Seunghye Lee

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
A force neural network framework for structural optimization.
Eng. Appl. Artif. Intell.
Dai D. Mai, Si T. Do, Seunghye Lee, Hau T. Mai
2024 J jnl
A hierarchically normalized physics-informed neural network for solving differential equations: Application for solid mechanics problems.
Eng. Appl. Artif. Intell.
Thang Le-Duc, Seunghye Lee, H. Nguyen-Xuan, Jaehong Lee
2024 J jnl
A novel normalized reduced-order physics-informed neural network for solving inverse problems.
Eng. Comput.
Khang A. Luong, Thang Le-Duc, Seunghye Lee, Jaehong Lee
2024 J jnl
From machine learning to semi-empirical formulas for estimating compressive strength of Ultra-High Performance Concrete.
Expert Syst. Appl.
Ngoc-Hien Nguyen, Joaquín Abellán-García, Seunghye Lee, Thuc P. Vo
2023 J jnl
A novel model order reduction-based two-stage damage detection paradigm for trusses using time-history acceleration.
Adv. Eng. Softw.
Khanh D. Dang, Nghia H. Nguyen, Seunghye Lee, Van Hai Luong, Tuan A. Le, Qui X. Lieu
2023 J jnl
Topology optimization using super-resolution image reconstruction methods.
Adv. Eng. Softw.
Seunghye Lee, Qui X. Lieu, Thuc P. Vo, Joowon Kang, Jaehong Lee
2022 J jnl
An adaptive surrogate model to structural reliability analysis using deep neural network.
Expert Syst. Appl.
Qui X. Lieu, Khoa T. Nguyen, Khanh D. Dang, Seunghye Lee, Joowon Kang, Jaehong Lee
2021 J jnl
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.
Sy Nguyen-Van, Khoa T. Nguyen, Van Hai Luong, Seunghye Lee, Qui X. Lieu
2021 J jnl
An evolutionary symbiotic organisms search for multiconstraint truss optimization under free vibration and transient behavior.
Adv. Eng. Softw.
Sy Nguyen-Van, Khoa T. Nguyen, Khanh D. Dang, Nga T. T. Nguyen, Seunghye Lee, Qui X. Lieu
2021 J jnl
GANs and DCGANs for generation of topology optimization validation curve through clustering analysis.
Adv. Eng. Softw.
Eun-A Sim, Seunghye Lee, Jeongmin Oh, Jaehong Lee
2020 J jnl
CNN-based image recognition for topology optimization.
Knowl. Based Syst.
Seunghye Lee, Hyunjoo Kim, Qui X. Lieu, Jaehong Lee
2018 J jnl
Geometrically nonlinear polygonal finite element analysis of functionally graded porous plates.
Adv. Eng. Softw.
Nam V. Nguyen, Hoang X. Nguyen, Seunghye Lee, Hung Nguyen-Xuan