An Improved Small-Sample Method Based on APSO-LSSVM for Gas-Bearing Probability Distribution Prediction From Multicomponent Seismic Data. - Jiuqiang Yang; Niantian Lin; Kai Zhang; Chao Fu; Yan Cui; Guihua Li (IEEE Geosci. Remote. Sens. Lett., 2023)

Gas-Bearing Prediction Using a Hybrid Method Based on a Combination of PCA-FastICA and CNN With the Attention Mechanism. - Jiuqiang Yang; Niantian Lin; Kai Zhang; Chao Fu; Gaoping Tian (IEEE Trans. Geosci. Remote. Sens., 2023)

An Intelligent Approach for Gas Reservoir Identification and Structural Evaluation by ANN and Viterbi Algorithm - A Case Study From the Xujiahe Formation, Western Sichuan Depression, China. - Kai Zhang; Niantian Lin; Jiuqiang Yang; Dong Zhang; Yan Cui; Zhiwei Jin (IEEE Trans. Geosci. Remote. Sens., 2023)

A Parametric Study of MPSO-ANN Techniques in Gas-Bearing Distribution Prediction Using Multicomponent Seismic Data. - Jiuqiang Yang; Niantian Lin; Kai Zhang; Lingyun Jia; Dong Zhang; Guihua Li; Jinwei Zhang (Remote. Sens., 2023)

Bathymetric Prediction and Uncertainty Quantification Using a Bayesian Deep Neural Network Based on Gravity Data. - Jiuqiang Yang; Chenguang Liu; Yanliang Pei; Pengyao Zhi; Niantian Lin; Long Ma (IEEE Geosci. Remote. Sens. Lett., 2025)

Quantifying Uncertainty in Gas-Bearing Prediction Using Multicomponent Seismic Data Derived From a Parallel Linked Bayesian Neural Network. - Jiuqiang Yang; Chenguang Liu; Xishuang Li; Yanliang Pei; Niantian Lin (IEEE Trans. Geosci. Remote. Sens., 2025)