Seunghye Lee

According to our database, Seunghye Lee authored at least 11 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

A novel normalized reduced-order physics-informed neural network for solving inverse problems.

Khang A. Luong, Thang Le-Duc, Seunghye Lee, Jaehong Lee

Eng. Comput., October, 2024

From machine learning to semi-empirical formulas for estimating compressive strength of Ultra-High Performance Concrete.

Ngoc-Hien Nguyen, Joaquín Abellán-García, Seunghye Lee, Thuc P. Vo

Expert Syst. Appl., March, 2024

A hierarchically normalized physics-informed neural network for solving differential equations: Application for solid mechanics problems.

Thang Le-Duc, Seunghye Lee, H. Nguyen-Xuan, Jaehong Lee

Eng. Appl. Artif. Intell., 2024

2023

A novel model order reduction-based two-stage damage detection paradigm for trusses using time-history acceleration.

Khanh D. Dang, Nghia H. Nguyen, Seunghye Lee, Van Hai Luong, Tuan A. Le, Qui X. Lieu

Adv. Eng. Softw., February, 2023

Topology optimization using super-resolution image reconstruction methods.

Seunghye Lee, Qui X. Lieu, Thuc P. Vo, Joowon Kang, Jaehong Lee

Adv. Eng. Softw., 2023

2022

An adaptive surrogate model to structural reliability analysis using deep neural network.

Qui X. Lieu, Khoa T. Nguyen, Khanh D. Dang, Seunghye Lee, Joowon Kang, Jaehong Lee

Expert Syst. Appl., 2022

2021

A novel hybrid differential evolution and symbiotic organisms search algorithm for size and shape optimization of truss structures under multiple frequency constraints.

Sy Nguyen-Van, Khoa T. Nguyen, Van Hai Luong, Seunghye Lee, Qui X. Lieu

Expert Syst. Appl., 2021

GANs and DCGANs for generation of topology optimization validation curve through clustering analysis.

Eun-A Sim, Seunghye Lee, Jeongmin Oh, Jaehong Lee

Adv. Eng. Softw., 2021

An evolutionary symbiotic organisms search for multiconstraint truss optimization under free vibration and transient behavior.

Sy Nguyen-Van, Khoa T. Nguyen, Khanh D. Dang, Nga T. T. Nguyen, Seunghye Lee, Qui X. Lieu

Adv. Eng. Softw., 2021

2020

CNN-based image recognition for topology optimization.

Seunghye Lee, Hyunjoo Kim, Qui X. Lieu, Jaehong Lee

Knowl. Based Syst., 2020

2018

Geometrically nonlinear polygonal finite element analysis of functionally graded porous plates.

Nam V. Nguyen, Hoang X. Nguyen, Seunghye Lee, Hung Nguyen-Xuan

Adv. Eng. Softw., 2018