Numerical Modeling of Nanoparticle Transport in Porous Media
MATLAB/PYTHON Approach
- 1st Edition - June 17, 2023
- Latest edition
- Author: Mohamed F. El-Amin
- Language: English
Numerical Modeling of Nanoparticle Transport in Porous Media: MATLAB/PYTHON Approach focuses on modeling and numerical aspects of nanoparticle transport within single- and two-p… Read more
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Description
Description
Numerical Modeling of Nanoparticle Transport in Porous Media: MATLAB/PYTHON Approach 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.
Key features
Key features
- 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
Readership
Readership
Table of contents
Table of contents
2. Dimensional Analysis and Analytical Solutions
3. Spatial Numerical Discretization Methods
4. Temporal Numerical Discretization Schemes
5. Iterative Schemes and their Convergence
6. Nanoparticles Transport in Fractured Porous Media
7. Nanoparticles Transport in Anisotropic Porous Media
8. Magnetic Nanoparticles Transport in Porous Media
9. Nano-Ferrofluids Transport in Porous Media
10. Other Nanoparticles Transport Interaction
11. Machine Learning (ML) Techniques for Nanoparticles Transport
12. Applications on Nanoparticles in Porous Media
Product details
Product details
- Edition: 1
- Latest edition
- Published: June 19, 2023
- Language: English
About the author
About the author
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Mohamed F. El-Amin
Dr. Mohamed F. El-Amin is a Full Professor of Applied Mathematics and Computational Sciences at Effat University, Saudi Arabia. He is also a Visiting Professor at King Abdullah University of Science and Technology, Saudi Arabia, and is a Full Professor at Aswan University, Egypt. As a mathematician, he has over 25 years of research experience in the field of computational sciences, applied mathematics, transport in porous media, heat/mass transfer, fluid dynamics, turbulence, reservoir simulation, and other aspects of complex systems. After obtaining his PhD in 2001, he held research positions in several universities including South Valley University (Egypt), Stuttgart University (Germany), Kyushu University (Japan), and KAUST. Dr. El-Amin is the editor of several journal special issues and the editor of books including Numerical Modeling of Nanoparticle Transport in Porous Media: MATLAB/Python Approach, Elsevier.
Dr. El-Amin's key areas of research are computational mathematics and fluid flow modeling, with applications in several areas - including but not limited to reservoir simulation, transport phenomena, nanofluids flow, multiphase flow, transport in porous media, heat and mass transfer, hydrogen energy, boundary layer flow, magnetohydrodynamics, and non-Newtonian fluids.