Mengqi Zhu - Publications, H-index & Citations

Mengqi Zhu

Tongji University

10H指数

45论文数

417被引数

收录论文 16

发表时间

iS3-based digital twin system for engineering geological information along rock tunnel axis 基于iS3的沿岩隧道轴线的工程地质信息数字孪生系统

Tunnelling and Underground Space Technology

IF7.4

2026-08-01

PREAI

Sun, Huaiyuan; Rui, Yi; Dai, Yiming; Sheng, Danjie; Zhu, Mengqi; Li, Xiaojun; Zhu, Hehua

OC-LLM: a causal decision-making framework for TBM construction integrating ontology-constrained LLMs with knowledge graph reasoning OC-LLM：一种整合本体约束大语言模型与知识图谱推理的隧道掘进机施工因果决策框架

Advanced Engineering Informatics

IF9.9

2026-06-01

PREAI

Bai, Mengqi; Zhu, Mengqi; Zhu, Hehua; Yao, Dansheng; Liu, Yongsheng; Ju, J. Woody

A weakly supervised prototype-based network for excavatability-oriented ground condition representation in TBM operations 一种基于弱监督原型网络的面向掘进机作业可掘性的地质条件表征方法

Advanced Engineering Informatics

IF9.9

2026-04-01

PREAI

Dansheng Yao; Mengqi Zhu; Hehua Zhu; J.Woody Ju; Jinfeng Xu

Prototype-guided learning for geological condition inference from TBM operational data 基于TBM运行数据的地质条件推断原型引导学习

Underground Space

IF8.3

2026-03-24

OAAI

Mengqi Zhu; Dansheng Yao; Zeyu Dai; Yongsheng Liu; J.Woody Ju

Forecasting long-term behavior of chronological tunnel longitudinal settlements using machine learning techniques 利用机器学习技术预测时序隧道纵向沉降的长期行为

Intelligent Transportation Infrastructure

IF0

2025-11-01

PREAI

Sarna, Sharmin; Gutierrez, Marte; Zhu, Mengqi

Numerical study on the failure characteristics and reinforcement effects of shield segmental linings subjected to localized overload 局部过载作用下盾构管片衬砌的失效特性及加固效果数值研究

Journal of Zhejiang University-SCIENCE A

IF3.9

2025-09-11

PREAI

Long Zhou; Zhiguo Yan; Mengqi Zhu

Dynamic risk early warning system for tunnel construction based on two-dimensional cloud model 基于二维云模型的隧道施工动态风险预警系统

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-01

PREAI

Sun, Huaiyuan; Zhu, Mengqi; Dai, Yiming; Liu, Xiangsheng; Li, Xiaojun

Influence of Compressive Strength and Steel-Tube Thickness on Axial Compression Performance of Ultra-High-Performance Concrete-Filled Stainless-Steel Tube Columns Containing Coarse Aggregates

BUILDINGS

IF3.1

2024-11-13

OAAI

Li, Wenrui; Zhu, Mengqi; Li, Guo; Hu, Yang; Wang, Bei; Cao, Yongfei; He, Wenting; Li, Haiyang; Tang, Zhaopeng; Zhang, Yingda

Mapping Soybean Planting Areas in Regions with Complex Planting Structures Using Machine Learning Models and Chinese GF-6 WFV Data

AGRICULTURE-BASEL

IF3.6

2024-01-31

OAAI

She, Bao; Hu, Jiating; Huang, Linsheng; Zhu, Mengqi; Yin, Qishuo

Dynamic prediction for attitude and position of shield machine in tunneling: A hybrid deep learning method considering dual attention

ADVANCED ENGINEERING INFORMATICS

IF9.9

2023-08-01

PREAI

Dai, Zeyu; Li, Peinan; Zhu, Mengqi; Zhu, Hehua; Liu, Jun; Zhai, Yixin; Fan, Jie

Identification of soybean based on Sentinel-1/2 SAR and MSI imagery under a complex planting structure

ECOLOGICAL INFORMATICS

IF7.3

2022-12-01

PREAI

Zhu, Mengqi; She, Bao; Huang, Linsheng; Zhang, Dongyan; Xu, Haifeng; Yang, Xiaoying

Predicting Upcoming Collapse Incidents During Tunneling in Rocks with Continuation Length Based on Influence Zone

ROCK MECHANICS AND ROCK ENGINEERING

IF6.6

2022-07-14

PREAI

Sarna, Sharmin; Gutierrez, Marte; Mooney, Michael; Zhu, Mengqi

An integrated parameter prediction framework for intelligent TBM excavation in hard rock

TUNNELLING AND UNDERGROUND SPACE TECHNOLOGY

IF7.4

2021-12-01

PREAI

Wang, Xin; Zhu, Hehua; Zhu, Mengqi; Zhang, Lianyang; Ju, J. Woody

Performance Evaluation Indicator (PEI): A new paradigm to evaluate the competence of machine learning classifiers in predicting rockmass conditions

ADVANCED ENGINEERING INFORMATICS

IF9.9

2021-01-01

PREAI

Zhu, Mengqi; Gutierrez, Marte; Zhu, Hehua; Ju, J. Woody; Sarna, Sharmin

Dermal bioaccessibility and absorption of polycyclic aromatic hydrocarbons (PAHs) in indoor dust and its implication in risk assessment

ENVIRONMENTAL POLLUTION

IF7.3

2020-09-01

PREAI

Lu, Kesong; Zeng, Diya; Kang, Yuan; Lin, Xunyang; Sun, Na; Li, Cheng; Zhu, Mengqi; Chen, Zhenwen; Man, Yu Bon; Li, Hui

Tunnel condition assessment via cloud model-based random forests and self-training approach

COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

IF9.1

2020-08-11

PREAI

Zhu, Mengqi; Zhu, Hehua; Guo, Feng; Chen, Xueqin; Ju, J. Woody

研究方向