Yang Liu - Publications, H-index & Citations

Yang Liu

wuhan university of technology

35H指数

169论文数

3.9K被引数

收录论文 82

发表时间

Improving the safety of tunneling with large-diameter slurry shields: A spatio-temporal deep learning approach for predicting and controlling cutterhead torque and overturning moment 采用大型泥水盾构提高隧道施工安全：一种用于预测和控制刀盘扭矩与倾覆力矩的时空深度学习方法

RELIABILITY ENGINEERING & SYSTEM SAFETY

IF11

2026-08-25

PREAI

Feiming Su; Hongyu Chen; Yang Liu

Vision-based centerline extraction for single-side truss members 基于视觉的中心线提取方法用于单侧桁架构件

Measurement

IF5.6

2026-07-14

PREAI

He, Bin; Zhao, Zhangyan; Xie, Rongxian; Liu, Yang

Application of BIM-DesignBuilder and K-means clustering-random forest for prediction of building energy consumption BIM-DesignBuilder与K-means聚类-随机森林在建筑能耗预测中的应用

Energy

IF9.4

2026-06-09

PREAI

Jiang Hu; Yiwen Wang; Xinyu Ai; Yuefan Qu; Jiayue Wang; Yang Liu

Intelligent optimization of steam-curing for precast concrete tunnel lining: Insight from sample data parameters analysis and interpretable machine learning 预制混凝土隧道衬砌蒸汽养护的智能优化：来自样本数据参数分析和可解释机器学习的见解

Thermal Science and Engineering Progress

IF5.4

2026-03-19

OAAI

Yuan Cao; Maxwell Fordjour Antwi-Afari; Hongyu Chen; Yang Liu

Knowledge-data driven digital twin platform: intelligent prediction and control of tunnel face stability during large-diameter slurry shield construction 知识-数据驱动的数字孪生平台: 大直径泥水盾构施工掌子面稳定性智能预测与控制

Engineering Applications of Artificial Intelligence

IF8

2026-02-05

PREAI

Xianguo Wu; Yu Lei; Feiming Su; Tiejun Li; Yang Liu

Intelligent control and optimization of shield tunneling machines in tunnel construction: Insights from excavation parameter data analysis and interpretable machine learning 隧道施工中盾构机的智能控制与优化：基于开挖参数数据分析与可解释机器学习的见解

Advanced Engineering Informatics

IF9.9

2025-12-25

PREAI

Wen Xu; Feiming Su; Jun Liu; Xianguo Wu; Yang Liu

Early warning and prevention of mud cakes in large-diameter slurry shields: Insights from construction parameter data analysis and interpretable machine learning 大直径泥水盾构泥饼的早期预警与防治：基于施工参数数据分析和可解释机器学习的见解

Reliability Engineering & System Safety

IF11

2025-10-31

PREAI

Hongyu Chen; Yong Xia; Yang Liu; Xinyi Li

A knowledge- and data-driven framework for deformation prediction and control of shield tunneling below existing tunnels 基于知识驱动和数据驱动的盾构隧道下方既有隧道变形预测与控制框架

Advanced Engineering Informatics

IF9.9

2025-10-13

PREAI

Xianguo Wu; Wenjian Li; Tiejun Li; Zongbao Feng; Feiming Su; Yang Liu

Development of data-driven predictive model and enhanced multiobjective optimization to improve the excavation performance of large-diameter slurry shields 基于数据驱动的预测模型开发及改进多目标优化方法，以提升大直径泥水盾构的掘进性能

Engineering Applications of Artificial Intelligence

IF8

2025-09-27

PREAI

Feiming Su; Xianguo Wu; Tiejun Li; Yang Liu

Application of cloud model - Bayesian network and genetic algorithm for assessment and optimization of building energy consumption 云模型、贝叶斯网络和遗传算法在建筑能耗评估与优化中的应用

Energy

IF9.4

2025-09-01

PREAI

Wenhong Luo; Weicheng Liu; Lingyu Xia; Junjun Zheng; Yang Liu

Integrating STIRPAT - Adaboost and data-driven for influencing factors analysis and scenario prediction of carbon emission during building materialization stage 集成STIRPAT-Adaboost和数据驱动方法，用于建筑材料化阶段碳排放影响因素分析与情景预测

Urban Climate

IF6.9

2025-08-06

PREAI

Yang Liu; Wenhong Luo; Xiaoyuan Tang; Xian-jia Wang

Advancing public–private partnerships in waste management facilities: A risk assessment framework based on a trapezoidal cloud model and Bayesian network 推进废物管理设施中的公私合作伙伴关系：基于梯形云模型和贝叶斯网络的风险评估框架

Applied Soft Computing

IF6.6

2025-07-07

PREAI

Zongbao Feng; Xingchen Zhou; Jiarui Dong; Hongyu Chen; Yang Liu

Intelligent optimal design for near-zero energy buildings performance: A case study of five climate zones in China 针对近零能耗建筑性能的智能优化设计：中国五个气候区的案例研究

Energy

IF9.4

2025-06-30

PREAI

Hongyu Chen; Geoffrey Qiping Shen; Xinyi Li; Wen Xu; Yang Liu

Urban street network morphology classification through street-block based graph neural networks and multi-model fusion 基于街道-地块基图的图神经网络和多模型融合的城市街道网络形态分类

INTERNATIONAL JOURNAL OF DIGITAL EARTH

IF4.9

2025-04-28

OAAI

Yang Liu; Qingsheng Guo; Chuanbang Zheng

Dynamic prediction and optimization of tunneling parameters with high reliability based on a hybrid intelligent algorithm 基于混合智能算法的高可靠性掘进参数动态预测与优化

INFORMATION FUSION

IF15.5

2025-02-01

PREAI

Chen, Hongyu; Shen, Qiping Geoffrey; Skibniewski, Miroslaw J.; Cao, Yuan; Liu, Yang

Enhancing the performance of recycled aggregate green concrete via a Bayesian optimization light gradient boosting machine and the nondominated sorting genetic algorithm-III

CONSTRUCTION AND BUILDING MATERIALS

IF8

2025-01-01

PREAI

Chen, Hongyu; Cheng, Yue; Du, Ting; Wu, Xianguo; Cao, Yuan; Liu, Yang

Intelligent dynamic control of shield parameters using a hybrid algorithm and digital twin platform 基于混合算法和数字孪生平台的盾构参数智能动态控制

AUTOMATION IN CONSTRUCTION

IF11.5

2025-01-01

PREAI

Cao, Yuan; Li, Shifan; Shen, Geoffrey Qiping; Chen, Hongyu; Liu, Yang

Viticulture Carbon Footprint in Desert Areas of the Global South: A Cabernet Sauvignon Case of Ningxia, China

SUSTAINABILITY

IF3.3

2024-12-29

OAAI

Li, Li; Liu, Yang; Zhang, Liqin; Li, Jianjun; Wang, Tingning; Han, Qizheng

BIM-based building performance assessment of green buildings- A case study from China

APPLIED ENERGY

IF11

2024-11-01

OAAI

Liu, Yang; Pedrycz, Witold; Deveci, Muhammet; Chen, Zhen-Song

Vulnerability simulation and evaluation of urban metro operation system: A hybrid structural equation model with system dynamics approach

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION

IF4.5

2024-10-01

PREAI

Feng, Zongbao; Chen, Hongyu; Liu, Yang

研究方向