1 citations · 1 across the 5 of their papers we have counts for
5 papers
Quadratic Point Estimate Method for Uncertainty Quantification with Dependent Non-Gaussian Inputs
Minhyeok Ko, Konstantinos G. Papakonstantinou
As an extension of the Point Estimate Method (PEM) to evaluate probabilistic moments of quantities of interest (QoI) in general -dimensional spaces, the Quadratic Point Estimate…
Probabilistic Hazard Analysis Framework with Stochastic Optimal Control for Deteriorating Civil Infrastructure Systems
Sudhir P. Jodha, Konstantinos G. Papakonstantinou
The safety and resilience of civil infrastructure systems are increasingly threatened by compounded risks from various hazard events and structural deterioration due to environment…
Gradient-free Importance Sampling Scheme for Efficient Reliability Estimation
Elsayed Eshra, Konstantinos G. Papakonstantinou
This work presents a novel gradient-free importance sampling-based framework for precisely and efficiently estimating rare event probabilities, often encountered in reliability ana…
A Direct Importance Sampling-based Framework for Rare Event Uncertainty Quantification in Non-Gaussian Spaces
Elsayed Eshra, Konstantinos G. Papakonstantinou, Hamed Nikbakht
This work introduces a novel framework for precisely and efficiently estimating rare event probabilities in complex, high-dimensional non-Gaussian spaces, building on our foundatio…
Quadratic Point Estimate Method for Probabilistic Moments Computation
Minhyeok Ko, Konstantinos G. Papakonstantinou
This paper presents in detail the originally developed Quadratic Point Estimate Method (QPEM), aimed at efficiently and accurately computing the first four output moments of probab…