VIF-Net: Interface completion in full waveform inversion using fusion networks

Zixuan Deng, Qiong Xu, Fan Min, Yanping Xiang

Abstract: Highlights•First to map seismic waveforms to velocity model interfaces using deep learning.•Fuse intermediate velocity models with predicted interfaces using a fusion network.•Fourier transform disperses concentrated features in seismic waveforms.•Validate the approach’s effectiveness in interface completion and reconstruction.