Dr Ji-Eun Byun

Affiliate Researcher (School of Engineering)

email: Ji-Eun.Byun@glasgow.ac.uk

Oakfield Avenue, Glasgow, Glasgow City, Scotland

Import to contacts

https://orcid.org/0000-0003-0437-5013

Publications

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Jump to: 2026 | 2025 | 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017

Number of items: 28.

2026

Lee, Se-Hyeok, Mun, Changuk, Song, Junho and Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2026) Event and fault tree-based Bayesian network for probabilistic safety assessment of earthquake-induced fire and explosion hazard. Journal of Loss Prevention in the Process Industries, 99, 105789. (doi: 10.1016/j.jlp.2025.105789)

2025

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013, Ryu, Hyeuk and Straub, Daniel (2025) Branch-and-bound algorithm for efficient reliability analysis of general coherent systems. Structural Safety, 118, 102653. (doi: 10.1016/j.strusafe.2025.102653)

Lee, Dongkyu, Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2025) Dual graph‐based Bayesian network modeling with Rao‐Blackwellization for seismic reliability and complexity quantification of network connectivity. Earthquake Engineering and Structural Dynamics, 54(10), pp. 2387-2402. (doi: 10.1002/eqe.4362)

Kim, Taeyong, Yi, Sang-ri, Kim, Ji Hyeon and Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2025) Disaster resilience analysis framework for lifeline networks: integrating reliability, redundancy, and recoverability. International Journal of Disaster Risk Reduction, 123, 105436. (doi: 10.1016/j.ijdrr.2025.105436)

Seok, Uichan, Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2025) Disaster risk-informed optimization using buffered failure probability for regional-scale building retrofit strategy. Structural Safety, 114, 102556. (doi: 10.1016/j.strusafe.2024.102556)

Kim, Taeyong, Yi, Sang-ri, Hyeon Kim, Ji and Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2025) Assessment of disaster resilience performance of structural systems in relation to design response spectrum. Journal of the Computational Structural Engineering Institute of Korea, 38(1), pp. 27-34. (doi: 10.7734/COSEIK.2025.38.1.27)

2024

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Yi, Sang-ri (2024) Anti-price-gouging law is neither good nor bad in itself: a proposal of narrative numeric method for transdisciplinary social discourses. npj Natural Hazards, 1, 4. (doi: 10.1038/s44304-024-00005-y)

2023

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013, de Oliveira, Welington and Royset, Johannes O. (2023) S-BORM: reliability-based optimization of general systems using buffered optimization and reliability method. Reliability Engineering and System Safety, 236, 109314. (doi: 10.1016/j.ress.2023.109314)

2022

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and D’Ayala, Dina (2022) ResMapper: Matlab tool for seismic resilience mapping of large-scale road networks. SoftwareX, 20, 101249. (doi: 10.1016/j.softx.2022.101249)

Byun, J-E. ORCID: https://orcid.org/0000-0003-0437-5013, De Oliveira, W. and Royset, J.O. (2022) S-BORM: Reliability-based optimization of general systems using buffered optimization and reliability method. arXiv, (doi: 10.48550/arXiv.2209.02573)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and D'Ayala, Dina (2022) Seismic Resilience Mapping of Large-Scale Transportation Networks: Applications to Network in Istanbul, Turkey. 13th International Conference on Structural Safety & Reliability (ICOSSAR 2021-2022), Shanghai, China, 13-17 Sep 2022.

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Straub, Daniel (2022) Active Learning of Deep Neural Networks for Reliability Analysis of Network Systems. 32nd European Safety and Reliability Conference (ESREL 2022), Dublin, Ireland, 28 Aug - 01 Sep 2022.

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Royset, Johannes O. (2022) Data-driven optimization of reliability using buffered failure probability. Structural Safety, 98, 102232. (doi: 10.1016/j.strusafe.2022.102232)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Straub, Daniel (2022) Reliability Analysis of Transportation Networks Using Artificial Neural Networks. Engineering Mechanics Institute Conference 2022 (EMI 2022), Baltimore, MD, USA, 31 May - 03 Jun 2022.

