节点文献
人工神经网络在材料性能研究中的应用
Application of Artificial Neural Network in the Study of Material Properties
【摘要】 人工神经网络技术广泛应用于复杂系统的建模中,已成为材料科学研究中常用的建模方法。介绍了BP神经网络及其建模的重要特征,综述了神经网络技术在材料性能预测方面的研究情况。
【Abstract】 Artificial neural network (ANN) is widely applied to the modeling of complex systems, and now it has become a common modeling method in the study of materials science. In this paper, BP-ANN and its important characters are introduced in brief. The applications of ANN in the study of material, such as properties prediction, damage prediction and failure detection are reviewed.
- 【文献出处】 材料导报 ,Materials Review , 编辑部邮箱 ,2006年S2期
- 【分类号】TB30
- 【被引频次】15
- 【下载频次】613