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5 不同策略下损失函数变化曲线 (a) no regularization (b) early stopping and batch normalization

Fig.5 Change curves of loss function under different strategies (MSE—mean square error)