Pablo G. Morato

According to our database, Pablo G. Morato authored at least 5 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., July, 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

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

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

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

2020

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