严哲｜中国地质大学(武汉)｜学者主页

2026

一种改进的LSTM横波预测方法：以塔河油田缝洞储层为例

韩高松，蒋林，邓光校，王震，王明，文欢，张长建，刘军，严哲

《地质科技通报》

2026

Small‐Scale Strike‐Slip Fault Identification Method Based on Deep Learning

Haiying Li, Zhe Yan, Jiankun Jing, Hao Yan, Maohui Liao, Moyuan Zhou, Wei Gong, Hanming Gu

Geophysical Prospecting

DOI

2026

Suppressing Ghost Artifacts in Pre-Stack Angle Gathers Using a Pre-Established U-Net Trained With Local Stacked Depth Images

Bingkai Han, Jiankun Jing, W. Mao, Zhe Yan, Shao-Yong Liu, Guo-Xin Chen

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

碳酸盐岩缝洞储层“串珠”相位响应的影响机制研究

南舒，廖茂辉，桂文杰，李弘艳，严哲，顾汉明

《工程地球物理学报》

2025

Characterizing PS Imaging Conditions of Elastic Reverse Time Migration Through an Angle-Domain Comparative Analysis

Bingkai Han, W. Ouyang, W. Mao, Hanming Gu, Shao-Yong Liu, Zhe Yan

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

Time‐Domain‐Normalized Cross‐Correlation Denoising Method for Single‐Frequency Interference in Seismic Data

Song Chen, Lian Liu, Xuejing Zheng, Zhe Yan, Bao-Min Zhang

Geophysical Prospecting

DOI

2025

3-D Seismic Fault Detection Using Fault Orthogonal Annotation and Barely Supervised Learning

Zheng Zhang, Zhe Yan, Haiying Li, Jiankun Jing, Hao Yan, Hanming Gu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2025

A Data‐Driven High‐Resolution Imaging Based on the Cost‐Effective Construction of Point‐Spread Functions

Zhi-Kang Zhou, Shao-Yong Liu, Wenjun Ni, Zhe Yan, Hanming Gu, Bin Zhang

Geophysical Prospecting

DOI

2024

基于循环一致性对抗网络的地震断层训练样本合成方法研究

张永升，李海英，刘军，张政，严哲，顾汉明

《石油物探》

2024

Synthesizing a realistic seismic training data set incorporating prior geological patterns and seismic imaging features for supervised CNN-based intracratonic strike-slip fault detection

Jiankun Jing, Zhe Yan, Wei Gong, Haiying Li, Zheng Zhang, Hanming Gu

Geophysics

DOI

2024

Enhancing the seismic response of faults by using a deep learning‐based method

Hao Yan, Zhe Yan, Jiankun Jing, Zheng Zhang, Haiying Li, Hanming Gu, Shao-Yong Liu

Geophysical Prospecting

DOI

2024

Deghosting in Depth Image Domain Using a PSF-Trained U-Net

Bingkai Han, Jiankun Jing, Zhe Yan, W. Mao, Hanming Gu

IEEE Transactions on Geoscience and Remote Sensing

DOI

2024

3D seismic intelligent prediction of fault-controlled fractured-vuggy reservoirs in carbonate reservoirs based on deep learning method

Zong-Jie Li, Haiying Li, Jun Liu, Guang-Xiao Deng, Hanming Gu, Zhe Yan

Journal of Geophysics and Engineering

DOI

2023

Deep carbonate fault–karst reservoir characterization by multi‐task learning

Zheng Zhang, Haiying Li, Zhe Yan, Jiankun Jing, Hanming Gu

Geophysical Prospecting

DOI

2023

Generating Paired Seismic Training Data with Cycle-Consistent Adversarial Networks

