基于Res-UNet网络的井地电阻率法反演

周楠, 王智, 方思南, 张宇哲

A Res-UNet network-based method for borehole-to-surface electrical resistivity inversion

ZHOU Nan, WANG Zhi, FANG Si-Nan, ZHANG Yu-Zhe

表1 编码器部分不同通道数

Table 1 Encoder section with different channel numbers

Conv1 Res1 Conv2 Res2 Conv3 Res3 1 Conv(1,4) Res(4,4) Conv(4,16) Res(16,16) Conv(16,32) Res(32,32) 2 Conv(1,16) Res(16,16) Conv(16,32) Res(32,32) Conv(32,64) Res(64,64) 3 Conv(1,32) Res(32,32) Conv(32,64) Res(64,64) Conv(64,128) Res(128,128) 4 Conv(1,64) Res(64,64) Conv(64,128) Res(128,128) Conv(128,256) Res(256,256)