Numerical Modeling of Nanoparticle Transport in Porous Media
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. It discusses modeling development, dimensional analysis, numerical solutions, and convergence analysis. Some 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. Numerical Modeling of Nanoparticle Transport in Porous Media 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. Explaining the major simulation models with the numerical techniques that are used for predicting nanoscale transport phenomen Providing MATLAB codes for most of the numerical simulation, and Python codes for machine learning calculations Using examples and results to illustrate each model type to the reader Assessing major application areas for each model type
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