Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Dive into the research topics where Konstantinos Papakonstantinou is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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LEAP-HI: Optimal Design and Life-Long Adaptation of Civil Infrastructure in a Changing and Uncertain Environment for a Sustainable Future
Forest, C. (CoPI), Bilec, M. (CoPI), Warn, G. P. (PI), Papakonstantinou, K. (CoPI) & McPhillips, L. (CoPI)
9/1/21 → 8/31/25
Project: Research project
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CAREER: Optimal Engineering Decision-making Under Uncertainties for Enhanced Structural Life-cycle
Papakonstantinou, K. (PI)
7/1/18 → 6/30/23
Project: Research project
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Reducing the Cost and Facilitating Broader Adoption of Ultra-High-Performance Concrete (UHPC) in Bridges
Rajabipour, F. (PI), Naito, C. C. (CoPI), Wang, L. L. (PI), Sause, R. (PI), Lattanzi, D. D. (PI), Miller-hooks, E. E. (PI), Mcneil, S. S. (PI), Mondal, P. P. (PI), Head, M. M. (PI), Stoffels, S. M. (CoPI), Papakonstantinou, K. (CoPI), Palese, J. J. (PI), Roberts-wollmann, C. C. (PI), Donnell, E. T. (PI), Gifford, J. L. (PI), Shenton, H. H. (PI), Efe, S. S. (PI), Tatar, J. J. (PI), Sarlo, R. (PI), Abbas, M. M. (CoPI), Dai, F. F. (CoPI), Pakzad, S. S. (PI), Huang, H. H. (PI), Zarembski, A. A. (CoPI), Dai, F. F. (PI), Takac, M. M. (CoPI), Shokouhian, M. M. (PI), Guler, S. S. (PI), Gayah, V. V. (CoPI), Radlinska, A. Z. (PI), Kusko, C. C. (PI), Attoh-okine, N. N. (CoPI), Yoon, Y. Y. (PI), Na, R. R. (PI), Lattanzi, D. D. (CoPI), Hebdon, M. H. M. H. (CoPI), Zaniewski, J. J. (CoPI), Brand, A. A. (PI), Kaladharan, G. G. (CoPI), Casady, C. C. (CoPI), Solaimanian, M. (PI), Qiu, T. T. (CoPI), Shen, C. C. (CoPI), Head, M. M. (CoPI), Frangopol, D. D. (PI), Guler, I. I. (PI), Qui, T. T. (PI), Pessiki, S. S. (PI) & Hodgson, I. I. (CoPI)
U.S. Department of Transportation
6/5/18 → 9/30/24
Project: Research project
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A Nonlinear Programming Paradigm for Hybrid Elements Formulation Towards High-Performance Collapse Simulations
Papakonstantinou, K. (PI)
8/1/16 → 7/31/21
Project: Research project
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POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance
Arcieri, G., Hoelzl, C., Schwery, O., Straub, D., Papakonstantinou, K. G. & Chatzi, E., Oct 2024, In: Machine Learning. 113, 10, p. 7967-7995 29 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
A Comparison of Value-based and Policy-based Reinforcement Learning for Monitoring-informed Railway Maintenance Planning
Arcieri, G., Hoelzl, C., Schwery, O., Straub, D., Papakonstantinou, K. G. & Chatzi, E., 2023, Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring. Farhangdoust, S., Guemes, A. & Chang, F.-K. (eds.). DEStech Publications, p. 2449-2459 11 p. (Structural Health Monitoring 2023: Designing SHM for Sustainability, Maintainability, and Reliability - Proceedings of the 14th International Workshop on Structural Health Monitoring).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems
Arcieri, G., Hoelzl, C., Schwery, O., Straub, D., Papakonstantinou, K. G. & Chatzi, E., Nov 2023, In: Reliability Engineering and System Safety. 239, 109496.Research output: Contribution to journal › Article › peer-review
Open Access10 Scopus citations -
Deep reinforcement learning-based life-cycle management of deteriorating transportation systems
Saifullah, M., Andriotis, C. P., Papakonstantinou, K. G. & Stoffels, S. M., 2023, Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability - Proceedings of the 11th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2022. Casas, J.-R., Frangopol, D. M. & Turmo, J. (eds.). CRC Press/Balkema, p. 293-301 9 p. (Bridge Safety, Maintenance, Management, Life-Cycle, Resilience and Sustainability - Proceedings of the 11th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
Determining desired sorbent properties for proton-coupled electron transfer-controlled CO2 capture using an adaptive sampling-refined classifier
Boualavong, J., Papakonstantinou, K. G. & Gorski, C. A., Jun 15 2023, In: Chemical Engineering Science. 274, 118673.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations