Numerical Modeling of Nanoparticle Transport in Porous Media focuses on modeling and numerical aspects of nanoparticle transport within single- and two-phase flow in porous media. The book discusses modeling development, dimensional analysis, numerical solutions and convergence analysis. Actual types of porous media have been considered, including heterogeneous, fractured, and anisotropic. Moreover, different interactions with nanoparticles are studied, such as magnetic nanoparticles, ferrofluids and polymers. Finally, several machine learning techniques are implemented to predict nanoparticle transport in porous media. This book provides a complete full reference in mathematical modeling and numerical aspects of nanoparticle transport in porous media. It is an important reference source for engineers, mathematicians, and materials scientists who are looking to increase their understanding of modeling, simulation, and analysis at the nanoscale. Explains the major simulation models and numerical techniques used for predicting nanoscale transport phenomena Provides MATLAB codes for most of the numerical simulation and Python codes for machine learning calculations Uses examples and results to illustrate each model type to the reader Assesses major application areas for each model type INDICE: 1. Basic Concepts and Modeling Aspects2. Dimensional Analysis and Analytical Solutions3. Spatial Numerical Discretization Methods4. Temporal Numerical Discretization Schemes5. Iterative Schemes and their Convergence6. Nanoparticles Transport in Fractured Porous Media7. Nanoparticles Transport in Anisotropic Porous Media8. Magnetic Nanoparticles Transport in Porous Media9. Nano-Ferrofluids Transport in Porous Media10. Other Nanoparticles Transport Interaction 11. Machine Learning (ML) Techniques for Nanoparticles Transport12. Nanoparticle Applications
- ISBN: 978-0-323-90511-4
- Editorial: Elsevier
- Encuadernacion: Rústica
- Páginas: 330
- Fecha Publicación: 01/04/2023
- Nº Volúmenes: 1
- Idioma: Inglés