Youzhuang Sun

Gated recurrent unit neural network (GRU) based on quantile regression (QR) predicts reservoir parameters through well logging data

Zhengjun Yu, Youzhuang Sun, Junhua Zhang et al. · Frontiers in Earth Science · 2023 · 33 citations · Full text

Engineering, Computer Science, Petroleum Engineering +16

Porosity prediction through well logging data: A combined approach of convolutional neural network and transformer model (CNN-transformer)

Youzhuang Sun, Shanchen Pang, Junhua Zhang et al. · Physics of Fluids · 2024 · 31 citations · Full text

Engineering, Earth Sciences, Geological Engineering +13

The Bidirectional Gated Recurrent Unit Network Based on the Inception Module (Inception-BiGRU) Predicts the Missing Data by Well Logging Data

Youzhuang Sun, Junhua Zhang, Zhengjun Yu et al. · ACS Omega · 2023 · 28 citations · Full text

Engineering, Earth Sciences, Geology +13

Bidirectional Long Short-term Neural Network Based on the Attention Mechanism of the Residual Neural Network (ResNet–BiLSTM–Attention) Predicts Porosity through Well Logging Parameters

Youzhuang Sun, Junhua Zhang, Zhengjun Yu et al. · ACS Omega · 2023 · 23 citations · Full text

Engineering, Computer Science, Petroleum Engineering +15

Innovative lithology identification enhancement via the recurrent transformer model with well logging data

Youzhuang Sun, Shanchen Pang, Yongan Zhang · Geoenergy Science and Engineering · 2024 · 23 citations

Engineering, Earth Sciences, Time Series Analysis +9