Junho Song

Junho Song

Seoul National University

H-index: 40

Asia-South Korea

About Junho Song

Junho Song, With an exceptional h-index of 40 and a recent h-index of 32 (since 2020), a distinguished researcher at Seoul National University, specializes in the field of Structural Reliability, System Reliability, Reliability Based Optimization, Earthquake Engineering, Random Vibrations.

His recent articles reflect a diverse array of research interests and contributions to the field:

Active learning-based optimization of structures under stochastic excitations with first-passage probability constraints

Seismic damage identification by graph convolutional autoencoder using adjacency matrix based on structural modes

Deep learning‐based response spectrum analysis method for building structures

Adaptive active subspace-based metamodeling for high-dimensional reliability analysis

Decision-support measure for resilient infrastructure networks considering operation mechanism and cascading failure

Probabilistic Safety Assessment of Gas Plant Using Fault Tree-based Bayesian Network

Seismic performance management of aging road facilities in Korea: Part 2-Decision-making Support Technology and Its Application

Bouc–Wen class models considering hysteresis mechanism of RC columns in nonlinear dynamic analysis

Junho Song Information

University

Position

Department of Civil and Environmental Engineering

Citations(all)

5507

Citations(since 2020)

2983

Cited By

3596

hIndex(all)

40

hIndex(since 2020)

32

i10Index(all)

98

i10Index(since 2020)

79

Email

University Profile Page

Seoul National University

Google Scholar

View Google Scholar Profile

Junho Song Skills & Research Interests

Structural Reliability

System Reliability

Reliability Based Optimization

Earthquake Engineering

Random Vibrations

Top articles of Junho Song

Title

Journal

Author(s)

Publication Date

Active learning-based optimization of structures under stochastic excitations with first-passage probability constraints

Engineering Structures

Jungho Kim

Sang-ri Yi

Junho Song

2024/5/15

Seismic damage identification by graph convolutional autoencoder using adjacency matrix based on structural modes

Earthquake Engineering & Structural Dynamics

Minkyu Kim

Junho Song

2024/2

Deep learning‐based response spectrum analysis method for building structures

Earthquake Engineering & Structural Dynamics

Taeyong Kim

Oh‐Sung Kwon

Junho Song

2024/1/23

Adaptive active subspace-based metamodeling for high-dimensional reliability analysis

Structural Safety

Jungho Kim

Ziqi Wang

Junho Song

2024/1/1

Decision-support measure for resilient infrastructure networks considering operation mechanism and cascading failure

Proc. 14th International Conference on Application of Statistics and Probability in Civil Engineering (ICASP14)

Y Kwon

J Song

2023

Probabilistic Safety Assessment of Gas Plant Using Fault Tree-based Bayesian Network

Journal of the Computational Structural Engineering Institute of Korea

Se-Hyeok Lee

Changuk Mun

Sangki Park

Jeong-Rae Cho

Junho Song

2023/8/31

Seismic performance management of aging road facilities in Korea: Part 2-Decision-making Support Technology and Its Application

KSCE Journal of Civil Engineering

Dongjoo Kim

Junho Song

Young-Joo Lee

Sungsik Yoon

Dong Keun Yoon

...

2023/12/6

Bouc–Wen class models considering hysteresis mechanism of RC columns in nonlinear dynamic analysis

International Journal of Non-Linear Mechanics

Sebin Oh

Taeyong Kim

Junho Song

2023/1/1

Disaster Resilience Management of Civil Infrastructure Systems based on Reliability, Redundancy, and Recoverability

SONG Junho

2023/7/12

Risk-informed operation and maintenance of complex lifeline systems using parallelized multi-agent deep Q-network

Reliability Engineering & System Safety

Dongkyu Lee

Junho Song

2023/11/1

Estimation of first-passage probability under stochastic wind excitations by active-learning-based heteroscedastic Gaussian process

Structural Safety

Jungho Kim

Sang-ri Yi

Junho Song

2023/1/1

Development of Reliability-Redundancy-Recoverability-based Decision Optimization (R3-DO) for Disaster Resilience of Structural Systems

14th Internat ional Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14), Dublin, Ireland

Seonghyun Lim

Jungho Kim

Junho Song

2023/7/9

Efficient seismic reliability and fragility analysis of lifeline networks using subset simulation

arXiv preprint arXiv:2310.10232

Dongkyu Lee

Ziqi Wang

Junho Song

2023/10/16

Deep learning based seismic response prediction of hysteretic systems having degradation and pinching

Earthquake Engineering & Structural Dynamics

Taeyong Kim

Oh‐Sung Kwon

Junho Song

2023/7

System-Reliability-Based Disaster Resilience Analysis of Infrastructure Networks and Causality-Based Importance Measure

Structural Safety

Seonghyun Lim

Taeyong Kim

Junho Song

2022/5/1

Rapid prediction of wildfire spread using ensemble Kalman filter and polyline simplification

Environmental Modelling & Software

Seungmin Yoo

Junho Song

2023/2/1

Deep neural network‐based regional seismic loss assessment considering correlation between EDP residuals of building structures

Earthquake Engineering & Structural Dynamics

Chulyoung Kang

Taeyong Kim

Oh‐Sung Kwon

Junho Song

2023/9

Optimal inspection of binary systems via value of information analysis

Reliability Engineering & System Safety

Chaochao Lin

Junho Song

Matteo Pozzi

2022/1/1

Maintenance Decision-making for Infrastructure Systems Using Clustering-based Cooperative Multi-Agent Deep Q-Network

D Lee

J Song

2022

Probabilistic Modeling of Condensate Storage Tank under Sequence of Main and Aftershocks Using Bayesian Network

Changuk Mun

Junho Song

2022/7/10

See List of Professors in Junho Song University(Seoul National University)

Co-Authors

H-index: 94
Billie F. Spencer, Jr.

Billie F. Spencer, Jr.

University of Illinois at Urbana-Champaign

H-index: 89
Glaucio H. Paulino

Glaucio H. Paulino

Georgia Institute of Technology

H-index: 85
Armen Der Kiureghian

Armen Der Kiureghian

University of California, Berkeley

H-index: 65
Paolo Gardoni

Paolo Gardoni

University of Illinois at Urbana-Champaign

H-index: 35
Larry Fahnestock

Larry Fahnestock

University of Illinois at Urbana-Champaign

H-index: 33
Oh-Sung Kwon

Oh-Sung Kwon

University of Toronto

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