4 citations · 4 across the 3 of their papers we have counts for
3 papers
physics.geo-ph2021★ 4 cited
CNN-tuned spatial filters for P- and S-wave decomposition and applications in elastic imaging
Wenlong Wang, Jianwei Ma, George A. McMechan
P- and S-wave decomposition is essential for imaging multi-component seismic data in elastic media. A data-driven workflow is proposed to obtain a set of spatial filters that are h…
eess.SP2021
Semi-supervised Impedance Inversion by Bayesian Neural Network Based on 2-d CNN Pre-training
Muyang Ge, Wenlong Wang, Wangxiangming Zheng
Seismic impedance inversion can be performed with a semi-supervised learning algorithm, which only needs a few logs as labels and is less likely to get overfitted. However, classic…
physics.geo-ph2018
Deep learning for denoising
Siwei Yu, Jianwei Ma, Wenlong Wang
Compared with traditional seismic noise attenuation algorithms that depend on signal models and their corresponding prior assumptions, removing noise with a deep neural network is…