薛维华｜辽宁工程技术大学｜学者主页

2026

Feature disentanglement and cross-domain synthesis via federated style transfer for Non-IID segmentation

Boyuan Ma, Yongfeng Chen, Jing Tan, Xiang Yin, Jing Qin, Haiyou Huang, Hao Wang, Weihua Xue, Xiaojuan Ban

Expert Systems With Applications，Vol. 296

DOI

2026

Structural design and performance enhancement of lead-free double perovskite Cs2AuBiCl6 photodetector

Wei-Qiang Yang, Jialiu An, Shijie Li, Weihua Xue

Materials Science and Engineering: B

DOI

2026

Self-discharge estimation for lithium-ion batteries based on formation data in production

Haoyuan Zheng, Shao-Bin Yang, Weihua Xue, Shouzhen Xiao, Ding Shen, Wei Dong, Xu Zhang

Engineering applications of artificial intelligence

DOI

2025

Application of the Improved YOLOv8 Algorithm for Small Object Detection in X-ray Weld Inspection Images

Wenwen Lu, Haoyuan Zheng, Shouzhen Xiao, Weihua Xue, Shao-Bin Yang

Journal of nondestructive evaluation

DOI

2025

Decoding Potassium Ion Desolvation States for Enhanced Electric Double-Layer Capacitance in Actual Porous Carbon.

Yingkai Xia, Wei Dong, Shao-Bin Yang, Shuang Wei, Ji-Jiang Liu, Zheng Liang, Xuanyi Zhu, Jiahang Ding, Xu Zhang, Shu-Wei Tang, Ding Shen, Xiao-Liang Wang, Weihua Xue, Haiyu Sun

Small

DOI

2025

Integration of machine learning with finite element analysis in materials science: a review

Chong Li, Shao-Bin Yang, Haoyuan Zheng, Yong Zhang, Lailei Wu, Weihua Xue, Ding Shen, Wenwen Lu, Zhien Ni, Meilin Liu, Lin He

Journal of Materials Science

DOI

2025

Skea-Topo: A skeleton-aware loss function for topologically accurate boundary segmentation

Chuni Liu, Boyuan Ma, Yujie Xie, Xiaojuan Ban, Haiyou Huang, Hao Henry Wang, Weihua Xue, Ke Xu

Pattern Recognition

DOI

2024

DeepMMP: Efficient 3D perception of microstructures from Serial Section Microscopic images

Changtai Li, Ruohui Jiang, Hao Wang, Weihua Xue, Guo Yu, Xiaojuan Ban

Computational Materials Science

DOI

2024

Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods

Chuni Liu, Boyuan Ma, Xiaojuan Ban, Yujie Xie, Hao Henry Wang, Weihua Xue, Jingchao Ma, Ke Xu

DOI

2023

Exploring separation mechanism of graphene slit-pore for N2/CH4 in coalbed methane via DFT and MD simulations approaches

Shuang Wei, Shao-Bin Yang, Xu Zhang, Shu-Wei Tang, Ding Shen, Weihua Xue, Wei Dong, Yingkai Xia, Shu-Lin Bai

Diamond and related materials

DOI

2023

Machine learning study on time–temperature–transformation diagram of carbon and low-alloy steel

Xiaoya Huang, Biao Zhang, Qiang Tian, Hong‐Hui Wu, Bin Gan, Zhongnan Bi, Weihua Xue, Asad Ullah, Hao Wang

Journal of Iron and Steel Research International

DOI

2023

Development of a machine learning model for prediction of continuous cooling transformation diagrams in welding heat-affected zone

Biao Zhang, Baigang Wang, Weihua Xue, Asad Ullah, Tianhao Zhang, Hao Wang

Journal of Materials Science

DOI

2023

Research on TTT Curve of Alloy structural Steel based on Machine Learning

Zhiyu Gao, Xianjin Fan, Tian Dong Xia, Weihua Xue, Sida Gao

Journal of Physics Conference Series

DOI

2022

Machine learning (deep learning) and visualization assisted ferrite content prediction in austenitic stainless steel

