Probabilistic risk assessment based model validation method using Bayesian network. - Shinyoung Kwag; Abhinav Gupta 005; Nam Dinh (Reliab. Eng. Syst. Saf., 2018)

Application of a Bayesian hierarchical model to system identification of structural parameters. - Shinyoung Kwag; Bu Seog Ju (Eng. Comput., 2020)

Development of efficient complete-sampling-based seismic PSA method for nuclear power plant. - Shinyoung Kwag; Junhee Park; In-Kil Choi (Reliab. Eng. Syst. Saf., 2020)

Toward improvement of sampling-based seismic probabilistic safety assessment method for nuclear facilities using composite distribution and adaptive discretization. - Shinyoung Kwag; Eujeong Choi; Seunghyun Eem; Jeong-Gon Ha; Daegi Hahm (Reliab. Eng. Syst. Saf., 2021)

A computationally efficient approach of tuned mass damper design for a nuclear cabinet based on two-step machine learning and optimization methods. - Chaeyeon Go; Shinyoung Kwag; Seunghyun Eem; Jinsung Kwak; Jinho Oh (Adv. Eng. Softw., 2024)

Sequential machine learning based fragility analysis: Sequential ML-FA for reactor containment vessel subjected to internal pressure. - Bu Seog Ju; Hoyoung Son; Shinyoung Kwag; Sangwoo Lee (Adv. Eng. Softw., 2024)

Computationally efficient Complete-Sampling-based fault tree analyses for seismic probabilistic safety assessment of nuclear facilities. - Shinyoung Kwag; Eujeong Choi; Daegi Hahm; Minkyu Kim; Seunghyun Eem (Expert Syst. Appl., 2025)

Probabilistic safety assessment of off-site power system under typhoon considering failure correlation between transmission towers. - Gungyu Kim; Shinyoung Kwag; Seunghyun Eem; Daegi Hahm; Jin Hee Park (Reliab. Eng. Syst. Saf., 2025)