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Kim, Jungho / Yi, Sang-ri / Song, Junho (2024): Active learning-based optimization of structures under stochastic excitations with first_passage probability constraints. In: Engineering Structures, v. 307 (May 2024).
https://doi.org/10.1016/j.engstruct.2024.117873
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Kim, Taeyong / Kwon, Oh‐Sung / Song, Junho (2024): Deep learning‐based response spectrum analysis method for building structures. In: Earthquake Engineering and Structural Dynamics, v. 53, n. 4 (January 2024).
https://doi.org/10.1002/eqe.4086
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Kim, Jungho / Wang, Ziqi / Song, Junho (2024): Adaptive active subspace-based metamodeling for high-dimensional reliability analysis. In: Structural Safety, v. 106 (January 2024).
https://doi.org/10.1016/j.strusafe.2023.102404
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Kim, Taeyong / Kwon, Oh‐Sung / Song, Junho (2023): Deep learning based seismic response prediction of hysteretic systems having degradation and pinching. In: Earthquake Engineering and Structural Dynamics, v. 52, n. 8 (March 2023).
https://doi.org/10.1002/eqe.3796
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Kang, Chulyoung / Kim, Taeyong / Kwon, Oh‐Sung / Song, Junho (2023): Deep neural network‐based regional seismic loss assessment considering correlation between EDP residuals of building structures. In: Earthquake Engineering and Structural Dynamics, v. 52, n. 11 (June 2023).
https://doi.org/10.1002/eqe.3775
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Kim, Jungho / Yi, Sang-ri / Song, Junho (2023): Estimation of first-passage probability under stochastic wind excitations by active-learning-based heteroscedastic Gaussian process. In: Structural Safety, v. 100 (January 2023).
https://doi.org/10.1016/j.strusafe.2022.102268
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Kim, Jihwan / Song, Junho (2022): A Design Live Load Model for Long-Span Bridges Based on Traffic Data and Simulations. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 8, n. 4 (December 2022).
https://doi.org/10.1061/ajrua6.0001265
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Mun, Changuk / Song, Junho (2022): Bayesian‐network‐based risk modeling and inference for structures under a sequence of main and aftershocks. In: Earthquake Engineering and Structural Dynamics, v. 51, n. 5 (25 April 2022).
https://doi.org/10.1002/eqe.3604
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Kim, Jihwan / Song, Junho (2023): Bayesian updating methodology for probabilistic model of bridge traffic loads using in-service data of traffic environment. In: Structure and Infrastructure Engineering, v. 19, n. 1 (December 2023).
https://doi.org/10.1080/15732479.2021.1924797
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Kang, Chulyoung / Kwon, Oh-Sung / Song, Junho (2021): Evaluation of correlation between engineering demand parameters of structures for seismic system reliability analysis. In: Structural Safety, v. 93 (November 2021).
https://doi.org/10.1016/j.strusafe.2021.102133
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Yi, Sang-ri / Song, Junho (2021): First-passage probability estimation by Poisson branching process model. In: Structural Safety, v. 90 (May 2021).
https://doi.org/10.1016/j.strusafe.2020.102027
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Kim, Taeyong / Kwon, Oh‐Sung / Song, Junho (2021): Clustering‐based adaptive ground motion selection algorithm for efficient estimation of structural fragilities. In: Earthquake Engineering and Structural Dynamics, v. 50, n. 6 (May 2021).
https://doi.org/10.1002/eqe.3418
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Saykin, Vitaliy V. / Nguyen, Tam H. / Hajjar, Jerome F. / Deniz, Derya / Song, Junho (2020): The effect of triaxiality on finite element deletion strategies for simulating collapse of full-scale steel structures. In: Engineering Structures, v. 210 (May 2020).
https://doi.org/10.1016/j.engstruct.2020.110364
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Byun, Ji-Eun / Song, Junho (2020): Bounds on Reliability of Larger Systems by Linear Programming with Delayed Column Generation. In: Journal of Engineering Mechanics (ASCE), v. 146, n. 4 (April 2020).
https://doi.org/10.1061/(asce)em.1943-7889.0001717
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Song, Junho / Der Kiureghian, Armen (2003): Bounds on System Reliability by Linear Programming. In: Journal of Engineering Mechanics (ASCE), v. 129, n. 6 (June 2003).
