Limao Zhang - RankMe

109 papers Misc 2Journal 107

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data-driven robust adverse geological conditions detection in tunnel construction considering uncertainty. Adv. Eng. Informatics Limao Zhang, Benyinan Huang, Yongsheng Li, Cheng Meng, Maozhi Wu
2026	J	`jnl`	Ensemble multimodal fusing learning for geological identification in tunnel construction. Reliab. Eng. Syst. Saf. Limao Zhang, Shengbo Cui, Zeyang Wei, Yongsheng Li
2026	J	`jnl`	Integrated location-inventory planning of resource warehouses for metro floods: A multi-condition bilevel optimization model. Reliab. Eng. Syst. Saf. Renfei He, Limao Zhang, Robert L. K. Tiong
2026	J	`jnl`	Intelligent attitude control in tunnel boring machine considering uncertain underground environment using deep reinforcement learning. Appl. Soft Comput. Kunyu Wang, Yue Pan, Limao Zhang
2026	J	`jnl`	Multi-task learning for inertia effects estimation in construction engineering equipment considering time delay. Expert Syst. Appl. Yongsheng Li, Limao Zhang
2026	J	`jnl`	Online machine learning for precise geological condition detection with measure-while-drilling data. Adv. Eng. Informatics Jing Liu, Jiliang Wang, Limao Zhang, Xin Zhao, Zhongmin Mao
2026	J	`jnl`	Physics informed neural network for inertia effect estimation in tunnel boring machine considering time delay. Appl. Soft Comput. Yongsheng Li, Jiliang Wang, Limao Zhang, Xin Zhao
2026	J	`jnl`	Physics-constrained deep symbolic regression for efficient design of aerial building machine. Adv. Eng. Informatics Jiaqi Wang, Limao Zhang, Junwei Ma
2026	J	`jnl`	Physics-guided deep learning for dynamic safety risk assessment of aerial building machine under extreme environment. Adv. Eng. Informatics Limao Zhang, Junwei Ma, Jiaqi Wang
2026	J	`jnl`	Physics-informed deep learning for predictive risk perception in tunnel construction. Eng. Appl. Artif. Intell. Penghui Lin, Jilang Wang, Limao Zhang, Robert L. K. Tiong, Cheng Meng, Xin Zhao
2026	J	`jnl`	Physics-informed ensemble learning for robust tunnel-induced building settlement with sparse field measurement. Reliab. Eng. Syst. Saf. Limao Zhang, Haoyang Zhang, Jing Liu, Penghui Lin
2026	J	`jnl`	Quantifying geometric deviations in virtual assembly of prefabricated structures with transformer-enhanced point cloud registration. Adv. Eng. Informatics Limao Zhang, Yi Yan, Jun Li, Yongtao Zhang
2026	J	`jnl`	Segment anything model enhanced dual encoder segmentation for seepage quantification in operational tunnels. Adv. Eng. Informatics Zeyang Wei, Ankang Ji, Zhonghua Xiao, Limao Zhang
2025	J	`jnl`	Cluster-based prepositioning network for enhanced recovery resilience of critical infrastructure system using multiplex network. Appl. Soft Comput. Ying Wang, Ou Zhao, Limao Zhang
2025	J	`jnl`	Data-driven optimization for enhanced excavation efficiency in tunnel construction: A case study. Eng. Appl. Artif. Intell. Jinting Huang, Ankang Ji, Limao Zhang, Xianlei Fu, Xieqing Song
2025	J	`jnl`	EMNet: An ensemble deep learning approach for geological condition detection in tunnel excavation. Expert Syst. Appl. Xianlei Fu, Robert Lee Kong Tiong, Limao Zhang
