程国建

2026

A Sensor-Aware Decoupled Learning Framework for Robust Multi-Scale Time-Series Forecasting in Oil Production Systems

Sensors

DOI

2026

A frequency-enhanced BiLSTM–Transformer hybrid model for oil well production forecasting

Measurement Science and Technology

DOI

2026

Research on Oil Production Forecasting Based on an LSTM-Transformer Hybrid Model

DOI

2026

Single well Production Forecasting Method Based on Physical Constraints Graph Attention Networks

DOI

2026

LMSD-BiLSTM: A Physics-Inspired Multi-Scale Soft Decomposition Network for Deep-Sea Oil Well Anomaly Detection

DOI

2025

基于岩石薄片图像与改进EfficientNet建模的岩性识别方法

《西安石油大学学报(自然科学版)》

2025

非监督学习分割多源偏光信息融合的岩石薄片图像

《计算机技术与发展》

DOI

2025

An Oil Field Well Site Personnel Safety Gear Detection Algorithm Based on Improved YOLOv8

International Conference on Intelligent Computing and Signal Processing (ICSP)

DOI

2025

Sandstone Thin-section Image Segmentation Method based on RCF-UNet

International Conference on Intelligent Computing and Signal Processing (ICSP)

DOI

2025

Lightweight-Improved YOLOv8 for Mineral Detection in Rock Thin Section Images

International Conference on Intelligent Computing and Signal Processing (ICSP)

DOI

2025

Oil Spill Detection based on Improved YOLOv11

International Conference on Intelligent Computing and Signal Processing (ICSP)

DOI

2024

基于超像素标注的岩石薄片图像训练数据

《信息技术与信息化》

2024

基于YOLOv8的井场设施安全实时监测新算法

《石油工业技术监督》

2024

基于改进YOLOv5的井场作业风险智能识别与分类

《石油工业技术监督》

2024

基于改进的YOLOv7油田井场压力表小目标识别

《西安石油大学学报(自然科学版)》

2023

A Two‐Archive Algorithm with Interactive Mechanism for Many‐Objective Optimization

Mathematical Problems in Engineering

DOI

2022

基于遗传算法的GRU神经网络采油量预测

《信息技术与信息化》

2022

结合SKNet与U-Net的盐体识别方法

《油气地质与采收率》

2022

Research on Seismic Signal Noise Reduction Algorithm based on Deep Learning

International Conference on Intelligent Computing and Signal Processing (ICSP)

DOI

2021

基于SinGAN的岩石薄片图像超分辨率重建

《西安石油大学学报(自然科学版)》

2021

基于SqueezeNet卷积神经网络的岩石薄片图像分类研究

《矿物岩石》

DOI

2021

A Brief Overview of Deep Learning and Memristor

Journal of Physics Conference Series

DOI

2020

机器学习的可解释性综述

《智能计算机与应用》

2020

Super-resolution Reconstruction of Rock Thin-Section Image based on SinGAN

IEEE Joint International Information Technology and Artificial Intelligence Conference (ITAIC)

DOI

2020

Survey of image segmentation methods based on clustering

IEEE International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)

DOI

2020

Rock Image Automatic Annotation based on Deep Neural Network

IEEE Information Technology and Mechatronics Engineering Conference (ITOEC)

DOI

2019

基于K-Means的颜色量化算法在岩石图像预处理中的应用

《西安石油大学学报(自然科学版)》

2018

人工智能打开智慧城市更多应用场景

《西部大开发》

2018

基于深度信念网络的岩石粒度分类

《西安石油大学学报(自然科学版)》

2018

深度回声状态网络概述

《电子科技》

2018

卷积神经网络在岩石薄片图像检索中的应用初探

《智能计算机与应用》

2018

FCM聚类算法在岩石图像分析中的应用

《智能计算机与应用》

2018

Rock Images Analysis of FCM Clustering Algorithm Based on Weighted Color Texture Features

Journal of Physics Conference Series

DOI

2018

Research on Feasibility of Convolution Neural Networks for Rock Thin Sections Image Retrieval

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference (IMCEC)

