Senlin Yang

Deep-Learning Inversion of Seismic Data

Shucai Li, Bin Liu, Yuxiao Ren et al. · IEEE Transactions on Geoscience and Remote Sensing · 2019 · 353 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +17

Deep-learning seismic full-waveform inversion for realistic structural models

Bin Liu, Senlin Yang, Yuxiao Ren et al. · Geophysics · 2020 · 106 citations

Convolutional Neural Network, Engineering, Machine Learning +17

A Physics-Based Neural-Network Way to Perform Seismic Full Waveform Inversion

Yuxiao Ren, Xinji Xu, Senlin Yang et al. · IEEE Access · 2020 · 71 citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +19

Unsupervised Deep Learning for Random Noise Attenuation of Seismic Data

Bin Liu, Jinghang Yue, Zhiwu Zuo et al. · IEEE Geoscience and Remote Sensing Letters · 2021 · 39 citations

Convolutional Neural Network, Image Analysis, Machine Learning +15

Physics-driven self-supervised learning system for seismic velocity inversion

Bin Liu, Peng Jiang, Qingyang Wang et al. · Geophysics · 2022 · 36 citations