2025	J	`jnl`	Multi-source information fusion for dynamic safety risk prediction of aerial building machine using spatial-temporal multi-graph convolution network. Adv. Eng. Informatics Jiaqi Wang, Yuqing Fan, Xi Pan, Jun Sun, Limao Zhang
2025	J	`jnl`	Network extension planning towards resilient urban critical infrastructures using deep reinforcement learning. Appl. Soft Comput. Qiong Liu, Limao Zhang, Miroslaw J. Skibniewski
2025	J	`jnl`	Physics-data driven multi-objective optimization for parallel control of TBM attitude. Adv. Eng. Informatics Limao Zhang, Yongsheng Li, Lulu Wang, Jiaqi Wang, Hui Luo
2025	J	`jnl`	Physics-guided deep reinforcement learning for improved operation of TBM considering kinetic inertia stability. Adv. Eng. Informatics Penghui Lin, Limao Zhang, Robert L. K. Tiong, Xieqing Song
2025	J	`jnl`	Responding of metro stations to upcoming floods: To close or to protect? Reliab. Eng. Syst. Saf. Renfei He, Limao Zhang, Robert L. K. Tiong
2025	J	`jnl`	Two-stage stochastic optimization for emergency management of metro systems under uncertain storm floods. Reliab. Eng. Syst. Saf. Renfei He, Limao Zhang, Robert L. K. Tiong
2025	J	`jnl`	Uncertainty-based multi-objective optimization in twin tunnel design considering fluid-solid coupling. Reliab. Eng. Syst. Saf. Pengfei Qu, Limao Zhang
2024	J	`jnl`	A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation. Expert Syst. Appl. Xianlei Fu, Yue Pan, Limao Zhang
2024	J	`jnl`	A probabilistic deep reinforcement learning approach for optimal monitoring of a building adjacent to deep excavation. Comput. Aided Civ. Infrastructure Eng. Yue Pan, Jianjun Qin, Limao Zhang, Weiqiang Pan, Jin-Jian Chen
2024	J	`jnl`	Advanced informatic technologies for intelligent construction: A review. Eng. Appl. Artif. Intell. Limao Zhang, Yongsheng Li, Yue Pan, Lieyun Ding
2024	J	`jnl`	Automated position control of tunnel boring machine during excavation using deep reinforcement learning. Appl. Soft Comput. Penghui Lin, Ankang Ji, Yunxiang Zhou, Limao Zhang, Robert L. K. Tiong
2024	J	`jnl`	Computational methodologies for critical infrastructure resilience modeling: A review. Adv. Eng. Informatics Ankang Ji, Renfei He, Weiyi Chen, Limao Zhang
2024	J	`jnl`	Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction. Expert Syst. Appl. Xianlei Fu, Maozhi Wu, Robert Lee Kong Tiong, Limao Zhang
2024	J	`jnl`	Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning. Expert Syst. Appl. Renfei He, Limao Zhang, Alvin Wei Ze Chew
2024	J	`jnl`	Dynamic reliability analysis of Aerial Building Machine under extreme wind loads using improved QBDC-based active learning. Reliab. Eng. Syst. Saf. Jiaqi Wang, Limao Zhang, Hui Yang, Huabei Liu, Miroslaw J. Skibniewski
2024	J	`jnl`	Energy-driven TBM health status estimation with a hybrid deep learning approach. Expert Syst. Appl. Yongsheng Li, Limao Zhang, Yue Pan, Serkan Tapkin, Xieqing Song
2024	J	`jnl`	Modeling urban rail transit system resilience under natural disasters: A two-layer network framework based on link flow. Reliab. Eng. Syst. Saf. Ying Wang, Ou Zhao, Limao Zhang
2024	J	`jnl`	Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review. Reliab. Eng. Syst. Saf. Ying Wang, Ou Zhao, Limao Zhang