DOI

2018

An Overview of China Intelligent Digital Oilfields Development in 2017

DOI

2017

聚类分析在岩石图像中的应用研究

《电脑知识与技术》

2017

深度信念网络应用于图像分类的可行性研究

《电脑知识与技术》

2017

基于SIFT和SURF的岩石铸体薄片图像特征匹配

《电脑知识与技术》

2017

基于卷积神经网络的岩石图像分类

《西安石油大学学报(自然科学版)》

2017

Two-archive method for aggregation-based many-objective optimization

Information Sciences

DOI

2017

Rock images classification by using deep convolution neural network

Journal of Physics Conference Series

DOI

2016

深度学习算法应用于岩石图像处理的可行性研究

《软件导刊》

2016

基于铸体薄片图像颜色空间与形态学梯度的岩石分类

《中南大学学报(自然科学版)》

2016

从浅层网络到深度网络的图像分类研究综述

《计算机与数字工程》

2016

K-means聚类算法在Spark平台上的应用

《软件导刊》

2016

Rock Thin Section Image Classification Research from Shallow Network to Deep Neural Network

Advances in intelligent systems research/Advances in Intelligent Systems Research

DOI

2016

Splicing and display of massive rock thin section images

IEEE Advanced Information Management, Communicates, Electronic and Automation Control Conference

DOI

2015

基于三维U系统矩的岩石渗透率相关性分析

《电脑知识与技术》

2015

基于SVM的岩石薄片图像分类

《科技创新与应用》

2015

基于神经网络的测井曲线砂体解释与应用研究

《测井技术》

2015

Rock Casting Slice Image Based 3D Digital Core Reconstruction

Advances in intelligent systems research/Advances in Intelligent Systems Research

DOI

2014

大数据崛起与数据挖掘刍议

《电脑知识与技术》

2014

Image Segmentation Using FCM Optimized by Quantum Immune Clone Algorithm

International Conference on Intelligent Systems Design and Engineering Applications

DOI

2014

Application of Artificial Intelligence on Black Shale Lithofacies Prediction in Marcellus Shale, Appalachian Basin

Unconventional Resources Technology Conference (URTeC)

DOI

2014

Building a High Efficient and Intelligent Digital Oilfield Water Injection System

2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications

DOI

2014

Rock Classification Based on Images Color Spaces and Artificial Neural Network

2014 Fifth International Conference on Intelligent Systems Design and Engineering Applications

DOI

2014

Research of Sandstone Reservoir Physical Properties Estimation Based on Elman Neural Networks with Hybrid Dimensionality Reduction

2013

The application of improved NeuroEvolution of Augmenting Topologies neural network in Marcellus Shale lithofacies prediction

Computers & Geosciences

DOI

2013

Drilling Cost Prediction Based on Self-adaptive Differential Evolution and Support Vector Regression

Lecture notes in computer science

DOI

2012

Oil Well Placement Optimization Using Niche Particle Swarm Optimization

International Conference on Computational Intelligence and Security (CIS)

DOI

2012

An Application of RBF Neural Networks for Petroleum Reservoir Characterization

Global Congress on Intelligent Systems

DOI

2012

Image Segmentation Based on Ball Vector Machine

International Conference on Computer Science and Service System

DOI

2012

The application of Ball Vector Machine for image segmentation

Workshop on Autonomic Communication

2012

Lithofacies Recognition Based on Extreme Learning Machine

DOI

2011

Application of Evolutionary Neural Networks for Well-logging Recognition in Petroleum Reservoir

International Conference on Computational Intelligence and Security (CIS)

DOI

2011

Study on the favorable facies evaluation and reservoir distribution by logging data

DOI

2010

极限学习机与支持向量机在储层渗透率预测中的对比研究

《计算机工程与科学》

2010

基于进化神经网络的油气层识别研究

《信息技术》

2010

极限学习机在岩性识别中的应用

《计算机工程与设计》

2010

结合粗糙集与支持向量回归进行油藏物性参数预测

《计算机工程与设计》

2010

A survey of some classic self-organizing maps with incremental learning

International Conference on Signal Processing Systems (ICSPS)