Zheng Zhang, Zhe Yan, Jiankun Jing, H. Gu, Haiying Li

Remote Sensing

DOI

2022

Fault detection using a CNN trained with PSF-Convolution-based samples

Jiankun Jing, Zhe Yan, Zheng Zhang, H. Gu, Bing-Kai Han

Geophysics

DOI

2022

Angle Domain Illumination Compensated Full Waveform Inversion

Jingrui Luo, Zhe Yan, Ru-Shan Wu, Guoxin Chen, Xingguo Huang

IEEE Transactions on Geoscience and Remote Sensing

DOI

2021

地震资料断层智能识别方法与应用

严哲

《中国地质大学出版社》

2021

Deep learning for multitrace sparse-spike deconvolution

Xintao Chai, G. Tang, Kai Lin, Zhe Yan, H. Gu, Rong-Hua Peng, Xiao-Dong Sun, Wen-Jun Cao

DOI

2021

Imaging conditions for elastic RTM: A comparative investigation in angle domain

Bing-Kai Han, H. Gu, Shao-Yong Liu, Zhe Yan

First International Meeting for Applied Geoscience & Energy Expanded Abstracts

DOI

2021

Improving Performance of Seismic Fault Detection by Fine-Tuning the Convolutional Neural Network Pre-Trained with Synthetic Samples

Zhe Yan, Zheng Zhang, Shao-Yong Liu

Energies

DOI

2021

An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging

Shao-Yong Liu, Zhe Yan, Wenting Zhu, Bing-Kai Han, H. Gu, Shan-Zheng Hu

Geophysical Prospecting

DOI

2021

An Effective Acoustic Impedance Imaging Based on a Broadband Gaussian Beam Migration

Shao-Yong Liu, Wenting Zhu, Zhe Yan, Peng Xu, Hua-Zhong Wang

Energies

DOI

2020

倾角域逆时偏移绕射波成像方法

汪天池，刘少勇，顾汉明，唐永杰，严哲

《石油地球物理勘探》

DOI

2020

基于残差网络与迁移学习的断层自动识别

张政，严哲，顾汉明

《石油地球物理勘探》

DOI

2020

True Amplitude Angle Gathers from Reverse Time Migration by Wavefield Decomposition at Excitation Amplitude Time

Zhe Yan, Yong-Long Yang, Shao-Yong Liu

Energies

DOI

2019

Imaging artefacts of artificial diving waves in reverse time migration: cause analysis in the angle domain and an effective removal strategy

Shao-Yong Liu, Zhe Yan, H. Gu, Yongjie Tang, Chun-Cheng Liu

Geophysical Prospecting

DOI

2019

Fault image enhancement using a forward and backward diffusion method

Zhe Yan, Shao-Yong Liu, H. Gu

Computational Geosciences

DOI

2019

Analyses on diving-wave imaging artifacts in RTM and an effective removal strategy based on wavelength-dependent smoothing

Bing-Kai Han, Zhe Yan, Yongjie Tang, Shao-Yong Liu, H. Gu

SEG technical program expanded abstracts

DOI

2018

基于波长平滑算子的逆时偏移回转波假象去除方法

唐永杰，宋桂桥，刘少勇，顾汉明，严哲

《石油地球物理勘探》

2018

Band-limited beam propagator and its application to seismic migration

Shao-Yong Liu, H. Gu, Bing-Kai Han, Zhe Yan, Dingjin Liu, Jie-Xiong Cai

Geophysics

DOI

2018

Wavelength-dependent Fresnel beam propagator and migration in VTI media

Bing-Kai Han, H. Gu, Shao-Yong Liu, Zhe Yan, Yongjie Tang, Chun-Cheng Liu

Journal of Applied Geophysics

DOI

2017

Q-compensated beam migration with multiscale Gabor transform

Shao-Yong Liu, H. Gu, Zhe Yan, Hui Li, Hua-Zhong Wang

DOI

2016

Full-wave seismic illumination and resolution analyses: A Poynting-vector-based method

Zhe Yan, Xiao-Bi Xie

DOI

2016

A Poynting vector-based illumination and resolution analysis method for full-wave RTM