2024	J	`jnl`	Safety assessment of tunnel construction based on counterintuitivity detection using multi-profile multi-model ensemble learning. Expert Syst. Appl. Leilei Chang, Chenhao Yu, Limao Zhang, Xiaobin Xu, Schahram Dustdar
2024	J	`jnl`	Simulation-based rescue plan modeling and performance assessment towards resilient metro systems under emergency. Reliab. Eng. Syst. Saf. Qiong Liu, Kai Guo, Xianguo Wu, Zhonghua Xiao, Limao Zhang
2023	J	`jnl`	A hybrid deep learning approach for dynamic attitude and position prediction in tunnel construction considering spatio-temporal patterns. Expert Syst. Appl. Xianlei Fu, Maozhi Wu, Sasthikapreeya Ponnarasu, Limao Zhang
2023	J	`jnl`	Adaptive learning for single-output complex systems via data augmentation and data type identification. Appl. Soft Comput. Leilei Chang, Hao Liu, Limao Zhang, Xiaobin Xu, Jiang Jiang
2023	J	`jnl`	Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction. Reliab. Eng. Syst. Saf. Leilei Chang, Limao Zhang, Xiaobin Xu
2023	J	`jnl`	Data-driven multi-step robust prediction of TBM attitude using a hybrid deep learning approach. Adv. Eng. Informatics Kunyu Wang, Xianguo Wu, Limao Zhang, Xieqing Song
2023	J	`jnl`	Flood risk assessment and mitigation for metro stations: An evidential-reasoning-based optimality approach considering uncertainty of subjective parameters. Reliab. Eng. Syst. Saf. Renfei He, Limao Zhang, Robert L. K. Tiong
2023	J	`jnl`	Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels. Appl. Soft Comput. Penghui Lin, Limao Zhang, Robert L. K. Tiong
2023	J	`jnl`	Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI. Reliab. Eng. Syst. Saf. Penghui Lin, Limao Zhang, Robert L. K. Tiong
2023	J	`jnl`	Probabilistic reliability assessment of twin tunnels considering fluid-solid coupling with physics-guided machine learning. Reliab. Eng. Syst. Saf. Pengfei Qu, Limao Zhang, Qizhi Zhu, Maozhi Wu
2023	J	`jnl`	Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method. Appl. Soft Comput. Penghui Lin, Maozhi Wu, Limao Zhang
2023	J	`jnl`	Resilience-oriented design for complex MEP systems in BIM. Adv. Eng. Informatics Yongqi Wang, Penghui Lin, Limao Zhang, Hongbo Yu, Robert Lee Kong Tiong
2023	J	`jnl`	Safety-Oriented Credibility-Based Fuzzy Incremental Learning for Predicting Dependent Outputs. IEEE Trans. Syst. Man Cybern. Syst. Leilei Chang, Limao Zhang, Xiaobin Xu, Wenjun Chang
2023	J	`jnl`	Sampling-attention deep learning network with transfer learning for large-scale urban point cloud semantic segmentation. Eng. Appl. Artif. Intell. Yunxiang Zhou, Ankang Ji, Limao Zhang, Xiaolong Xue
2023	J	`jnl`	Simulation-based multi-objective optimization towards proactive evacuation planning at metro stations. Eng. Appl. Artif. Intell. Kai Guo, Limao Zhang, Maozhi Wu
2023	J	`jnl`	Time series clustering for TBM performance investigation using spatio-temporal complex networks. Expert Syst. Appl. Yue Pan, Xiaojing Zhou, Shuigen Qiu, Limao Zhang
2023	J	`jnl`	Unsupervised Pixel-Level Detection of Rail Surface Defects Using Multistep Domain Adaptation. IEEE Trans. Syst. Man Cybern. Syst. Zhaoxiang Zhang, Limao Zhang
2022	J	`jnl`	A probabilistic approach to assessing project complexity dynamics under uncertainty. Soft Comput. Lan Luo, Limao Zhang, Delei Yang, Qinghua He
