Zhengfa Bi

Deep learning for multidimensional seismic impedance inversion

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

Sensing prior constraints in deep neural networks for solving exploration geophysical problems

Xinming Wu, Jianwei Ma, Xu Si et al. · Proceedings of the National Academy of Sciences · 2023 · 91 citations · Full text

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +18

Deep Relative Geologic Time: A Deep Learning Method for Simultaneously Interpreting 3‐D Seismic Horizons and Faults

Zhengfa Bi, Xinming Wu, Zhicheng Geng et al. · Journal of Geophysical Research Solid Earth · 2021 · 75 citations

Geometric Learning, Convolutional Neural Network, Engineering +24

DeepISMNet: three-dimensional implicit structural modeling with convolutional neural network

Zhengfa Bi, Xinming Wu, Zhaoliang Li et al. · Geoscientific model development · 2022 · 31 citations · Full text

Geometric Learning, Convolutional Neural Network, Cognitive Science +14

A Multi-Task Learning Method for Relative Geologic Time, Horizons, and Faults With Prior Information and Transformer

Jiarun Yang, Xinming Wu, Zhengfa Bi et al. · IEEE Transactions on Geoscience and Remote Sensing · 2023 · 26 citations

Artificial Intelligence, Geometric Learning, Convolutional Neural Network +23