Proceedings of the American Society for Composites 40th Technical Conference, Volume I
Architectures and Design Methodologies
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Beschreibung
This book presents the proceedings of the American Society for Composites 40th Technical Conference. This volume is a concise collection of cutting-edge research focusing on Artificial Intelligence (AI), Machine Learning (ML), Uncertainty Quantification (UQ), architected composites, and advanced design and manufacturing in composite materials. The volume presents innovative applications such as predictive modeling of composite failures using AI and ML, developing architected composites like auxetic materials and nanocomposites, and exploring advanced manufacturing techniques, including additive manufacturing and friction drilling. This collection is valuable for professionals seeking to deepen their understanding of modern composite materials design and analysis approaches. This volume describes the state-of-the-art research on AI/ML for composite design, architected composites, UQ, and advanced manufacturing techniques in composite materials.
This book presents the proceedings of the American Society for Composites 40th Technical Conference. This volume is a concise collection of cutting-edge research focusing on Artificial Intelligence (AI), Machine Learning (ML), Uncertainty Quantification (UQ), architected composites, and advanced design and manufacturing in composite materials. The volume presents innovative applications such as predictive modeling of composite failures using AI and ML, developing architected composites like auxetic materials and nanocomposites, and exploring advanced manufacturing techniques, including additive manufacturing and friction drilling. This collection is valuable for professionals seeking to deepen their understanding of modern composite materials design and analysis approaches. This volume describes the state-of-the-art research on AI/ML for composite design, architected composites, UQ, and advanced manufacturing techniques in composite materials.
Presents latest advances in various aspects of composite materials, ensuring concise collection of cutting-edge research Covers innovative computational methods as well as experimental methods and ongoing research Discusses applications related to composites in space, structures, energy, and more, highlighting real-world uses
Autor*in
Navid Zobeiry
Themen in »Proceedings of the American Society for Composites 40th Technical Conference, Volume I«
Composite Materials AI/ML in Composites Process Modeling Performance Prediction Uncertainty Quantification Gaussian Process Regression Bayesian Optimization Deep Neural Networks Hybrid Physics-Informed Frameworks Architected Materials Simulation-Based Optimization Additive manufacturing