| Risk-informed structural repair decision making for service life extension of aging naval ships Y Liu, DM Frangopol, M Cheng Marine Structures 64, 305-321, 2019 | 35 | 2019 |
| Risk-based life-cycle optimal dry-docking inspection of corroding ship hull tankers C Gong, DM Frangopol, M Cheng Engineering Structures 195, 559-567, 2019 | 33 | 2019 |
| A decision-making framework for load rating planning of aging bridges using deep reinforcement learning M Cheng, DM Frangopol Journal of Computing in Civil Engineering 35 (6), 04021024, 2021 | 29 | 2021 |
| Life-cycle optimization of structural systems based on cumulative prospect theory: Effects of the reference point and risk attitudes M Cheng, DM Frangopol Reliability engineering & system safety 218, 108100, 2022 | 26 | 2022 |
| Investigation of effects of time preference and risk perception on life-cycle management of civil infrastructure M Cheng, DY Yang, DM Frangopol ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2020 | 24 | 2020 |
| Transfer prior knowledge from surrogate modelling: A meta-learning approach M Cheng, C Dang, DM Frangopol, M Beer, XX Yuan Computers & Structures 260, 106719, 2022 | 19 | 2022 |
| Risk-based decision-making on corrosion delay for ship hull tankers C Gong, DM Frangopol, M Cheng Engineering Structures 212, 110455, 2020 | 17 | 2020 |
| Optimal load rating-based inspection planning of corroded steel girders using Markov decision process M Cheng, DM Frangopol Probabilistic Engineering Mechanics 66, 103160, 2021 | 11 | 2021 |
| Acceptance of corrosion-resistant steel in design of steel girder bridges based on expected utility theory M Cheng, DM Frangopol, C Gong Journal of Bridge Engineering 25 (11), 04020098, 2020 | 11 | 2020 |
| Optimum condition-based maintenance policy with dynamic inspections based on reinforcement learning J Cheng, Y Liu, M Cheng, W Li, T Li Ocean Engineering 261, 112058, 2022 | 10 | 2022 |
| Efficient scenario analysis for optimal adaptation of bridge networks under deep uncertainties through knowledge transfer M Cheng, DM Frangopol Structural Safety 100, 102278, 2023 | 7 | 2023 |
| Contemporary Recommendation Systems on Big Data and Their Applications: A Survey Z Xia, A Sun, J Xu, Y Peng, R Ma, M Cheng arXiv e-prints, arXiv: 2206.02631, 2022 | 5 | 2022 |
| Knowledge transfer for adaptive maintenance policy optimization in engineering fleets based on meta-reinforcement learning J Cheng, M Cheng, Y Liu, J Wu, W Li, DM Frangopol Reliability Engineering & System Safety 247, 110127, 2024 | 3 | 2024 |
| Data-driven life-cycle risk assessment of bridge networks using Bayesian network M Cheng, HO Gao Life-Cycle of Structures and Infrastructure Systems, 1953-1960, 2023 | 3 | 2023 |
| Contemporary Recommendation Systems on Big Data and Their Applications: A Survey Z Xia, A Sun, J Xu, Y Peng, R Ma, M Cheng IEEE Access, 2024 | 2 | 2024 |
| Assessing sustainable practices in architecture: A data-driven analysis of LEED certification adoption and impact in top firms from 2000 to 2023 J Xu, M Cheng, A Sun Frontiers of Architectural Research, 2024 | 1 | 2024 |
| Application of Cumulative Prospect Theory to Optimal Inspection Decision-Making for Ship Structures C Gong, DM Frangopol, M Cheng Model Validation and Uncertainty Quantification, Volume 3: Proceedings of …, 2020 | 1 | 2020 |
| Automated knowledge graphs for complex systems (AutoGraCS): Applications to management of bridge networks M Cheng, SMH Shah, A Nanni, HO Gao Resilient Cities and Structures 3 (4), 95-106, 2024 | | 2024 |
| Meta-learning method for efficient time-variant reliability analysis of deteriorating structures T Gao, J Cheng, Y Liu, M Cheng, DM Frangopol Life-Cycle of Structures and Infrastructure Systems, 1763-1769, 2023 | | 2023 |
| Probabilistic Life-Cycle Management of Structural Systems Considering Attitudes and Perceptions of Decision-Makers and Machine Learning M Cheng Lehigh University, 2022 | | 2022 |
Dan M. FrangopolProfessor of Structural Engineering, Lehigh UniversityVerified email at lehigh.edu
