Optimal Inspection and Maintenance Planning for Deteriorating Structures through Dynamic Bayesian Networks and Markov Decision Processes. - Pablo G. Morato; Konstantinos G. Papakonstantinou; Charalampos P. Andriotis; J. S. Nielsen; Philippe Rigo (CoRR, 2020)

Farm-wide virtual load monitoring for offshore wind structures via Bayesian neural networks. - Nandar Hlaing; Pablo G. Morato; Francisco de Nolasco Santos; Wout Weijtjens; Christof Devriendt; Philippe Rigo (CoRR, 2022)

IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL. - Pascal Leroy; Pablo G. Morato; Jonathan Pisane; Athanasios Kolios; Damien Ernst (NeurIPS, 2023)

Active learning for structural reliability analysis with multiple limit state functions through variance-enhanced PC-Kriging surrogate models. - J. Moran A.; Pablo G. Morato; Philippe Rigo (CoRR, 2023)

Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning. - Pablo G. Morato; C. P. Andriotis; K. G. Papakonstantinou; Philippe Rigo (Reliab. Eng. Syst. Saf., 2023)

ConBatch-BAL: Batch Bayesian Active Learning under Budget Constraints. - Pablo G. Morato; Charalampos P. Andriotis; Seyran Khademi (CoRR, 2025)