2022	J	`jnl`	Adaptive multi-objective optimization for emergency evacuation at metro stations. Reliab. Eng. Syst. Saf. Kai Guo, Limao Zhang
2022	J	`jnl`	An automated machine learning approach for earthquake casualty rate and economic loss prediction. Reliab. Eng. Syst. Saf. Weiyi Chen, Limao Zhang
2022	J	`jnl`	Data-driven estimation of TBM performance in soft soils using density-based spatial clustering and random forest. Appl. Soft Comput. Xianlei Fu, Liuyang Feng, Limao Zhang
2022	J	`jnl`	Data-driven optimization for mitigating tunnel-induced damages. Appl. Soft Comput. Kai Guo, Limao Zhang
2022	J	`jnl`	Data-driven prediction of building energy consumption using an adaptive multi-model fusion approach. Appl. Soft Comput. Penghui Lin, Limao Zhang, Jian Zuo
2022	J	`jnl`	Deep learning modeling of public's sentiments towards temporal evolution of COVID-19 transmission. Appl. Soft Comput. Ying Wang, Alvin Wei Ze Chew, Limao Zhang
2022	J	`jnl`	Detecting logical relationships in mechanical, electrical, and plumbing (MEP) systems with BIM using graph matching. Adv. Eng. Informatics Yongqi Wang, Limao Zhang, Hongbo Yu, Robert L. K. Tiong
2022	J	`jnl`	Enhanced prediction intervals of tunnel-induced settlement using the genetic algorithm and neural network. Reliab. Eng. Syst. Saf. Liuyang Feng, Limao Zhang
2022	J	`jnl`	Enhancing the MEP Coordination Process with BIM Technology and Management Strategies. Sensors Ya Hui Teo, Jun Hong Yap, Hui An, Simon Ching Man Yu, Limao Zhang, Jie Chang, Kang Hao Cheong
2022	J	`jnl`	Modeling and analyzing dynamic social networks for behavioral pattern discovery in collaborative design. Adv. Eng. Informatics Yue Pan, Limao Zhang
2022	J	`jnl`	Modeling and predicting rainfall time series using seasonal-trend decomposition and machine learning. Knowl. Based Syst. Renfei He, Limao Zhang, Alvin Wei Ze Chew
2022	J	`jnl`	Multi-class object detection in tunnels from 3D point clouds: An auto-optimized lazy learning approach. Adv. Eng. Informatics Kunyu Wang, Zhaoxiang Zhang, Xianguo Wu, Limao Zhang
2022	J	`jnl`	Multi-criteria group decision-making with cloud model and TOPSIS for alternative selection under uncertainty. Soft Comput. Limao Zhang, Weiyi Chen
2022	J	`jnl`	Randomness-oriented Multi-dimensional Cloud-based belief rule Base approach for complex system modeling. Expert Syst. Appl. Leilei Chang, Limao Zhang, Xiaobin Xu
2022	J	`jnl`	Simulation-based multi-objective optimization for enhanced safety of fire emergency response in metro stations. Reliab. Eng. Syst. Saf. Qiong Liu, Renfei He, Limao Zhang
2022	J	`jnl`	Transparent Digital Twin for Output Control Using Belief Rule Base. IEEE Trans. Cybern. Leilei Chang, Limao Zhang, Chao Fu, Yu-Wang Chen
2022	J	`jnl`	Uncertainty-oriented reliability and risk-based output control for complex systems with compatibility considerations. Inf. Sci. Leilei Chang, Xintao Song, Limao Zhang
2021	J	`jnl`	An adaptive decision making method with copula Bayesian network for location selection. Inf. Sci. Yue Pan, Limao Zhang, Jiale Koh, Yong Deng
2021	J	`jnl`	Assessment of tunnel face stability subjected to an adjacent tunnel. Reliab. Eng. Syst. Saf. Liuyang Feng, Limao Zhang
2021	J	`jnl`	Cluster-based information fusion for probabilistic risk analysis in complex projects under uncertainty. Appl. Soft Comput. Limao Zhang, Ying Wang, Xianguo Wu
