Shinyoung Kwag

According to our database, Shinyoung Kwag authored at least 7 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

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

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

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

2021

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

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

Application of a Bayesian hierarchical model to system identification of structural parameters.

Shinyoung Kwag, Bu Seog Ju

Eng. Comput., 2020

2018

Probabilistic risk assessment based model validation method using Bayesian network.

Shinyoung Kwag, Abhinav Gupta, Nam Dinh

Reliab. Eng. Syst. Saf., 2018