Ke Cheng - Publications, H-index & Citations

Ke Cheng

Beihang University

7H指数

19论文数

193被引数

收录论文 7

发表时间

Graph-DEM: A Graph Neural Network Model for Proxy and Acceleration Discrete Element Method Graph-DEM：一种用于代理和加速离散元方法的图神经网络模型

APPLIED SCIENCES-BASEL

IF2.5

2025-09-26

PREAI

Li, Bohao; Du, Bowen; Liu, Kaixin; Cheng, Ke; Ye, Junchen; Feng, Jinyan; Cui, Xuhao

Missing data imputation in tunnel monitoring with a spatio-temporal correlation fused machine learning model 基于时空关联融合机器学习模型的隧道监测缺失数据填补

JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING

IF4.3

2024-12-02

PREAI

Tan, Xuyan; Chen, Weizhong; Tan, Xianjun; Fan, Chengkai; Mao, Yuhao; Cheng, Ke; Du, Bowen

A spatiotemporal recurrent neural network for missing data imputation in tunnel monitoring 用于隧道监测中缺失数据插补的空间时间循环神经网络

Journal of Rock Mechanics and Geotechnical Engineering

IF10.2

2024-11-26

OAAI

Junchen Ye; Yuhao Mao; Ke Cheng; Xuyan Tan; Bowen Du; Weizhong Chen

Temporal Graph Network for continuous-time dynamic event sequence

KNOWLEDGE-BASED SYSTEMS

IF7.6

2024-11-01

PREAI

Cheng, Ke; Ye, Junchen; Lu, Xiaodong; Sun, Leilei; Du, Bowen

A novel autoencoder for structural anomalies detection in river tunnel operation

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-06-01

PREAI

Tan, Xu-Yan; Palaiahnakote, Shivakumara; Chen, Weizhong; Cheng, Ke; Du, Bowen

GAN-Based Anomaly Detection for Multivariate Time Series Using Polluted Training Set 基于污染训练集的GAN多变量时间序列异常检测

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2023-12-01

PREAI

Du, Bowen; Sun, Xuanxuan; Ye, Junchen; Cheng, Ke; Wang, Jingyuan; Sun, Leilei

Prediction of tunnel mechanical behaviour using multi-task deep learning under the external condition

GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS

IF4.8

2023-03-07

PREAI

Du, Bowen; Zou, Tao; Ye, Junchen; Tan, Xuyan; Cheng, Ke; Chen, Weizhong

研究方向