2021	J	`jnl`	Correlation-oriented complex system structural risk assessment using Copula and belief rule base. Inf. Sci. Lei-Lei Chang, Limao Zhang, Xiaojian Xu
2021	J	`jnl`	Data-driven quantification of public-private partnership experience levels under uncertainty with Bayesian hierarchical model. Appl. Soft Comput. Yongqi Wang, Zengqi Xiao, Robert L. K. Tiong, Limao Zhang
2021	J	`jnl`	Data-driven time series prediction based on multiplicative neuron model artificial neuron network. Appl. Soft Comput. Wenping Pan, Limao Zhang, Chunlin Shen
2021	J	`jnl`	Estimating long-term impacts of tunnel infrastructure development on urban sustainability using granular computing. Appl. Soft Comput. Limao Zhang, Yan Zhang, Hong Xian Li, Zhen Lei
2021	J	`jnl`	Explainable data-driven optimization for complex systems with non-preferential multiple outputs using belief rule base. Appl. Soft Comput. Leilei Chang, Limao Zhang
2021	J	`jnl`	Feature-based evidential reasoning for probabilistic risk analysis and prediction. Eng. Appl. Artif. Intell. Ying Wang, Limao Zhang
2021	J	`jnl`	Hybrid deep learning of social media big data for predicting the evolution of COVID-19 transmission. Knowl. Based Syst. Alvin Wei Ze Chew, Yue Pan, Ying Wang, Limao Zhang
2021	J	`jnl`	Multi-objective optimization for limiting tunnel-induced damages considering uncertainties. Reliab. Eng. Syst. Saf. Limao Zhang, Penghui Lin
2021	J	`jnl`	Multi-source information fusion for safety risk assessment in underground tunnels. Knowl. Based Syst. Kai Guo, Limao Zhang
2021	J	`jnl`	Resilience assessment of regional areas against earthquakes using multi-source information fusion. Reliab. Eng. Syst. Saf. Weiyi Chen, Limao Zhang
2021	J	`jnl`	Retraceable and online multi-objective active optimal control using belief rule base. Knowl. Based Syst. Jiang Jiang, Leilei Chang, Limao Zhang, Xiaojian Xu
2021	J	`jnl`	Simulation-based optimization for modeling and mitigating tunnel-induced damages. Reliab. Eng. Syst. Saf. Ying Wang, Limao Zhang
2021	J	`jnl`	Time-series interval prediction under uncertainty using modified double multiplicative neuron network. Expert Syst. Appl. Wenping Pan, Liuyang Feng, Limao Zhang, Liang Cai, Chunlin Shen
2020	J	`jnl`	A new lossy compression algorithm for wireless sensor networks using Bayesian predictive coding. Wirel. Networks Chen Chen, Limao Zhang, Robert Lee Kong Tiong
2020	J	`jnl`	A novel learning cloud Bayesian network for risk measurement. Appl. Soft Comput. Chen Chen, Limao Zhang, Robert Lee Kong Tiong
2020	J	`jnl`	Clustering of designers based on building information modeling event logs. Comput. Aided Civ. Infrastructure Eng. Yue Pan, Limao Zhang, Miroslaw J. Skibniewski
2020	J	`jnl`	Cross-scale generative adversarial network for crowd density estimation from images. Eng. Appl. Artif. Intell. Gaowei Zhang, Yue Pan, Limao Zhang, Robert Lee Kong Tiong
2020	J	`jnl`	Hybrid belief rule base for regional railway safety assessment with data and knowledge under uncertainty. Inf. Sci. Leilei Chang, Wei Dong, Jianbo Yang, Xinya Sun, Xiaobin Xu, Xiaojian Xu, Limao Zhang
2020	J	`jnl`	Improved Fuzzy Bayesian Network-Based Risk Analysis With Interval-Valued Fuzzy Sets and D-S Evidence Theory. IEEE Trans. Fuzzy Syst. Yue Pan, Limao Zhang, ZhiWu Li, Lieyun Ding
