Discover @jieunbyun Open Source projects

@jieunbyun

jieunbyun

Stars
17
Global Rank 708,350 (Top 25 %)
Followers 20
Following 1
Registered about 8 years ago
Most used languages

MATLAB
80.0 %

Jupyter Notebook
20.0 %

BNS-JT

Reference: Byun, J.-E. and Song, J. (2021). A general framework of Bayesian network for system reliability analysis using junction tree. Reliability Engineering & System Safety, 216, 107952.

Jupyter Notebook

GitHub-MBN-DM-code

Accompanying code of RESS paper "Efficient Probabilistic Multi-Objective Optimization of Complex Systems Using Matrix-based Bayesian Network" (2020). doi: https://doi.org/10.1016/j.ress.2020.106899

sborm

S-BORM algorithm: Byun, J.-E., de Oliveira, W., and Royset, J. O. (in review). S-BORM: Reliability-based optimization of general systems using buffered optimization and reliability method.

GitHub-MBN-code

code for Matrix-based Bayesian network (MBN) (Byun et al., 2019)

resmapper

Matlab-based seismic resilience mapping tool

IALCCE2020-MBN

Codes for numerical example in keynote lecture by Prof. Junho Song in IALCCE 2020 (Title: Risk-informed decision-support for complex infrastructure systems using matrix-based Bayesian network)