Mingyong Liao - Publications, H-index & Citations

Mingyong Liao

chongqing university

8H指数

18论文数

349被引数

收录论文 9

发表时间

A geology-informed graph neural network solution for addressing the data sparsity challenge in 3D geological modeling 基于地质信息的图神经网络解决方案，用于解决3D地质建模中的数据稀疏性挑战

Engineering Geology

IF8.4

2026-06-01

PREAI

Liao, Mingyong; Wang, Guilin; Wen, Haijia; Li, Yang; Xiang, Xuekun; Wang, Runqiu; Huang, Jianming; Sun, Fan; Li, Boyi

Robustness study of seismic hazard assessment models based on multi-source data 基于多源数据的地震动危害评估模型的鲁棒性研究

GONDWANA RESEARCH

IF8.6

2025-05-28

PREAI

Liu, Bo; Wen, Haijia; Di, Mingrui; Liao, Mingyong; Huang, Junhao; Qian, Long; Chu, Yongbo

Explicit finite element material point method coupled with phase-field model for solid brittle fracture 显式有限元-材料点法与相场模型耦合用于固体脆性断裂

ENGINEERING FRACTURE MECHANICS

IF5.3

2025-03-01

PREAI

Wang, Runqiu; Wang, Guilin; Yang, Xinjie; Sun, Fan; Huang, Jianming; Liao, Mingyong; Li, Boyi

Mapping and interpretability of aftershock hazards using hybrid machine learning algorithms 使用混合机器学习算法进行余震灾害的映射与可解释性研究

Journal of Rock Mechanics and Geotechnical Engineering

IF10.2

2024-09-23

OAAI

Bo Liu; Haijia Wen; Mingrui Di; Junhao Huang; Mingyong Liao; Jingyuan Yu; Yutao Xiang

Improving the model robustness of flood hazard mapping based on hyperparameter optimization of random forest

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-05-01

PREAI

Liao, Mingyong; Wen, Haijia; Yang, Ling; Wang, Guilin; Xiang, Xuekun; Liang, Xiaowen

Hybrid optimized RF model of seismic resilience of buildings in mountainous region based on hyperparameter tuning and SMOTE

JOURNAL OF BUILDING ENGINEERING

IF7.4

2023-07-01

PREAI

Wen, Haijia; Wu, Jinnan; Zhang, Chi; Zhou, Xinzhi; Liao, Mingyong; Xu, Jiahui

Identifying the essential conditioning factors of landslide susceptibility models under different grid resolutions using hybrid machine learning: A case of Wushan and Wuxi counties, China 使用混合机器学习识别不同网格分辨率下滑坡敏感性模型的基本条件因子: 以中国巫山和无锡县为例

CATENA

IF5.7

2022-10-01

PREAI

Liao, Mingyong; Wen, Haijia; Yang, Ling

Rockfall susceptibility mapping using XGBoost model by hybrid optimized factor screening and hyperparameter

GEOCARTO INTERNATIONAL

IF3.5

2022-09-08

PREAI

Wen, Haijia; Hu, Jiwei; Zhang, Jialan; Xiang, Xuekun; Liao, Mingyong

Study on Machine Learning Models for Building Resilience Evaluation in Mountainous Area: A Case Study of Banan District, Chongqing, China

SENSORS

IF3.5

2022-02-03

OAAI

Zhang, Chi; Wen, Haijia; Liao, Mingyong; Lin, Yu; Wu, Yang; Zhang, Hui

研究方向