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个人信息Personal Information
教授
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:力学与航空航天学院
学科:工程力学. 计算力学
办公地点:力学楼404
电子邮箱:lishouju@dlut.edu.cn
Parameter inversion of constitutive model of soil using neural networks
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论文类型:期刊论文
发表时间:2011-01-01
发表刊物:Advances in Intelligent and Soft Computing
收录刊物:EI、Scopus
卷号:105
页面范围:417-420
ISSN号:18675662
摘要:Neural network models are developed for estimating model parameters of conditioned soils in EBP shield. The parameter identification of nonlinear constitutive model of soil mass is based on an inverse analysis procedure, which consists of minimizing the objective function representing the difference between the experimental data and the calculated data of the mechanical model. The models are found to have good predictive ability and are expected to be very useful for estimating model parameters of conditioned soils in EBP shield. ? 2011 Springer-Verlag Berlin Heidelberg.