Seunghye Lee

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Differential Equations

Optimization Problems

Image Reconstruction

Top Venues

Adv. Eng. Softw.

Expert Syst. Appl.

Eng. Appl. Artif. Intell.

Knowl. Based Syst.

Publications

Ngoc-Hien Nguyen, Joaquín Abellán-García, Seunghye Lee, Thuc P. Vo
From machine learning to semi-empirical formulas for estimating compressive strength of Ultra-High Performance Concrete. Expert Syst. Appl. 237 (Part A) (2024)
Thang Le-Duc, Seunghye Lee, H. Nguyen-Xuan, Jaehong Lee
A hierarchically normalized physics-informed neural network for solving differential equations: Application for solid mechanics problems. Eng. Appl. Artif. Intell. 133 (2024)
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)
Khanh D. Dang, Nghia H. Nguyen, Seunghye Lee, Van Hai Luong, Tuan A. Le, Qui X. Lieu
A novel model order reduction-based two-stage damage detection paradigm for trusses using time-history acceleration. Adv. Eng. Softw. 176 (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)
Eun-A Sim, Seunghye Lee, Jeongmin Oh, Jaehong Lee
GANs and DCGANs for generation of topology optimization validation curve through clustering analysis. Adv. Eng. Softw. 152 (2021)
Sy Nguyen-Van, Khoa T. Nguyen, Khanh D. Dang, Nga T. T. Nguyen, Seunghye Lee, Qui X. Lieu
An evolutionary symbiotic organisms search for multiconstraint truss optimization under free vibration and transient behavior. Adv. Eng. Softw. 160 (2021)
Sy Nguyen-Van, Khoa T. Nguyen, Van Hai Luong, Seunghye Lee, Qui X. Lieu
A novel hybrid differential evolution and symbiotic organisms search algorithm for size and shape optimization of truss structures under multiple frequency constraints. Expert Syst. Appl. 184 (2021)
Seunghye Lee, Hyunjoo Kim, Qui X. Lieu, Jaehong Lee
CNN-based image recognition for topology optimization. Knowl. Based Syst. 198 (2020)
Nam V. Nguyen, Hoang X. Nguyen, Seunghye Lee, Hung Nguyen-Xuan
Geometrically nonlinear polygonal finite element analysis of functionally graded porous plates. Adv. Eng. Softw. 126 (2018)