Numerical Modeling of Nanoparticle Transport in Porous Media

MATLAB/PYTHON Approach

AvMohamed F. El-Amin

Häftad, Engelska, 2023

Del i serien Micro and Nano Technologies

1 898 kr

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Beskrivning

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.

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

Produktinformation

Utgivningsdatum:2023-06-19
Mått:191 x 235 x 25 mm
Vikt:450 g
Format:Häftad
Språk:Engelska
Serie:Micro and Nano Technologies
Antal sidor:430
Förlag:Elsevier Science
ISBN:9780323905114

Utforska kategorier

Maskinteknik och material inom Naturvetenskap och teknik

Mer om författaren

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.

Innehållsförteckning

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. Applications on Nanoparticles in Porous Media