Shangsheng Yan

Deep learning for multidimensional seismic impedance inversion

Xinming Wu, Shangsheng Yan, Zhengfa Bi et al. · Geophysics · 2021 · 95 citations

Deep Learning for Characterizing Paleokarst Collapse Features in 3‐D Seismic Images

Xinming Wu, Shangsheng Yan, Jie Qi et al. · Journal of Geophysical Research Solid Earth · 2020 · 62 citations

Convolutional Neural Network, Engineering, Machine Learning +21

A comparison of deep learning methods for seismic impedance inversion

Si-Bo Zhang, Hongjie Si, Xinming Wu et al. · Petroleum Science · 2022 · 42 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Seismic horizon extraction with dynamic programming

Shangsheng Yan, Xinming Wu · Geophysics · 2020 · 26 citations

Numerical Analysis, Horizon Picking, Engineering +16

Building subsurface models with horizon-guided interpolation and deep learning: Application to the Volve field data

Shangsheng Yan, Xiaoming Sun, Xinming Wu et al. · Geophysics · 2022 · 12 citations