Machine Learning Applied to Composite Materials(Composites Science and Technology)

机器学习在复合材料中的应用

材料科学基础学科

售   价:
1503.00
发货周期:国外库房发货,通常付款后3-5周到货!
出  版 社
出版时间
2023年11月30日
装      帧
平装
ISBN
9789811962806
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页      码
198
语      种
英文
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库存 30 本
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图书简介
This book introduces the approach of Machine Learning (ML) based predictive models in the design of composite materials to achieve the required properties for certain applications. ML can learn from existing experimental data obtained from very limited number of experiments and subsequently can be trained to find solutions of the complex non-linear, multi-dimensional functional relationships without any prior assumptions about their nature. In this case the ML models can learn from existing experimental data obtained from (1) composite design based on various properties of the matrix material and fillers/reinforcements (2) material processing during fabrication (3) property relationships. Modelling of these relationships using ML methods significantly reduce the experimental work involved in designing new composites, and therefore offer a new avenue for material design and properties. The book caters to students, academics and researchers who are interested in the field of material composite modelling and design.
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