https://doi.org/10.1061/(asce)0733-9399(2003)129:6(627)
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Andrews, Blake M. / Song, Junho / Fahnestock, Larry A. (2009): Assessment of buckling-restrained braced frame reliability using an experimental limit-state model and stochastic dynamic analysis. In: Earthquake Engineering and Engineering Vibration, v. 8, n. 3 (September 2009).
https://doi.org/10.1007/s11803-009-9013-8
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Gencturk, Bora / Elnashai, Amr S. / Song, Junho (2008): Fragility Relationships for Populations of Woodframe Structures Based on Inelastic Response. In: Journal of Earthquake Engineering, v. 12, n. 1 ( 2008).
https://doi.org/10.1080/13632460802013818
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Kim, Jihwan / Song, Junho (2019): A Comprehensive Probabilistic Model of Traffic Loads based on Weigh-in-Motion Data for Applications to Bridge Structures. In: KSCE Journal of Civil Engineering, v. 23, n. 8 (July 2019).
https://doi.org/10.1007/s12205-019-2432-9
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Andrews, Blake M. / Fahnestock, Larry A. / Song, Junho (2009): Ductility capacity models for buckling-restrained braces. In: Journal of Constructional Steel Research, v. 65, n. 8-9 (August 2009).
https://doi.org/10.1016/j.jcsr.2009.02.007
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Kim, Youngsuk / Kang, Won-Hee / Song, Junho (2012): Assessment of Seismic Risk and Importance Measures of Interdependent Networks using a Non Simulation-Based Method. In: Journal of Earthquake Engineering, v. 16, n. 6 ( 2012).
https://doi.org/10.1080/13632469.2012.661121
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Wang, Ziqi / Song, Junho (2017): Equivalent linearization method using Gaussian mixture (GM-ELM) for nonlinear random vibration analysis. In: Structural Safety, v. 64 (January 2017).
https://doi.org/10.1016/j.strusafe.2016.08.005
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Wang, Ziqi / Song, Junho (2016): Cross-entropy-based adaptive importance sampling using von Mises-Fisher mixture for high dimensional reliability analysis. In: Structural Safety, v. 59 (March 2016).
https://doi.org/10.1016/j.strusafe.2015.11.002
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Kurtz, Nolan / Song, Junho (2013): Cross-entropy-based adaptive importance sampling using Gaussian mixture. In: Structural Safety, v. 42 (May 2013).
https://doi.org/10.1016/j.strusafe.2013.01.006
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Kang, Won-Hee / Song, Junho (2010): Evaluation of multivariate normal integrals for general systems by sequential compounding. In: Structural Safety, v. 32, n. 1 (January 2010).
https://doi.org/10.1016/j.strusafe.2009.06.001
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Lim, Hyun-Woo / Song, Junho (2012): Efficient risk assessment of lifeline networks under spatially correlated ground motions using selective recursive decomposition algorithm. In: Earthquake Engineering and Structural Dynamics, v. 41, n. 13 (25 October 2012).
https://doi.org/10.1002/eqe.2162
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Otsuka, Reece P. / Work, Daniel B. / Song, Junho (2016): Estimating post-disaster traffic conditions using real-time data streams. In: Structure and Infrastructure Engineering, v. 12, n. 8 (August 2016).
https://doi.org/10.1080/15732479.2015.1054293
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Lee, Se-Hyeok / Song, Junho (2016): Bayesian-network-based system identification of spatial distribution of structural parameters. In: Engineering Structures, v. 127 (November 2016).
https://doi.org/10.1016/j.engstruct.2016.08.029
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Deniz, Derya / Song, Junho / Hajjar, Jerome F. (2017): Energy-based seismic collapse criterion for ductile planar structural frames. In: Engineering Structures, v. 141 (June 2017).
https://doi.org/10.1016/j.engstruct.2017.02.051
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Yi, Sang-ri / Wang, Ziqi / Song, Junho (2018): Bivariate Gaussian mixture-based equivalent linearization method for stochastic seismic analysis of nonlinear structures. In: Earthquake Engineering and Structural Dynamics, v. 47, n. 3 (March 2018).
https://doi.org/10.1002/eqe.2985
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Deniz, Derya / Song, Junho / Hajjar, Jerome F. (2018): Energy-based sidesway collapse fragilities for ductile structural frames under earthquake loadings. In: Engineering Structures, v. 174 (November 2018).
https://doi.org/10.1016/j.engstruct.2018.07.019