Sida Gao, Zhiyu Gao, Fei Zhao, Weihua Xue, Xianjin Fan

Materials Today Communications

DOI

2022

Boundary learning by using weighted propagation in convolution network

Wei Liu, Jiahao Chen, Chuni Liu, Xiaojuan Ban, Boyuan Ma, Hao Henry Wang, Weihua Xue, Yu Guo

Journal of Computational Science

DOI

2022

Deep learning based object tracking for 3D microstructure reconstruction

Boyuan Ma, Yuting Xu, Jiahao Chen, Pan Puquan, Xiaojuan Ban, Hao Henry Wang, Weihua Xue

Methods

DOI

2021

图像分割评估方法在显微图像分析中的应用

马博渊，姜淑芳，尹豆，申昊锴，班晓娟，黄海友，王浩，薛维华，封华

《工程科学学报》

2021

Experimental methodology and predictive tools in austenitic stainless steel with different ferrite content welds

Zhiyu Gao, Sida Gao, Yang Li, Xianjin Fan, Weihua Xue

Journal of Adhesion Science and Technology

DOI

2021

A hybrid machine learning model for predicting continuous cooling transformation diagrams in welding heat-affected zone of low alloy steels

Xiaoxiao Geng, Xinping Mao, Hong‐Hui Wu, Shuize Wang, Weihua Xue, Guanzhen Zhang, Asad Ullah, Hao Wang

Journal of Material Science and Technology

DOI

2020

基于深度学习和区域感知的多晶体显微组织图像分割方法

马博渊，刘楚妮，高鸣飞，班晓娟，黄海友，王浩，薛维华

《中国体视学与图像分析》

DOI

2020

纯铁退火组织中特大晶粒三维拓扑与取向特征的定量研究

王浩，薛维华，张一帆，刘国权

《金属热处理》

DOI

2020

基于虚拟现实技术的金属材料仿真实验系统

高志玉，何维，薛维华，卢俊辉

《中国体视学与图像分析》

DOI

2020

体素化三维晶粒组织中晶棱的可视化与定量表征——一种离散化三维空间曲线弧长的逼近测量方法

薛维华，王浩，刘国权，陈旭

《中国体视学与图像分析》

DOI

2020

高温预冷淬火工艺对中碳铌微合金钢性能的影响

薛维华，连亚鹏，魏海莲，毛云龙，施应伟，王浩

《金属热处理》

DOI

2020

Author Correction: Data augmentation in microscopic images for material data mining

Boyuan Ma, Xiaoyan Wei, Chuni Liu, Xiaojuan Ban, Haiyou Huang, Hao Henry Wang, Weihua Xue, Stephen Wu, Mingfei Gao, Qing Shen, Michele Mukeshimana, Adnan Omer Abuassba, Haokai Shen, Yanjing Su

npj Computational Materials

DOI

2020

Data augmentation in microscopic images for material data mining

Boyuan Ma, Xiaoyan Wei, Chuni Liu, Xiaojuan Ban, Haiyou Huang, Hao Henry Wang, Weihua Xue, Stephen Wu, Mingfei Gao, Qing Shen, Michele Mukeshimana, Adnan Omer Abuassba, Haokai Shen, Yanjing Su

npj Computational Materials

DOI

2020

Prediction of Continuous Cooling Transformation Diagrams for Ni-Cr-Mo Welding Steels via Machine Learning Approaches

Xiaoxiao Geng, Hao Wang, Asad Ullah, Weihua Xue, Song Xiang, Meng Li, Guang Ma

JOM

DOI

2020

A combined machine learning model for the prediction of time-temperature-transformation diagrams of high-alloy steels

Xiaoya Huang, Hao Wang, Weihua Xue, Asad Ullah, Song Xiang, Hailiang Huang, Meng Li, Guang Ma, Guanzhen Zhang

Journal of Alloys and Compounds

DOI

2019

Study on time-temperature-transformation diagrams of stainless steel using machine-learning approach

