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    Metric Systems for Performance Evaluation of Active Learning Kriging Configurations for Reliability Analysis 

    Source: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering:;2024:;Volume ( 010 ):;issue: 002:;page 04024024-1
    Author(s): Koosha Khorramian; Fadi Oudah
    Publisher: ASCE
    Abstract: In active learning Kriging (AK) reliability-based analysis, a surrogate model is trained in a stepwise manner and used to evaluate the reliability of the desired system by reducing the computational cost of analysis. While ...
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    Slender RC Columns Strengthened with a Novel Hybrid Strengthening System of External Longitudinal and Transverse FRPs 

    Source: Journal of Structural Engineering:;2021:;Volume ( 147 ):;issue: 010:;page 04021154-1
    Author(s): Koosha Khorramian; Pedram Sadeghian
    Publisher: ASCE
    Abstract: In this study, the performance of slender circular concrete columns strengthened with a novel hybrid system of longitudinally bonded prefabricated fiber-reinforced polymer (FRP) laminates and transverse FRP wrapping is ...
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    Experimental Investigation of Short and Slender Rectangular Concrete Columns Reinforced with GFRP Bars under Eccentric Axial Loads 

    Source: Journal of Composites for Construction:;2020:;Volume ( 024 ):;issue: 006
    Author(s): Koosha Khorramian; Pedram Sadeghian
    Publisher: ASCE
    Abstract: In this paper, the experimental behavior of short and slender concrete columns reinforced with glass fiber-reinforced polymer (GFRP) bars under eccentric compression loading is presented. A total of 10 large-scale concrete ...
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    Recommendations for Active-Learning Kriging Reliability Analysis of Bridge Structures 

    Source: Journal of Bridge Engineering:;2025:;Volume ( 030 ):;issue: 001:;page 04024099-1
    Author(s): Elizabeth Godin-Hebert; Koosha Khorramian; Fadi Oudah
    Publisher: American Society of Civil Engineers
    Abstract: Active-learning Kriging (AK) was developed as a surrogate-aided reliability technique to address the need for efficient reliability estimation when assessing complex limit states. The results of AK analyses are sensitive ...
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