Junwei Ma - Publications, H-index & Citations

Junwei Ma

china university of geosciences

26H指数

76论文数

2.1K被引数

收录论文 32

发表时间

Topographic Reorganisation and Hydrodynamic Implications of the Hemenkou Landslide After Wudongde Reservoir Impoundment: Evidence from Multi-Scale Space–Air–Ground Observations 禾木口滑坡在乌东德水库蓄水后的地形重塑与水动力效应：多尺度空天地观测证据

Water

IF3

2026-09-16

OAAI

Chi Zhang; Jun Geng; Peng Zhao; Xin Deng; Junwei Ma

Physical and data hybrid-driven modeling for the evolution state prediction of reservoir colluvial landslides with step-like movement patterns: a case study in the Xiluodu Reservoir area, China 物理与数据混合驱动的阶跃式运动模式库岸堆积体滑坡演化状态预测：以中国溪洛渡水库区为例

Bulletin of Engineering Geology and the Environment

IF4.2

2026-07-16

PREAI

Dongze Lei; Junwei Ma; Ziyou Zhang; Zhekai Jiang; Guangcheng Zhang; Qi Wei; Weijie Yi; Tao Chen

Explainable Prediction of Tunneling-induced Ground Settlement Using a Metaheuristic-based Random Forest and SHapley Additive exPlanations (SHAP)基于元启发式随机森林和SHapley加性解释（SHAP）的隧道开挖诱发的地面沉降可解释预测

Transportation Infrastructure Geotechnology

IF2.3

2026-04-28

PREAI

Wanli Liu; Zhigang Shan; Ding Xia; Junwei Ma

Physics-constrained deep symbolic regression for efficient design of aerial building machine 基于物理约束的深度符号回归，用于高效设计空中建筑机器

Advanced Engineering Informatics

IF9.9

2025-09-22

PREAI

Jiaqi Wang; Limao Zhang; Junwei Ma

Physics-guided deep learning for dynamic safety risk assessment of aerial building machine under extreme environment 基于物理指导的深度学习，用于极端环境下建筑航空机械的动态安全风险评估

Advanced Engineering Informatics

IF9.9

2025-09-18

PREAI

Limao Zhang; Junwei Ma; Jiaqi Wang

Large deformation mechanisms of the Xiaochatou landslide reactivated by the impoundment of the Wudongde reservoir based on multisource data and the material point method (MPM)基于多源数据和材料点法（MPM）的库水蓄积引发的晓岔头滑坡大型变形机制研究

Landslides

IF7

2025-08-07

PREAI

Jiayu Liu; Junwei Ma; Guangcheng Zhang; Hongfei Wang; Tao Chen; Ziyou Zhang; Xin He; Shu Jiang; Yizhe Li; Guanghui Zeng

Understanding the triggering mechanism and deformation characteristics of a reactivated landslide in the Baihetan Reservoir 理解白鹤滩水库区复活滑坡的触发机制和变形特征

NATURAL HAZARDS

IF3.7

2025-05-25

PREAI

Beng, Xingtao; Zhang, Guangcheng; Wang, Linkang; Ma, Junwei; He, Xin; Jiang, Shu; Li, Yizhe; Zeng, Guanghui

Deformation features of the Shenjiagou landslide before and after the impoundment of the Baihetan Reservoir, Southwest China

LANDSLIDES

IF7

2024-12-23

PREAI

Ma, Junwei; Ren, Zhiyuan; Liu, Zhiyang; Zhang, Guangcheng; Jiang, Shu

Building Extraction from Unmanned Aerial Vehicle (UAV) Data in a Landslide-Affected Scattered Mountainous Area Based on Res-Unet 基于res-unet的滑坡影响山区无人机数据建筑物提取

SUSTAINABILITY

IF3.3

2024-11-09

OAAI

Tan, Chunhai; Chen, Tao; Liu, Jiayu; Deng, Xin; Wang, Hongfei; Ma, Junwei

Enhancing deep learning-based landslide detection from open satellite imagery via multisource data fusion of spectral, textural, and topographical features: a case study of old landslide detection in the Three Gorges Reservoir Area (TGRA)

GEOCARTO INTERNATIONAL

IF3.5

2024-10-30

OAAI

Ren, Zhiyuan; Ma, Junwei; Liu, Jiayu; Deng, Xin; Zhang, Guangcheng; Guo, Haixiang

Bayesian ensemble learning and Shapley additive explanations for fast estimation of slope stability with a physics-informed database

NATURAL HAZARDS

IF3.7

2024-09-19

PREAI

Lei, Dongze; Ma, Junwei; Zhang, Guangcheng; Wang, Yankun; Deng, Xin; Liu, Jiayu

Toward the reliable prediction of reservoir landslide displacement using earthworm optimization algorithm-optimized support vector regression (EOA-SVR)

NATURAL HAZARDS

IF3.7

2023-11-24

PREAI

Liu, Zhiyang; Ma, Junwei; Xia, Ding; Jiang, Sheng; Ren, Zhiyuan; Tan, Chunhai; Lei, Dongze; Guo, Haixiang

Machine Learning Modeling for Spatial-Temporal Prediction of Geohazard

SENSORS

IF3.5

2023-11-18

OAAI

Ma, Junwei; Dou, Jie

Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach

SENSORS

IF3.5

2022-11-25

OAAI

Ma, Junwei; Jiang, Sheng; Liu, Zhiyang; Ren, Zhiyuan; Lei, Dongze; Tan, Chunhai; Guo, Haixiang

Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research 用于地质灾害研究的人工智能 (AI) 的科学计量分析

SENSORS

IF3.5

2022-10-14

OAAI

Jiang, Sheng; Ma, Junwei; Liu, Zhiyang; Guo, Haixiang

Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study

LANDSLIDES

IF7

2022-06-30

OAAI

Ma, Junwei; Xia, Ding; Guo, Haixiang; Wang, Yankun; Niu, Xiaoxu; Liu, Zhiyang; Jiang, Sheng

An Efficient Approach to Determine the Shear Damage Zones of Rock Joints Using Photogrammetry

ROCK MECHANICS AND ROCK ENGINEERING

IF6.6

2022-06-20

PREAI

Xia, Ding; He, Cheng; Tang, Huiming; Ge, Yunfeng; Ma, Junwei; Zhang, Junrong

A comparative study of different machine learning methods for reservoir landslide displacement prediction 不同机器学习方法在水库滑坡位移预测中的对比研究

ENGINEERING GEOLOGY

IF8.4

2022-03-01

121

PREAI

Wang, Yankun; Tang, Huiming; Huang, Jinsong; Wen, Tao; Ma, Junwei; Zhang, Junrong

A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression

STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

IF3.6

2022-02-12

PREAI

Ma, Junwei; Wang, Yankun; Niu, Xiaoxu; Jiang, Sheng; Liu, Zhiyang

Combined forecasting model with CEEMD-LCSS reconstruction and the ABC-SVR method for landslide displacement prediction

JOURNAL OF CLEANER PRODUCTION

IF10

2021-04-01

PREAI

Zhang, Junrong; Tang, Huiming; Tannant, Dwayne D.; Lin, Chengyuan; Xia, Ding; Liu, Xiao; Zhang, Yongquan; Ma, Junwei

研究方向