Xiao-Bi Xie, Zhe Yan

DOI

2013

地球物理专业实习教学方法初探——以地震勘探为例

严哲

《教育教学论坛》

2013

基于各向异性扩散滤波的地震图像增强处理

严哲，顾汉明，蔡成国

《石油地球物理勘探》

2011

利用方向约束蚁群算法识别断层

严哲，顾汉明，蔡成国，穆星

《石油地球物理勘探》

2010

量子行为的粒子群算法在叠前AVO反演中的应用

严哲，顾汉明

《石油地球物理勘探》

2009

基于蚁群算法的非线性AVO反演

严哲，顾汉明，赵小鹏

《石油地球物理勘探》

2007

瑞雷波在探测地下防空洞的应用研究

朱翔鹏，张学强，严哲

《工程地球物理学报》

精选作品

期刊论文

一种改进的LSTM横波预测方法：以塔河油田缝洞储层为例

Small‐Scale Strike‐Slip Fault Identification Method Based on Deep Learning

Suppressing Ghost Artifacts in Pre-Stack Angle Gathers Using a Pre-Established U-Net Trained With Local Stacked Depth Images

碳酸盐岩缝洞储层“串珠”相位响应的影响机制研究

Characterizing PS Imaging Conditions of Elastic Reverse Time Migration Through an Angle-Domain Comparative Analysis

Time‐Domain‐Normalized Cross‐Correlation Denoising Method for Single‐Frequency Interference in Seismic Data

3-D Seismic Fault Detection Using Fault Orthogonal Annotation and Barely Supervised Learning

A Data‐Driven High‐Resolution Imaging Based on the Cost‐Effective Construction of Point‐Spread Functions

基于循环一致性对抗网络的地震断层训练样本合成方法研究

Synthesizing a realistic seismic training data set incorporating prior geological patterns and seismic imaging features for supervised CNN-based intracratonic strike-slip fault detection

Enhancing the seismic response of faults by using a deep learning‐based method

Deghosting in Depth Image Domain Using a PSF-Trained U-Net

3D seismic intelligent prediction of fault-controlled fractured-vuggy reservoirs in carbonate reservoirs based on deep learning method

Deep carbonate fault–karst reservoir characterization by multi‐task learning

Generating Paired Seismic Training Data with Cycle-Consistent Adversarial Networks

Fault detection using a CNN trained with PSF-Convolution-based samples

Angle Domain Illumination Compensated Full Waveform Inversion

地震资料断层智能识别方法与应用

Deep learning for multitrace sparse-spike deconvolution

Imaging conditions for elastic RTM: A comparative investigation in angle domain

Improving Performance of Seismic Fault Detection by Fine-Tuning the Convolutional Neural Network Pre-Trained with Synthetic Samples

An illumination‐compensated Gaussian beam migration for enhancing subsalt imaging

An Effective Acoustic Impedance Imaging Based on a Broadband Gaussian Beam Migration

倾角域逆时偏移绕射波成像方法

基于残差网络与迁移学习的断层自动识别

True Amplitude Angle Gathers from Reverse Time Migration by Wavefield Decomposition at Excitation Amplitude Time

Imaging artefacts of artificial diving waves in reverse time migration: cause analysis in the angle domain and an effective removal strategy

Fault image enhancement using a forward and backward diffusion method

Analyses on diving-wave imaging artifacts in RTM and an effective removal strategy based on wavelength-dependent smoothing

基于波长平滑算子的逆时偏移回转波假象去除方法

Band-limited beam propagator and its application to seismic migration

Wavelength-dependent Fresnel beam propagator and migration in VTI media

Q-compensated beam migration with multiscale Gabor transform

Full-wave seismic illumination and resolution analyses: A Poynting-vector-based method

A Poynting vector-based illumination and resolution analysis method for full-wave RTM

地球物理专业实习教学方法初探——以地震勘探为例

基于各向异性扩散滤波的地震图像增强处理

利用方向约束蚁群算法识别断层

量子行为的粒子群算法在叠前AVO反演中的应用

基于蚁群算法的非线性AVO反演

瑞雷波在探测地下防空洞的应用研究

会议论文

基于深度学习的地震走滑断裂带智能识别

基于正交标注与弱监督学习的断层智能识别

基于深度学习的地震断层响应增强和去噪方法研究

基于多任务学习的碳酸盐岩断溶储层识别——以塔里木盆地顺北4号断裂带为例

基于PSF建模的三维地震断层智能识别

水上地震映像震源多次波的压制

折射静校正在反射波多次覆盖技术中的应用

研究方向