Minghui Xu

Porosity Prediction With Uncertainty Quantification From Multiple Seismic Attributes Using Random Forest

Caifeng Zou, Luanxiao Zhao, Minghui Xu et al. · Journal of Geophysical Research Solid Earth · 2021 · 71 citations

Engineering, Machine Learning, Spatial Uncertainty +21

Deep carbonate reservoir characterisation using multi-seismic attributes via machine learning with physical constraints

Yuanyuan Chen, Luanxiao Zhao, Jianguo Pan et al. · Journal of Geophysics and Engineering · 2021 · 52 citations · Full text

Geometric Learning, Engineering, Machine Learning +21

Joint use of multiseismic information for lithofacies prediction via supervised convolutional neural networks

Minghui Xu, Luanxiao Zhao, Shunli Gao et al. · Geophysics · 2022 · 30 citations

Porosity prediction from prestack seismic data via deep learning: incorporating a low-frequency porosity model

Jingyu Liu, Luanxiao Zhao, Minghui Xu et al. · Journal of Geophysics and Engineering · 2023 · 21 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Rock-physics-guided machine learning for shear sonic log prediction

Luanxiao Zhao, Jingyu Liu, Minghui Xu et al. · Geophysics · 2023 · 16 citations