DOI

2010

Some classical constructive neural networks and their new developments

International Conference on Educational and Network Technology (ICENT)

DOI

2010

Notice of Retraction: Petroleum reservoir parameters prediction by combination of rough set and Support Vector Regression

International Conference on Computer Engineering and Technology

DOI

2010

Petroleum Lithology Discrimination Based on PSO-LSSVM Classification Model

DOI

2010

Recognition of oil and gas formation base on evolutionary neural network

Information technology newsletter

2010

Predicting the PVT Properties of Crude-oil Based on Support Vector Regression

Computer Knowledge and Technology

2010

The Research of Information and Power Transmission Property for Intelligent Drillstring

2010 Second International Conference on Information Technology and Computer Science

DOI

2010

An overview of some classical Growing Neural Networks and new developments

International Conference on Education Technology and Computer

DOI

2009

Comparison of Extreme Learning Machine with Support Vector Regression for Reservoir Permeability Prediction

International Conference on Computational Intelligence and Security (CIS)

DOI

2009

Identification of oil and gas reservoirs based on emergent self-organizing feature maps

Journal of Xi'an Shiyou University

2009

Fitting Virtual Magnetic Resonance Logs Using Neural Networks Method

Microelectronics & Computer

2008

神经计算与生长自组织网络

2008

基于涌现自组织映射的聚类分析与可视化处理

《微计算机信息》

2008

BP Artificial Neural Networks for the Remaining Oil Prediction

Computer Knowledge and Technology

2008

The Logging Lithological Identification by Using Self-organizing Feature Map Neural Networks

Computer Knowledge and Technology

2008

Towards Growing Self-Organizing Neural Networks with Fixed Dimensionality

2007

RBF神经网络在储层表征中的应用研究

《计算机工程与应用》

2007

人工神经网络在油藏数据训练中的应用

《石油矿场机械》

2007

BRF neural networks for petroleum reservoir characterization

Computer Engineering and Applications Journal

2007

Neural Network Optimization Based on Genetic Algorithms

Computer Technology and Development

2007

Application on Neuron-fuzzy Hybrid System for Log Reservoir Identification

Oil Field Equipment

2007

2 Double Growing Neural Gas 2 . 1 The Mechanism of DGNG

2006

Image Color Reduction Based on Self-Organizing Maps and Growing Self-Organizing Neural Networks

International Conference on Hybrid Intelligent Systems (HIS)

DOI

2006

On Growing Self - Organizing Neural Networks without Fixed Dimensionality

DOI

2006

Rapid Training for Self-Organizing Neural Networks with Incremental

International Conference on Intelligent Systems Design and Applications (ISDA)

DOI

2006

Soft Competitive Learning and Growing Self-Organizing Neural Networks for Pattern Classification

International Symposium on Symbolic and Numeric Algorithms for Scientific Computing (SYNASC)

DOI

2002

Incremental learning of self-organizing variable topology neural networks

2001

Externally Growing Cell Structures for Data Evaluation of Chemical Gas Sensors

Neural computing & applications (Print)

DOI

2000

Double Growing Neural Gas for Disease Diagnosis

Conference on Artificial Neural Networks in Medicine and Biology

DOI

2000

Externally Growing Cell Structures for Pattern Classification

1999

Multiple Growing Cell Structures

2018

A Review of the Open Forum for Intelligent Digital Oil Fields in 2018

2018 8th International Conference on Education,Management,Computer and Society(EMCS 2018)

2012

构建高效智能化的数字油田注水系统

《第二届信息化创新克拉玛依国际学术论坛论文集》

2011

人工智能与软件工程的交叉领域及其发展趋势

Proceedings of 2011 2ND International Conference on Innovative Computing and Communication and 2011 Asia-Pacific Conference on Information Technology and Ocean Engineering(CICC-ITOE 2011 V3)

2010

数字油田云计算负载均衡的多智能体遗传算法解决方案初探

《首届信息化创新克拉玛依国际学术论坛论文集》

2009

核向量机在大规模机器学习中的应用

《第十一届中国青年信息与管理学者大会》