Fundamentals of Multiscale Modeling of Structural Materials
Language: English
Published by Elsevier, 2022
- Softcover
- New
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- Title
- Fundamentals of Multiscale Modeling of Structural Materials
- Author
- Xia, Wenjie (EDT); Pestana, Luis Ruiz (EDT)
- Publisher
- Elsevier
- Publication year
- 2022
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0128230215
- ISBN 13
- 9780128230213
Computational approaches based on artificial intelligence and machine learning methods as complementary tools to the physics-based multiscale techniques are discussed as are modeling techniques for additively manufactured structural materials. Special attention is paid to how these methods can be used to develop the next generation of sustainable, resilient and environmentally-friendly structural materials, with a specific emphasis on bridging the atomistic and continuum modeling scales for these materials.
- Synthesizes the latest cutting-edge computational multiscale modeling techniques for an array of structural materials
- Emphasizes the foundations of the field and offers practical guidelines for modeling material systems with well-established techniques
- Covers methods for calculating and analyzing mechanical, thermal and transport properties of various structural materials such as metals, cement/concrete, polymers, composites, wood, and more
- Highlights underlying theory, emerging areas, future directions and various applications of the modeling methods covered
- Discusses the integration of multiscale modeling and artificial intelligence
"Synopsis" may belong to another edition of this title.
About the Author
Luis Ruiz Pestana is an Assistant Professor in the Department of Civil, Architectural, and Environmental Engineering at the University of Miami. He obtained his PhD in Theoretical and Applied Mechanics from Northwestern University, and prior to joining University of Miami he was a postdoctoral fellow in the Chemical Sciences Division at Lawrence Berkeley National Laboratory and the Pitzer Center for Theoretical Chemistry at the University of California, Berkeley. He is an expert in a variety of molecular simulation techniques ranging from density functional theory to ab initio, classical, and coarse-grained molecular dynamics. He has organized and chaired multiple symposia at international conferences in molecular and multiscale modeling of materials and has published numerous articles in influential peer- reviewed journals.
"About the title" may belong to another edition of this title.
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