674 results on '"Zhang, Limao"'
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2. Geological risk prediction under uncertainty in tunnel excavation using online learning and hidden Markov model
3. Correction: Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: A Review
4. Online optimization for enhanced Tunneling Boring Machine (TBM) attitude control during the tunneling process
5. Energy-driven TBM health status estimation with a hybrid deep learning approach
6. Data-driven optimization for mitigating energy consumption and GHG emissions in buildings
7. Multi-objective optimization for energy-efficient building design considering urban heat island effects
8. Automated position control of tunnel boring machine during excavation using deep reinforcement learning
9. Intelligent design of key joints in aerial building machine using topology optimization and generative adversarial network
10. Advanced informatic technologies for intelligent construction: A review
11. Computational methodologies for critical infrastructure resilience modeling: A review
12. Multiplex networks in resilience modeling of critical infrastructure systems: A systematic review
13. Deep reinforcement learning for multi-objective optimization in BIM-based green building design
14. Robust multi-scale time series prediction for building carbon emissions with explainable deep learning
15. Enhancing resilience of urban underground space under floods: Current status and future directions
16. Physics-guided deep learning for driving force estimation in synchronous tunnel boring machines under missing cylinders
17. Safety assessment of tunnel construction based on counterintuitivity detection using multi-profile multi-model ensemble learning
18. Dynamic reliability analysis of Aerial Building Machine under extreme wind loads using improved QBDC-based active learning
19. Estimating urban land subsidence with satellite data using a spatially multiscale geographically weighted regression approach
20. Data-driven joint multi-objective prediction and optimization for advanced control during tunnel construction
21. A causal-temporal graphic convolutional network (CT-GCN) approach for TBM load prediction in tunnel excavation
22. Digital twin enabled real-time advanced control of TBM operation using deep learning methods
23. Online multi-objective optimization for real-time TBM attitude control with spatio-temporal deep learning model
24. Physics-informed deep reinforcement learning for enhancement on tunnel boring machine's advance speed and stability
25. Modelling clogging dynamics in groundwater systems using multiscale homogenized physics informed neural network (MHPINN)
26. Ensemble deep learning enabled multi-condition generative design of aerial building machine considering uncertainties
27. Simulation-based rescue plan modeling and performance assessment towards resilient metro systems under emergency
28. Modeling urban rail transit system resilience under natural disasters: A two-layer network framework based on link flow
29. Data-driven multi-step prediction and analysis of monthly rainfall using explainable deep learning
30. Building electricity load forecasting based on spatiotemporal correlation and electricity consumption behavior information
31. Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions
32. Dual attention-based deep learning network for multi-class object semantic segmentation of tunnel point clouds
33. Online multi-objective optimization for tunnel boring machine segment assembly considering stress concentration
34. Dynamic adaptive encoder-decoder deep learning networks for multivariate time series forecasting of building energy consumption
35. LOD2 for energy simulation (LOD2ES) for CityGML: A novel level of details model for IFC-based building features extraction and energy simulation
36. Modified boosting and bagging for building tilt rate prediction in tunnel construction
37. Dynamic and explainable deep learning-based risk prediction on adjacent building induced by deep excavation
38. Flood risk assessment and mitigation for metro stations: An evidential-reasoning-based optimality approach considering uncertainty of subjective parameters
39. Time series clustering for TBM performance investigation using spatio-temporal complex networks
40. Multi-objective optimization ensembled generative design for large-diameter tunnel passing underneath existing tunnels
41. Time series clustering-enabled geological condition perception in tunnel boring machine excavation
42. Probabilistic safety risk assessment in large-diameter tunnel construction using an interactive and explainable tree-based pipeline optimization method
43. Deep learning for large-scale point cloud segmentation in tunnels considering causal inference
44. Multi-criteria group decision-making with cloud model and TOPSIS for alternative selection under uncertainty
45. Driving forces analysis of urban ground deformation using satellite monitoring and multiscale geographically weighted regression
46. Multi-objective robust optimization for enhanced safety in large-diameter tunnel construction with interactive and explainable AI
47. Causality-based multi-model ensemble learning for safety assessment in metro tunnel construction
48. Exploring driving force factors of building energy use and GHG emission using a spatio-temporal regression method
49. Probabilistic reliability assessment of twin tunnels considering fluid–solid coupling with physics-guided machine learning
50. Time series prediction of tunnel boring machine (TBM) performance during excavation using causal explainable artificial intelligence (CX-AI)
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