Projects per year
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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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LEAP-HI: Optimal Design and Life-Long Adaptation of Civil Infrastructure in a Changing and Uncertain Environment for a Sustainable Future
Warn, G. P., Forest, C., Bilec, M., McPhillips, L. & Papakonstantinou, K.
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
7/1/18 → 6/30/23
Project: Research project
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AI-enabled fiscally constrained life-cycle asset management for infrastructure systems
University Transportation Centers
1/20/20 → 6/21/21
Project: Research project
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Strategic Prioritization and Planning of Transportation Infrastructure Maintenance, Rehabilitation, and Improvements Incorporating Continuously-Sensed Data
Miller-hooks, E., Mcneil, S., Stoffels, S. M. & Papakonstantinou, K.
University Transportation Centers
3/1/19 → 3/1/21
Project: Research project
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A Nonlinear Programming Paradigm for Hybrid Elements Formulation Towards High-Performance Collapse Simulations
8/1/16 → 7/31/21
Project: Research project
Research output
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Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes
Morato, P. G., Papakonstantinou, K. G., Andriotis, C. P., Nielsen, J. S. & Rigo, P., Jan 2022, In: Structural Safety. 94, 102140.Research output: Contribution to journal › Article › peer-review
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Scaled Spherical Simplex Filter and State-Space Damage-Plasticity Finite-Element Model for Computationally Efficient System Identification
Amir, M., Papakonstantinou, K. G. & Warn, G. P., Feb 1 2022, In: Journal of Engineering Mechanics. 148, 2, 04021138.Research output: Contribution to journal › Article › peer-review
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A Scaled Spherical Simplex Filter (S3F) with a decreased n + 2 sigma points set size and equivalent 2n + 1 Unscented Kalman Filter (UKF) accuracy
Papakonstantinou, K. G., Amir, M. & Warn, G. P., 2021, (Accepted/In press) In: Mechanical Systems and Signal Processing. 107433.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
Andriotis, C. P. & Papakonstantinou, K. G., Aug 2021, In: Reliability Engineering and System Safety. 212, 107551.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Geometrically exact hybrid beam element based on nonlinear programming
Lyritsakis, C. M., Andriotis, C. P. & Papakonstantinou, K. G., Jul 15 2021, In: International Journal for Numerical Methods in Engineering. 122, 13, p. 3273-3299 27 p.Research output: Contribution to journal › Article › peer-review