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Charalampos P. Andriotis
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Cited by
Year
Managing engineering systems with large state and action spaces through deep reinforcement learning
CP Andriotis, KG Papakonstantinou
Reliability Engineering & System Safety 191, 106483, 2019
1822019
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
CP Andriotis, KG Papakonstantinou
Reliability Engineering & System Safety 212, 107551, 2021
1002021
POMDP and MOMDP solutions for structural life-cycle cost minimization under partial and mixed observability
KG Papakonstantinou, CP Andriotis, M Shinozuka
Structure and Infrastructure Engineering 14 (7), 869-882, 2018
492018
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes
PG Morato, KG Papakonstantinou, CP Andriotis, JS Nielsen, P Rigo
Structural Safety 94, 102140, 2022
462022
Value of structural health information in partially observable stochastic environments
CP Andriotis, KG Papakonstantinou, EN Chatzi
arXiv preprint arXiv:1912.12534, 2020
342020
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning
PG Morato, CP Andriotis, KG Papakonstantinou, P Rigo
Reliability Engineering & System Safety 235, 109144, 2023
242023
Extended and generalized fragility functions
CP Andriotis, KG Papakonstantinou
Journal of Engineering Mechanics 144 (9), 04018087, 2018
242018
Modeling reinforced concrete structures using smooth plasticity and damage models
C Andriotis, I Gkimousis, V Koumousis
Journal of Structural Engineering 142 (2), 04015105, 2016
232016
Point-based POMDP solvers for life-cycle cost minimization of deteriorating structures
KG Papakonstantinou, C Andriotis, M Shinozuka
Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil …, 2016
172016
Quantifying the value of structural monitoring for decision making
KG Papakonstantinou, CP Andriotis, H Gao, EN Chatzi
13th International Conference on Applications of Statistics and Probability …, 2019
142019
Nonlinear programming hybrid beam-column element formulation for large-displacement elastic and inelastic analysis
CP Andriotis, KG Papakonstantinou, VK Koumousis
Journal of Engineering Mechanics 144 (10), 04018096, 2018
112018
POMDP solutions for monitored structures
KG Papakonstantinou, CP Andriotis, M Shinozuka
IFIP WG-7.5 Conference on Reliability and Optimization of Structural Systems …, 2016
102016
Life-cycle policies for large engineering systems under complete and partial observability
CP Andriotis, KG Papakonstantinou
13th International Conference on Applications of Statistics and Probability …, 2019
82019
Deep reinforcement learning-based life-cycle management of deteriorating transportation systems
M Saifullah, CP Andriotis, KG Papakonstantinou, SM Stoffels
Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and …, 2022
62022
Appraisal and mathematical properties of fragility analysis methods
S Yi, KG Papakonstantinou, CP Andriotis, J Song
Proceedings of the 13th International Conference on Structural Safety and …, 2022
52022
Large-scale wildfire mitigation through deep reinforcement learning
A Altamimi, C Lagoa, JG Borges, ME McDill, CP Andriotis, ...
Frontiers in Forests and Global Change 5, 734330, 2022
42022
Managing offshore wind turbines through Markov decision processes and dynamic Bayesian networks
PG Morato, KG Papakonstantinou, CP Andriotis, P Rigo
13th International Conference on Structural Safety & Reliability (ICOSSAR), 2022
42022
Dependent Markov models for long-term structural fragility
CP Andriotis, KG Papakonstantinou
11th National Conference on Earthquake Engineering (NCEE), Los Angeles, CA, USA, 2018
32018
Probabilistic structural performance assessment in hidden damage spaces
CP Andriotis, KG Papakonstantinou
Proceedings of Computational Stochastic Mechanics Conference (CSM), 2018
32018
Generalized multivariate fragility functions with multiple damage states
CP Andriotis, KG Papakonstantinou
12th International Conference on Structural Safety & Reliability (ICOSSAR …, 2017
32017
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Articles 1–20