zustand | Neuware |
| Informationen gemäß Produktsicherheitsverordnung (GPSR) | |
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