基于机器学习的中厚板变形抗力模型建模与应用

冀秀梅, 侯美伶, 王龙, 刘玠, 高克伟

Modeling and Application of Deformation Resistance Model for Medium and Heavy Plate Based on Machine Learning

JI Xiumei, HOU Meiling, WANG Long, LIU Jie, GAO Kewei

图7 Deep_RM和Deep_All预测值分别与RM真实值的偏差绝对值分布对比

Fig.7 Comparisons of the distribution of the absolute value of the deviation between the true value of RM deformation resistance and the predicted value obtained by Deep_RM (a) and Deep_All (b) ( $|Δ y|$ —absolute value of the deviation between the true value and predicted value)