Niantian Lin - Publications, H-index & Citations

Niantian Lin

Shandong University of Science and Technology

10H指数

31论文数

296被引数

收录论文 12

发表时间

Bathymetric Prediction and Uncertainty Quantification Using a Bayesian Deep Neural Network Based on Gravity Data 基于重力数据的贝叶斯深度神经网络水深预测与不确定性量化

ieee geoscience and remote sensing magazine

IF4.4

2025-01-01

PREAI

Jiuqiang Yang; Chenguang Liu; Yanliang Pei; Pengyao Zhi; Niantian Lin; Long Ma

Quantifying Uncertainty in Gas-Bearing Prediction Using Multicomponent Seismic Data Derived From a Parallel Linked Bayesian Neural Network 利用并行链式贝叶斯神经网络，基于多分量地震数据量化气藏预测中的不确定性

IEEE Transactions on Geoscience and Remote Sensing

IF8.6

2025-01-01

PREAI

Jiuqiang Yang; Chenguang Liu; Xishuang Li; Yanliang Pei; Niantian Lin

Deep learning CNN-APSO-LSSVM hybrid fusion model for feature optimization and gas-bearing prediction

PETROLEUM SCIENCE

IF6.1

2024-08-01

OAAI

Yang, Jiu-Qiang; Lin, Nian-Tian; Zhang, Kai; Cui, Yan; Fu, Chao; Zhang, Dong

Transfer learning-based hybrid deep learning method for gas-bearing distribution prediction with insufficient training samples and uncertainty analysis

ENERGY

IF9.4

2024-07-01

PREAI

Yang, Jiuqiang; Lin, Niantian; Zhang, Kai; Fu, Chao; Zhang, Chong

Distribution of Permian and Triassic strata in the Laoshan Uplift, Southern Yellow Sea, using seismic attributes 利用地震属性研究南黄海崂山隆起二叠系和三叠系地层的分布

MARINE AND PETROLEUM GEOLOGY

IF3.6

2024-06-01

PREAI

Lin, Niantian; Zhang, Kai; Chen, Jianwen; Yang, Jiuqiang; Jia, Lingyun

A data-driven workflow based on multisource transfer machine learning for gas-bearing probability distribution prediction: A case study

GEOPHYSICS

IF3.2

2023-07-01

PREAI

Yang, Jiuqiang; Lin, Niantian; Zhang, Kai; Ding, Renwei; Jin, Zhiwei; Wang, Deying

An Intelligent Approach for Gas Reservoir Identification and Structural Evaluation by ANN and Viterbi AlgorithmuA Case Study From the Xujiahe Formation, Western Sichuan Depression, China 基于人工神经网络和维特比算法的气藏识别和结构评价的智能方法 -- 以川西坳陷徐家河组为例

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Zhang, Kai; Lin, Niantian; Yang, Jiuqiang; Zhang, Dong; Cui, Yan; Jin, Zhiwei

An Improved Small-Sample Method Based on APSO-LSSVM for Gas-Bearing Probability Distribution Prediction From Multicomponent Seismic Data

ieee geoscience and remote sensing magazine

IF4.4

2023-01-01

PREAI

Yang, Jiuqiang; Lin, Niantian; Zhang, Kai; Fu, Chao; Cui, Yan; Li, Guihua

Gas-Bearing Prediction Using a Hybrid Method Based on a Combination of PCA-FastICA and CNN With the Attention Mechanism

IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

IF8.6

2023-01-01

PREAI

Yang, Jiuqiang; Lin, Niantian; Zhang, Kai; Fu, Chao; Tian, Gaoping

An approach for predicting geothermal reservoirs distribution using wavelet transform and self-organizing neural network: a case study of radon and CSAMT data from Northern Jinan, China

GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES

IF4.2

2022-09-14

PREAI

Zhang, Kai; Lin, Niantian; Wan, Xiaolei; Yang, Jiuqiang; Wang, Xiaodong; Tian, Gaopeng

Predicting gas-bearing distribution using DNN based on multi-component seismic data: Quality evaluation using structural and fracture factors

PETROLEUM SCIENCE

IF6.1

2022-08-01

OAAI

Zhang, Kai; Lin, Nian-Tian; Yang, Jiu-Qiang; Jin, Zhi-Wei; Li, Gui-Hua; Ding, Ren-Wei

ANN-based multicomponent seismic data-driven prediction of gas-bearing distribution

GEOMECHANICS AND GEOPHYSICS FOR GEO-ENERGY AND GEO-RESOURCES

IF4.2

2022-04-05

PREAI

Yang, Jiuqiang; Lin, Niantian; Zhang, Kai; Zhang, Chong; Ding, Renwei; Tian, Gaopeng; Jin, Zhiwei

研究方向