Xiaoya Huang, Hao Wang, Weihua Xue, Song Xiang, Hailiang Huang, Li Meng, Guang Ma, Asad Ullah, Guanzhen Zhang

Computational Materials Science

DOI

2019

Modeling of CCT diagrams for tool steels using different machine learning techniques

Xiaoxiao Geng, Hao Wang, Weihua Xue, Song Xiang, Hailiang Huang, Meng Li, Guang Ma

Computational Materials Science

DOI

2019

Finding new grain forms in three dimensions

Hao Wang, Weihua Xue, Minnan Feng, Guoquan Liu

Scientific Reports

DOI

2018

基于生产数据方差分析的齿轮热处理畸变规律

薛维华，王浩，李智超

《金属热处理》

2018

Topology characteristics of three-dimensional grains in polycrystalline materials

Hao Wang, Weihua Xue, Kang Ren-mu, Yifan Zhang, Guoquan Liu

Science China Technological Sciences

DOI

2018

Fast-FineCut: Grain boundary detection in microscopic images considering 3D information

Boyuan Ma, Xiaojuan Ban, Ya Su, Chuni Liu, Hao Wang, Weihua Xue, Yonghong Zhi, Di Wu

Micron

DOI

2017

材料显微组织数字化三维重建过程中分辨率的选择

薛维华，刘国权，张一帆，冯敏楠，齐琳，王浩

《中国体视学与图像分析》

2017

晶粒组织的三维模型构建与定量表征研究

薛维华

《北京科技大学》

2017

Reconstruction of three-dimensional grain structure in polycrystalline iron via an interactive segmentation method

Min-nan Feng, Yu-cong Wang, Hao Wang, Guoquan Liu, Weihua Xue

International Journal of Minerals Metallurgy and Materials

DOI

2017

Simulations of grain growth in realistic 3D polycrystalline microstructures and the MacPherson–Srolovitz equation

Asad Ullah, Ubaidullah, Matiullah Khan, Xue Weihua, Safdar Hussain, Mujeeb ur Rahman, Nadeem Salamat, Fazal Haq

Materials Research Express

DOI

2016

纯铁三维显微组织的尺寸和拓扑特征

王耀华，王浩，刘国权，薛维华

《金属热处理》

2016

Matrix description of the complete topology of three-dimensional cells

Weihua Xue, Hao Wang, Guoquan Liu, Li Meng, Song Xiang, Guang Ma, Wenwen Li

Scientific Reports

DOI

2016

Analysis on topological grain forms via large-scale serial sectioning experiment and Monte Carlo simulation

Weihua Xue, Hao Wang, Guoquan Liu, Li Meng, Guang Ma, Minnan Feng

Materials Letters

DOI

2016

The topologies of contacting grains in two and three dimensions

Weihua Xue, Hao Wang, Guoquan Liu, Li You Meng, Guang Ma, Minnan Feng

Materials Letters

DOI

2015

基于图像序列间相似性的晶粒组织图像分割方法

薛维华，王浩，刘国权，冯敏楠，齐琳，陈展鹏

《中国体视学与图像分析》

2015

层状碳及层状碳/硫酸铅复合材料的制备与应用

张淑凯，张浩，薛维华，程杰，张文峰，曹高萍，赵海雷，杨裕生

《电化学(中英文)》

2015

热处理工艺对BCu58ZnMn钎料钎焊接头组织与性能的影响

薛维华，齐晓旭，李智超

《机械工程材料》

2014

BCu48ZnNi合金钎料的组织、力学性能与使用特性

薛维华，齐晓旭，李智超

《金属热处理》

2011

电弧熔炼FeNb合金的显微组织和压缩性能

吕宝臣，谭琳，薛维华，时海芳，任鑫，李赫亮

《金属学报》

精选作品

期刊论文

Feature disentanglement and cross-domain synthesis via federated style transfer for Non-IID segmentation

Structural design and performance enhancement of lead-free double perovskite Cs2AuBiCl6 photodetector

Self-discharge estimation for lithium-ion batteries based on formation data in production

Application of the Improved YOLOv8 Algorithm for Small Object Detection in X-ray Weld Inspection Images

Decoding Potassium Ion Desolvation States for Enhanced Electric Double-Layer Capacitance in Actual Porous Carbon.

