A deep learning-enhanced framework for multiphysics joint inversion

Y Hu, X Wei, X Wu, J Sun, J Chen, Y Huang, J Chen - Geophysics, 2023 - library.seg.org
Joint inversion has drawn considerable attention due to the availability of multiple
geophysical data sets, ever-increasing computational resources, the development of …

Unsupervised VSP up-and downgoing wavefield separation via dual convolutional autoencoders

C Lu, Z Mu, J Zong, T Wang - IEEE Transactions on Geoscience …, 2023 - ieeexplore.ieee.org
Vertical seismic profiling (VSP) is widely applied in the field of seismic exploration to deliver
high-quality subsurface images and enable quantitative characterization around the …

Self-supervised learning for seismic swell noise removal

Y Zi, S Wang, P Yuan, X Wu, J Chen… - … International Meeting for …, 2022 - library.seg.org
Swell noise removal in exploration geophysics is an essential and the first step in the
processing sequence of marine seismic data processing. However, removing this …