Advances in Industrial Manufacturing and Materials Integrating a New Era of Computational Modeling and Machine Learning
Advances in Industrial Manufacturing and Materials: Integrating a New Era of Computational Modeling and Machine Learning
English | 2026 | ISBN: 1779640463 | 230 pages | True PDF,EPUB | 53.54 MB
Technologies for materials modeling play a key role in investigating, comprehending, and eventually forecasting the behavior of materials. This new volume presents a selection of studies on new advances, developments, and trends in industrial manufacturing and materials, exploring the new era of advanced materials, composites, nanomaterials, and advanced machining processes. The book also explores combining modern materials science with computer techniques such as artificial intelligence, machine learning, and other smart technologies.
The volume presents studies that showcase modeling and simulation of materials behavior as essential tools in industrial R&D, which assists in making decisions about the creation or improvement of new goods and production techniques. The volume discusses 2D and 3D computational modeling for new advanced materials, evaluating mechanical and optical properties, fiber-matrix interface in fiber-reinforced polymer (FRP) composites, mechanical and corrosion behavior of certain materials, techniques the management of waste materials, using machine learning for reliability prediction, and more.
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