Yuanyuan Chen

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

Fluid and lithofacies prediction based on integration of well-log data and seismic inversion: A machine-learning approach

Luanxiao Zhao, Caifeng Zou, Yuanyuan Chen et al. · Geophysics · 2021 · 69 citations

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

A comparison of machine learning methods to predict porosity in carbonate reservoirs from seismic-derived elastic properties

Caifeng Zou, Luanxiao Zhao, Fei Hong et al. · Geophysics · 2022 · 30 citations

Automated diagnosis of neonatal encephalopathy on aEEG using deep neural networks

Jingling Wang, Rong Ju, Yuanyuan Chen et al. · Neurocomputing · 2020 · 16 citations

Convolutional Neural Network, Deep Neural Networks, Engineering +12