2020	J	`jnl`	Mining event logs for knowledge discovery based on adaptive efficient fuzzy Kohonen clustering network. Knowl. Based Syst. Yue Pan, Limao Zhang, ZhiWu Li
2020	J	`jnl`	Multi-classifier information fusion in risk analysis. Inf. Fusion Yue Pan, Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski
2020	J	`jnl`	Performance risk assessment in public-private partnership projects based on adaptive fuzzy cognitive map. Appl. Soft Comput. Hongyu Chen, Limao Zhang, Xianguo Wu
2019	J	`jnl`	Modeling risks in dependent systems: A Copula-Bayesian approach. Reliab. Eng. Syst. Saf. Yue Pan, Shenwei Ou, Limao Zhang, Wenjing Zhang, Xianguo Wu, Heng Li
2018	J	`jnl`	BIM Log Mining: Measuring Design Productivity. J. Comput. Civ. Eng. Limao Zhang, Ming Wen, Baabak Ashuri
2017	J	`jnl`	An improved Dempster-Shafer approach to construction safety risk perception. Knowl. Based Syst. Limao Zhang, Lieyun Ding, Xianguo Wu, Miroslaw J. Skibniewski
2017	J	`jnl`	Fuzzy cognitive maps enabled root cause analysis in complex projects. Appl. Soft Comput. Limao Zhang, A. J. Antony Chettupuzha, Hongyu Chen, Xianguo Wu, Simaan M. AbouRizk
2017	J	`jnl`	Global Sensitivity Analysis of Tunnel-Induced Building Movements by a Precise Metamodel. J. Comput. Civ. Eng. Wenli Liu, Xianguo Wu, Limao Zhang, Junjie Zheng, Jiaying Teng
2017	J	`jnl`	Intelligent Approach to Estimation of Tunnel-Induced Ground Settlement Using Wavelet Packet and Support Vector Machines. J. Comput. Civ. Eng. Limao Zhang, Xianguo Wu, Wenying Ji, Simaan M. AbouRizk
2017	J	`jnl`	Performing Global Uncertainty and Sensitivity Analysis from Given Data in Tunnel Construction. J. Comput. Civ. Eng. Limao Zhang, Xianguo Wu, Hongping Zhu, Simaan M. AbouRizk
2017	J	`jnl`	Risk-based estimate for operational safety in complex projects under uncertainty. Appl. Soft Comput. Limao Zhang, Yanhua Huang, Xianguo Wu, Miroslaw J. Skibniewski
2016	J	`jnl`	Simulation-Based Analysis of Tunnel Boring Machine Performance in Tunneling Excavation. J. Comput. Civ. Eng. Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski
2015	J	`jnl`	A Dynamic Decision Approach for Risk Analysis in Complex Projects. J. Intell. Robotic Syst. Xianguo Wu, Yanhong Wang, Limao Zhang, Lieyun Ding, Miroslaw J. Skibniewski, Jingbing Zhong
2015	J	`jnl`	A dynamic Bayesian network based approach to safety decision support in tunnel construction. Reliab. Eng. Syst. Saf. Xianguo Wu, Huitao Liu, Limao Zhang, Miroslaw J. Skibniewski, Qianli Deng, Jiaying Teng
2015	Misc	`conf`	How to protect adjacent bridges due to tunnel excavation: a case study. WSC Limao Zhang, Simaan M. AbouRizk, Xianguo Wu
2015	Misc	`conf`	Updating geological conditions using bayes theorem and markov chain. WSC Limao Zhang, Ronald Ekyalimpa, Stephen Hague, Michael Werner, Simaan M. AbouRizk
2014	J	`jnl`	Bayesian-network-based safety risk analysis in construction projects. Reliab. Eng. Syst. Saf. Limao Zhang, Xianguo Wu, Miroslaw J. Skibniewski, Jingbing Zhong, Yujie Lu
2013	J	`jnl`	Decision support analysis for safety control in complex project environments based on Bayesian Networks. Expert Syst. Appl. Limao Zhang, Xianguo Wu, Lieyun Ding, Miroslaw J. Skibniewski, Y. Yan