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K

Konstantinos G. Papakonstantinou

pennsylvania commonwealth system of higher education (pcshe)

20H-index
109Paper Count
1.8KCitation Count
Published Papers 31
Publication Date
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ESOP Expression Minimization for Multi-Valued Functions Using Nonlinear Integer Programming
errMathematics
IF2.2
err2026-05-07
err0
errOAAI
errPapakonstantinou, George; Papakonstantinou, Konstantinos G.
errShare
errSave
Deep belief Markov models for POMDP inference
errNeural Networks
IF6.3
err2025-12-05
err0
errOAAI
errGiacomo Arcieri; Konstantinos G. Papakonstantinou; Daniel Straub; Eleni Chatzi
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errSave
District-level bridge networks management with multi-agent reinforcement learning: from theory to real-world application
errStructure and Infrastructure Engineering
IF2.6
err2025-10-30
err0
errOAAI
errAshmita Bhattacharya; Mohammad Saifullah; Konstantinos G. Papakonstantinou
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errSave
A direct importance sampling-based framework for rare event uncertainty quantification in non-Gaussian spaces
errReliability Engineering & System Safety
IF11
err2025-05-21
err0
PREAI
errElsayed Eshra; Konstantinos G. Papakonstantinou; Hamed Nikbakht
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errSave
Optimal life-cycle adaptation of coastal infrastructure under climate change
errNATURE COMMUNICATIONS
IF15.7
err2025-01-27
err0
errOAAI
errBhattacharya, Ashmita; Papakonstantinou, Konstantinos G.; Warn, Gordon P.; Mcphillips, Lauren; Bilec, Melissa M.; Forest, Chris E.; Hasan, Rahaf; Chavda, Digant
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errSave
Quadratic point estimate method for probabilistic moments computation
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2025-01-01
err0
errOAAI
errKo, Minhyeok; Papakonstantinou, Konstantinos G.
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errSave
POMDP inference and robust solution via deep reinforcement learning: an application to railway optimal maintenance
errMACHINE LEARNING
IF2.9
err2024-05-31
err0
errOAAI
errArcieri, Giacomo; Hoelzl, Cyprien; Schwery, Oliver; Straub, Daniel; Papakonstantinou, Konstantinos G.; Chatzi, Eleni
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errSave
Bridging POMDPs and Bayesian decision making for robust maintenance planning under model uncertainty: An application to railway systems
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-11-01
err7
errOAAI
errArcieri, Giacomo; Hoelzl, Cyprien; Schwery, Oliver; Straub, Daniel; Papakonstantinou, Konstantinos G.; Chatzi, Eleni
errShare
errSave
Hamiltonian MCMC methods for estimating rare events probabilities in high-dimensional problems
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2023-10-01
err2
errOAAI
errPapakonstantinou, Konstantinos G.; Nikbakht, Hamed; Eshra, Elsayed
errShare
errSave
Inference and dynamic decision-making for deteriorating systems with probabilistic dependencies through Bayesian networks and deep reinforcement learning
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2023-07-01
err19
errOAAI
errMorato, P. G.; Andriotis, C. P.; Papakonstantinou, K. G.; Rigo, P.
errShare
errSave
Determining desired sorbent properties for proton-coupled electron transfer-controlled CO2 capture using an adaptive sampling-refined classifier
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2023-06-01
err5
errOAAI
errBoualavong, Jonathan; Papakonstantinou, Konstantinos G.; Gorski, Christopher A.
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errSave
State-Space Formulation for Structural Analysis with Coupled Degradation-Plasticity and Geometric Nonlinearity
errJOURNAL OF STRUCTURAL ENGINEERING
IF3.9
err2022-04-01
err7
PREAI
errAmir, M.; Papakonstantinou, K. G.; Warn, G. P.
errShare
errSave
Scaled Spherical Simplex Filter and State-Space Damage-Plasticity Finite-Element Model for Computationally Efficient System Identification
errengineering fracture mechanics
IF3.2
err2022-02-01
err7
PREAI
errAmir, M.; Papakonstantinou, K. G.; Warn, G. P.
errShare
errSave
A Scaled Spherical Simplex Filter (S3F) with a decreased n+2 sigma points set size and equivalent 2n+1 Unscented Kalman Filter (UKF) accuracy
errMECHANICAL SYSTEMS AND SIGNAL PROCESSING
IF8.9
err2022-01-01
err17
errOAAI
errPapakonstantinou, Konstantinos G.; Amir, Mariyam; Warn, Gordon P.
errShare
errSave
Optimal inspection and maintenance planning for deteriorating structural components through dynamic Bayesian networks and Markov decision processes
errSTRUCTURAL SAFETY
IF6.3
err2022-01-01
err36
errOAAI
errMorato, P. G.; Papakonstantinou, K. G.; Andriotis, C. P.; Nielsen, J. S.; Rigo, P.
errShare
errSave
Value of structural health information in partially observable stochastic environments
errSTRUCTURAL SAFETY
IF6.3
err2021-11-01
err14
errOAAI
errAndriotis, Charalampos P.; Papakonstantinou, Konstantinos G.; Chatzi, Eleni N.
errShare
errSave
Deep reinforcement learning driven inspection and maintenance planning under incomplete information and constraints
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2021-08-01
err73
errOAAI
errAndriotis, C. P.; Papakonstantinou, K. G.
errShare
errSave
Hysteretic Beam Finite-Element Model Including Multiaxial Yield/Capacity Surface Evolution with Degradations
errengineering fracture mechanics
IF3.2
err2020-09-01
err11
errOAAI
errAmir, M.; Papakonstantinou, K. G.; Warn, G. P.
errShare
errSave
Managing engineering systems with large state and action spaces through deep reinforcement learning
errRELIABILITY ENGINEERING & SYSTEM SAFETY
IF11
err2019-11-01
err134
errOAAI
errAndriotis, C. P.; Papakonstantinou, K. G.
errShare
errSave
A multi-objective approach for profit-driven feature selection in credit scoring
errDECISION SUPPORT SYSTEMS
IF6.8
err2019-05-01
err93
errOAAI
errKozodoi, Nikita; Lessmann, Stefan; Papakonstantinou, Konstantinos; Gatsoulis, Yiannis; Baesens, Bart
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errSave

Research Directions

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Co-authors
Cooperation Journals
R
Robert W. Furness
H-index: 80 · Papers: 384
M
Masanobu Shinozuka
H-index: 71 · Papers: 535
B
Bart Baesens
H-index: 69 · Papers: 511
E
Eleni Chatzi
H-index: 51 · Papers: 661
D
Dániel Straub
H-index: 51 · Papers: 431
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