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Description
Unlock the power of AI and ML in engineering and applied sciences with this comprehensive guide by
Professor Muhammad Sahimi. From fluid dynamics to biological phenomena, discover cutting-edge
applications and insights that drive innovation in your field. 1 Introduction
2 General Discussions of Artificial Intelligence
3 Deep Convolutional and Other Types of Neural Networks
4 Generative Adversarial Networks
5 Applications to Simulating Hydrodynamics
6 Applications to Fluid Flow and Transport in Porous Media and Materials
7 Applications to Membranes (Polymeric, etc.)
8 Applications to Transport and Deformation in Heterogeneous Materials
9 Applications to Reconstruction of Heterogeneous Media
10 Applications to Molecular Dynamics and Development of Force Fields
11 Applications to Phase Transitions
12 Applications to Protein Folding and Other Biological Phenomena
13 Applications to Environmental Problems (Salt Precipitation, etc.)
14 Applications to Data Analysis and Discovering Governing Equations for a Given Dataset
Muhammad Sahimi, PhD, is a professor of chemical engineering and materials science at the
University of Southern California, USA. With over 40 years of experience, he specializes in porous
media, heterogeneous materials, and the application of AI and ML methods. He has published more
than 400 peer-reviewed articles and four books.