Integration of machine learning with finite element analysis in materials science: a review

Skea-Topo: A skeleton-aware loss function for topologically accurate boundary segmentation

DeepMMP: Efficient 3D perception of microstructures from Serial Section Microscopic images

Enhancing Boundary Segmentation for Topological Accuracy with Skeleton-based Methods

Exploring separation mechanism of graphene slit-pore for N2/CH4 in coalbed methane via DFT and MD simulations approaches

Machine learning study on time–temperature–transformation diagram of carbon and low-alloy steel

Development of a machine learning model for prediction of continuous cooling transformation diagrams in welding heat-affected zone

Research on TTT Curve of Alloy structural Steel based on Machine Learning

Machine learning (deep learning) and visualization assisted ferrite content prediction in austenitic stainless steel

Boundary learning by using weighted propagation in convolution network

Deep learning based object tracking for 3D microstructure reconstruction

图像分割评估方法在显微图像分析中的应用

Experimental methodology and predictive tools in austenitic stainless steel with different ferrite content welds

A hybrid machine learning model for predicting continuous cooling transformation diagrams in welding heat-affected zone of low alloy steels

基于深度学习和区域感知的多晶体显微组织图像分割方法

纯铁退火组织中特大晶粒三维拓扑与取向特征的定量研究

基于虚拟现实技术的金属材料仿真实验系统

体素化三维晶粒组织中晶棱的可视化与定量表征——一种离散化三维空间曲线弧长的逼近测量方法

高温预冷淬火工艺对中碳铌微合金钢性能的影响

Author Correction: Data augmentation in microscopic images for material data mining

Data augmentation in microscopic images for material data mining

Prediction of Continuous Cooling Transformation Diagrams for Ni-Cr-Mo Welding Steels via Machine Learning Approaches

A combined machine learning model for the prediction of time-temperature-transformation diagrams of high-alloy steels

Study on time-temperature-transformation diagrams of stainless steel using machine-learning approach

Modeling of CCT diagrams for tool steels using different machine learning techniques

Finding new grain forms in three dimensions

基于生产数据方差分析的齿轮热处理畸变规律

Topology characteristics of three-dimensional grains in polycrystalline materials

Fast-FineCut: Grain boundary detection in microscopic images considering 3D information

材料显微组织数字化三维重建过程中分辨率的选择

晶粒组织的三维模型构建与定量表征研究

Reconstruction of three-dimensional grain structure in polycrystalline iron via an interactive segmentation method

Simulations of grain growth in realistic 3D polycrystalline microstructures and the MacPherson–Srolovitz equation

纯铁三维显微组织的尺寸和拓扑特征

Matrix description of the complete topology of three-dimensional cells

Analysis on topological grain forms via large-scale serial sectioning experiment and Monte Carlo simulation

The topologies of contacting grains in two and three dimensions

基于图像序列间相似性的晶粒组织图像分割方法

层状碳及层状碳/硫酸铅复合材料的制备与应用

热处理工艺对BCu58ZnMn钎料钎焊接头组织与性能的影响

BCu48ZnNi合金钎料的组织、力学性能与使用特性

电弧熔炼FeNb合金的显微组织和压缩性能

会议论文

基于晶粒二维特征的图嵌入条件扩散显微组织生成模型及应用

基于X射线探伤图像的焊接缺陷人工智能鉴别

材料数据库构建及锂离子电池三元正极材料相关规律的知识发现

数字化三维重建晶粒组织中棱长的定量表征及应用

金属材料组织转变与性能测试全流程VR实验

镍基粉末高温合金数据库的构建

三维晶粒尺寸和拓扑参量表征及其相互关系的研究

含特异大晶粒的纯铁晶粒组织的三维重建及表征

大尺度纯铁晶粒组织的三维重建与可视化

BCu48ZnNi钎料的组织性能与使用特性研究

研究方向