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An integrated machine-learning platform for assessing various dynamic responses of steel beams File

Rhee, Jeong H. , Nguyen, Hoang D. , Kim, Moon K. , Lim, Yun M. , Kim, Gun

Article Issue Date2024-03 View129

An optimal procedure for fragility analysis of nuclear containment structures under internal pressure File

Nguyen, Hoang D. , Kim, Chanyoung , Shin, Myoungsu

Article Issue Date2025-06 View72

Development of data-driven models to predict seismic drift response of RC wall structures: An application of deep neural networks File

Nguyen, Hoang D. , Kim, Chanyoung , Lee, Kihak , Shin, Myoungsu

Article Issue Date2024-11 View107

Development of ensemble machine learning models for evaluating seismic demands of steel moment frames File

Nguyen, Hoang D. , Kim, JunHee , Shin, Myoungsu

Article Issue Date2022-07 View121

Development of extreme gradient boosting model for prediction of punching shear resistance of R/C interior slabs File

Nguyen, Hoang D. , Gia Toai Truong , Shin, Myoungsu

Article Issue Date2021-05 View87

Effects of soil-structure interaction on seismic performance of a low-rise R/C moment frame considering material uncertainties File

Nguyen, Hoang D. , Shin, Myoungsu

Article Issue Date2021-12 View103

Fragility analysis of APR-1400 nuclear containment structures under internal pressure File

Kim, Chanyoung , Nguyen, Hoang D. , Shin, Myoungsu , Lafave, James M.

Article Issue Date2025-03 View38

Hydrogenated Graphene with Tunable Poisson's Ratio Using Machine Learning: Implication for Wearable Devices and Strain Sensors File

Ho, Viet Hung , Nguyen, Cao Thang , Nguyen, Hoang D. , Oh, Hyun Suk , Shin, Myoungsu , Kim, Sung Youb

Article Issue Date2022-08 View120

Incorporation of machine learning into multiple stripe seismic fragility analysis of reinforced concrete wall structures File

Nguyen, Hoang D. , Kim, Chanyoung , Lee, Young-Joo , Shin, Myoungsu

Article Issue Date2024-11 View120

Machine learning models for predicting maximum displacement of triple pendulum isolation systems File

Nguyen, Nam, V , Nguyen, Hoang D. , Dao, Nhan D.

Article Issue Date2022-02 View64

Machine learning-based prediction for maximum displacement of seismic isolation systems File

Nguyen, Hoang D. , Dao, Nhan D. , Shin, Myoungsu

Article Issue Date2022-07 View114

Optimal intensity measures for probabilistic seismic demand models of steel moment frames File

Nguyen, Hoang D. , Shin, Myoungsu , LaFave, James M.

Article Issue Date2023-04 View124

Prediction of seismic drift responses of planar steel moment frames using artificial neural network and extreme gradient boosting File

Nguyen, Hoang D. , Dao, Nhan D. , Shin, Myoungsu

Article Issue Date2021-09 View122

Rapid seismic damage-state assessment of steel moment frames using machine learning File

Nguyen, Hoang D. , LaFave, James M. , Lee, Young-Joo , Shin, Myoungsu

Article Issue Date2022-02 View136

Reliability assessment of a planar steel frame subjected to earthquakes in case of an implicit limit-state function File

Nguyen, Hoang D. , Shin, Myoungsu , Torbol, Marco

Article Issue Date2020-11 View68

Seismic fragility analysis for prestressed concrete containments of nuclear power plants based on stripe-based approach File

Kim, Chanyoung , Nguyen, Hoang D. , Kwon, Oh-Sung , Shin, Myoungsu

Article Issue Date2026-01 View1231

Seismic fragility analysis of steel moment frames using machine learning models File

Nguyen, Hoang D. , Lee, Young-Joo , LaFave, James M. , Shin, Myoungsu

Article Issue Date2023-08 View163

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