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and D’Ayala, Dina (2022) Urban seismic resilience mapping: a transportation network in Istanbul, Turkey. Scientific Reports, 12, 8188. (doi: 10.1038/s41598-022-11991-2) (PMID:35581236) (PMCID:PMC9114029)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2022) Physics-Informed Neural Networks for Traffic Assignment Optimization. The Applied Machine Learning Days (AMLD) at EPFL, Lausanne, Switzerland, 26-30 Mar 2022.

2021

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2021) A general framework of Bayesian network for system reliability analysis using junction tree. Reliability Engineering and System Safety, 216, 107952. (doi: 10.1016/j.ress.2021.107952)

Royset, Johannes O. and Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2021) Gradients and subgradients of buffered failure probability. Operations Research Letters, 49(6), pp. 868-873. (doi: 10.1016/j.orl.2021.10.004)

Byun, J.-E. ORCID: https://orcid.org/0000-0003-0437-5013 and Royset, J.O. (2021) Data-driven optimization of reliability using buffered failure probability. arXiv, (doi: 10.48550/arxiv.2107.11176)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2021) Generalized matrix-based Bayesian network for multi-state systems. Reliability Engineering and System Safety, 211, 107468. (doi: 10.1016/j.ress.2021.107468)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2021) Seismic Resilience Analysis of Urban Transportation Networks using Bayesian Network. 8th International Conference on Computational Methods in Structural Dynamics and Earthquake Engineering (COMPDYN 2021), 28-30 Jun 2021.

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2021) Risk-Informed Decision-Support on Large-Scale Multi-State Systems Using Matrix-Based Bayesian Network. 2021 Engineering Mechanics Institute Conference (EMI 2021), New York, NY, USA, 25-28 May 2021.

2020

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2020) Risk-Informed Decision-Support for Complex Infrastructure Systems Using Matrix-Based Bayesian Network. In: 7th International Symposium on Life-Cycle Civil Engineering (IALCCE 2020), Shanghai, China, 27-30 Oct 2020, ISBN 9780429343292 (doi: 10.1201/9780429343292-9)

2019

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 (2019) Integrating Decomposition Algorithm and Sampling Techniques for Reliability Analysis of Multi-State Infrastructures. 2019 Engineering Mechanics Institute Conference (EMI 2019), Lyon, France, 3-5 July 2019.

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2019) Efficient Optimization for Multi-Objective Decision-Making on Civil Systems Using Discrete Influence Diagram. In: 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 13), Seoul, South Korea, 26-30 May 2019, ISBN 979119671250195530 (doi: 10.22725/ICASP13.242)

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, Junho (2019) Linear Programming by Delayed Column Generation for Bounds on Reliability of Larger Systems. In: 13th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP 13), Seoul, South Korea, 26-30 May 2019, ISBN 979119671250195530 (doi: 10.22725/ICASP13.119)

2018

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013, Zwirglmaier, K., Song, J. and Straub, D. (2018) Development of matrix-based Bayesian Network (MBN). 2018 Engineering Mechanics Institute Conference (EMI 2018), Cambridge, MA, USA, 29 May-1 June 2018.

2017

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013, Noh, H.-M. and Song, J. (2017) Reliability Growth Prediction for k-out-of-N Systems Using Matrix-Based System Reliability Method and Reliability Growth Models. 2017 Asian Symposium on Risk Assessment and Management (ASRAM 2017), Yokohama, Japan, 13-15 Nov 2017.

This list was generated on Sun May 10 08:24:03 2026 BST.

Jump to: Articles | Conference or Workshop Item | Conference Proceedings

Number of items: 29.

Articles

Byun, J.-E. ORCID: https://orcid.org/0000-0003-0437-5013 and Royset, J.O. (2021) Data-driven optimization of reliability using buffered failure probability. arXiv, (doi: 10.48550/arxiv.2107.11176)

Conference or Workshop Item

Byun, Ji-Eun ORCID: https://orcid.org/0000-0003-0437-5013 and Song, J. Application of Matrix-Based System Reliability (MSR) Method to k-out-of-N System Described by Reliability Growth Models. 18th IFIP WG7.5 2016 Working Conference, Pittsburgh, PA, USA, 18-20 May 2016.

Conference Proceedings