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Konstantinos Papakonstantinou

 https://orcid.org/0000-0002-5254-1066
    Calculated based on number of publications stored in Pure and citations from Scopus
    20082025

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    • 2024

      Deep reinforcement learning-driven life-cycle management of bridge and pavement systems

      Bhattacharya, A., Saifullah, M. & Papakonstantinou, K. G., 2024, Bridge Maintenance, Safety, Management, Digitalization and Sustainability - Proceedings of the 12th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2024. Jensen, J. S., Frangopol, D. M. & Schmidt, J. W. (eds.). CRC Press/Balkema, p. 3380-3388 9 p. (Bridge Maintenance, Safety, Management, Digitalization and Sustainability - Proceedings of the 12th International Conference on Bridge Maintenance, Safety and Management, IABMAS 2024).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
    • 2023

      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

    • 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

    • Optimal Design and Life-Long Adaptation of Civil Infrastructure under Climate Change and Uncertain Demands

      Bhattacharya, A., Warn, G. P., Papakonstantinou, K. G., Bilec, M. M., McPhillips, L., Forest, C. E., Hasan, R., Sharma, A. & Chavda, D., 2023, ASCE Inspire 2023: Infrastructure Innovation and Adaptation for a Sustainable and Resilient World - Selected Papers from ASCE Inspire 2023. Ayyub, B. M. (ed.). American Society of Civil Engineers (ASCE), p. 70-79 10 p. (ASCE Inspire 2023: Infrastructure Innovation and Adaptation for a Sustainable and Resilient World - Selected Papers from ASCE Inspire 2023).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 2019

      A direct hamiltonian MCMC approach for reliability estimation

      Nikbakht, H. & Papakonstantinou, K. G., 2019, Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019. Papadrakakis, M., Papadopoulos, V. & Stefanou, G. (eds.). National Technical University of Athens, p. 735-747 13 p. (Proceedings of the 3rd International Conference on Uncertainty Quantification in Computational Sciences and Engineering, UNCECOMP 2019).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      Open Access
      2 Scopus citations

    • Nonlinear programming approach to a shear-deformable hybrid beam element for large displacement analysis

      Lyritsakis, C. M., Andriotis, C. P. & Papakonstantinou, K. G., 2019, COMPDYN 2019 - 7th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering, Proceedings. Papadrakakis, M. & Fragiadakis, M. (eds.). National Technical University of Athens, p. 4707-4718 12 p. (COMPDYN Proceedings; vol. 3).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 2018

      A unified nonlinear structural analysis framework based on a degrading hysteretic beam element model

      Amir, M., Papakonstantinou, K. G. & Warn, G. P., 2018, 11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy. Earthquake Engineering Research Institute, p. 6826-6836 11 p. (11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy; vol. 11).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • Dependent markov models for long-term structural fragility

      Andriotis, C. P. & Papakonstantinou, K. G., 2018, 11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy. Earthquake Engineering Research Institute, p. 4046-4050 5 p. (11th National Conference on Earthquake Engineering 2018, NCEE 2018: Integrating Science, Engineering, and Policy; vol. 7).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 2017

      Point-based pomdp solvers for life-cycle cost minimization of deteriorating structures

      Papakonstantinou, K. G., Andriotis, C. & Shinozuka, M., 2017, Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil Infrastructure - 5th International Symposium on Life-Cycle Engineering, IALCCE 2016. Bakker, J., Frangopol, D. M. & van Breugel, K. (eds.). CRC Press/Balkema, p. 427-434 8 p. (Life-Cycle of Engineering Systems: Emphasis on Sustainable Civil Infrastructure - 5th International Symposium on Life-Cycle Engineering, IALCCE 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      6 Scopus citations
    • 2015

      A fully parametric non-stationary spectral-based stochastic ground motion model

      Vlachos, C., Deodatis, G. & Papakonstantinou, K., Jan 1 2015, 12th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2015. University of British Columbia, (12th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations

    • Life-cycle cost policies based on uncertain structural data and stochastic models

      Papakonstantinou, K. G. & Shinozuka, M., 2015, Life-Cycle of Structural Systems: Design, Assessment, Maintenance and Management - Proceedings of the 4th International Symposium on Life-Cycle Civil Engineering, IALCCE 2014. Furuta, H., Frangopol, D. M. & Akiyama, M. (eds.). CRC Press/Balkema, p. 566-573 8 p. (Life-Cycle of Structural Systems: Design, Assessment, Maintenance and Management - Proceedings of the 4th International Symposium on Life-Cycle Civil Engineering, IALCCE 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    • 2013

      Efficient techniques for direct and inverse analysis of structural deterioration in stochastic models

      Papakonstantinou, K. G., 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 2875-2882 8 p. (Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations

    • Stochastic control in a Bayesian framework for structural state assessment and decision making

      Papakonstantinou, K. G. & Shinozuka, M., 2013, Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013. p. 3903-3910 8 p. (Safety, Reliability, Risk and Life-Cycle Performance of Structures and Infrastructures - Proceedings of the 11th International Conference on Structural Safety and Reliability, ICOSSAR 2013).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      1 Scopus citations
    • 2012

      Remote monitoring: Concept and pilot study

      Shinozuka, M., Torbol, M. & Papakonstantinou, K., Jul 23 2012, Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management. p. 114-121 8 p. (Bridge Maintenance, Safety, Management, Resilience and Sustainability - Proceedings of the Sixth International Conference on Bridge Maintenance, Safety and Management).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      5 Scopus citations
    • 2011

      Experimental and analytical study of water pipe's rupture for damage identification purposes

      Papakonstantinou, K. G., Shinozuka, M. & Beikae, M., 2011, Nondestructive Characterization for Composite Materials, Aerospace Engineering, Civil Infrastructure, and Homeland Security 2011. 798329. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 7983).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

      3 Scopus citations

    • Spatial deterioration model updating of aging RC structures based on inspection information

      Papakonstantinou, K. G. & Shinozuka, M., 2011, Applications of Statistics and Probability in Civil Engineering -Proceedings of the 11th International Conference on Applications of Statistics and Probability in Civil Engineering. Taylor and Francis Inc., p. 2319-2327 9 p. (Applications of Statistics and Probability in Civil Engineering -Proceedings of the 11th International Conference on Applications of Statistics and Probability in Civil Engineering).

      Research output: Chapter in Book/Report/Conference proceeding › Conference contribution