Joowon Kang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 6

Top Topics

Unsupervised Learning

Optimization Algorithm

Reliability Analysis

Top Venues

Adv. Eng. Informatics

Adv. Eng. Softw.

Expert Syst. Appl.

Publications

Thanh T. Banh, Qui X. Lieu, Joowon Kang, Youngkyu Ju, Soomi Shin, Dongkyu Lee
A novel robust stress-based multimaterial topology optimization model for structural stability framework using refined adaptive continuation method. Eng. Comput. 40 (2) (2024)
Hau T. Mai, Dai D. Mai, Joowon Kang, Jaewook Lee, Jaehong Lee
Physics-informed neural energy-force network: a unified solver-free numerical simulation for structural optimization. Eng. Comput. 40 (1) (2024)
Hau T. Mai, Qui X. Lieu, Joowon Kang, Jaehong Lee
A novel deep unsupervised learning-based framework for optimization of truss structures. Eng. Comput. 39 (4) (2023)
Seunghye Lee, Qui X. Lieu, Thuc P. Vo, Joowon Kang, Jaehong Lee
Topology optimization using super-resolution image reconstruction methods. Adv. Eng. Softw. 177 (2023)
Qui X. Lieu, Khoa T. Nguyen, Khanh D. Dang, Seunghye Lee, Joowon Kang, Jaehong Lee
An adaptive surrogate model to structural reliability analysis using deep neural network. Expert Syst. Appl. 189 (2022)
Quoc Hoan Doan, Dongkyu Lee, Jaehong Lee, Joowon Kang
Multi-material structural topology optimization with decision making of stiffness design criteria. Adv. Eng. Informatics 45 (2020)