基于全卷积残差收缩网络的地震波阻抗反演

王康, 刘彩云, 熊杰, 王永昌, 胡焕发, 康佳帅

Seismic wave impedance inversion based on the fully convolutional residual shrinkage network

WANG Kang, LIU Cai-Yun, XIONG Jie, WANG Yong-Chang, HU Huan-Fa, KANG Jia-Shuai

表1 不同残差块个数预测阻抗与真实阻抗的均方根误差

Table 1 Mean square error of predicted impedance and true impedance by different residual blocks

残差块个数 2 3 4 5 均方根误差 0.00052 0.00021 0.00027 0.00031