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Seunghye Lee · SciRah

Researcher profile · Semantic Scholar

Seunghye Lee

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Seunghye Lee — researcher profile on SciRah

h-index: 29
Works: 80
Citations: 2,408

Most-cited papers

Efficient estimating compressive strength of ultra-high performance concrete using XGBoost model
Ngoc Hung Nguyen, J. Abellán-García, Seunghye Lee, Eliana García-Castaño +1 more
2022Journal of Building Engineering174 citations Open access
Semantic Scholar
Bending and free vibration analyses of in-plane bi-directional functionally graded plates with variable thickness using isogeometric analysis
Qui X. Lieu, Seunghye Lee, Joo-Won Kang, Jaehong Lee
2018158 citations
Semantic Scholar
Background Information of Deep Learning for Structural Engineering
Seunghye Lee, J. Ha, Mehriniso Zokhirova, Hyeonjoon Moon +1 more
2017Archives of Computational Methods in Engineering141 citations
Semantic Scholar
Strength prediction of concrete-filled steel tubular columns using Categorical Gradient Boosting algorithm
Seunghye Lee, T. Vo, H. Thai, Jaehong Lee +1 more
2021Engineering structures131 citations Open access
Semantic Scholar
CNN-based image recognition for topology optimization
Seunghye Lee, Hyun-Jun Kim, Qui X. Lieu, Jaehong Lee
2020Knowledge-Based Systems117 citations
Semantic Scholar
An adaptive surrogate model to structural reliability analysis using deep neural network
Qui X. Lieu, Khoa Nguyen, Khanh D. Dang, Seunghye Lee +2 more
2021Expert systems with applications114 citations
Semantic Scholar
Heuristic algorithm-based semi-empirical formulas for estimating the compressive strength of the normal and high performance concrete
Ngoc Hung Nguyen, T. Vo, Seunghye Lee, P. Asteris
2021Construction and Building Materials107 citations Open access
Semantic Scholar
Flexural–torsional behavior of thin-walled composite beams
Jaehong Lee, Seunghye Lee
2004102 citations Open access
Semantic Scholar
Super learner machine‐learning algorithms for compressive strength prediction of high performance concrete
Seunghye Lee, Ngoc Hung Nguyen, Armagan Karamanli, Jaehong Lee +1 more
2022Structural Concrete93 citations Open access
Semantic Scholar
Geometrically nonlinear polygonal finite element analysis of functionally graded porous plates
N. Nguyen, Hoang X. Nguyen, Seunghye Lee, H. Nguyen-Xuan
2018Advances in Engineering Software88 citations Open access
Semantic Scholar
A novel analysis-prediction approach for geometrically nonlinear problems using group method of data handling
Tan N. Nguyen, Seunghye Lee, H. Nguyen-Xuan, Jaehong Lee
2019Computer Methods in Applied Mechanics and Engineering76 citations
Semantic Scholar
Shape and size optimization of functionally graded sandwich plates using isogeometric analysis and adaptive hybrid evolutionary firefly algorithm
Qui X. Lieu, Jae-Wook Lee, Dongkyu Lee, Seunghye Lee +2 more
201861 citations
Semantic Scholar
A novel method for topology design of tensegrity structures
Seunghye Lee, Jaehong Lee
201659 citations
Semantic Scholar
Prediction compressive strength of cement-based mortar containing metakaolin using explainable Categorical Gradient Boosting model
Ngoc Hung Nguyen, Kien Ton Tong, Seunghye Lee, Armagan Karamanli +1 more
2022Engineering structures58 citations Open access
Semantic Scholar
A modified differential evolution algorithm for tensegrity structures
Dieu T. T. Do, Seunghye Lee, Jaehong Lee
201657 citations
Semantic Scholar
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
2024Engineering applications of artificial intelligence55 citations
Semantic Scholar
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, V. H. Luong, Seunghye Lee +1 more
2021Expert systems with applications55 citations
Semantic Scholar
An artificial neural network-differential evolution approach for optimization of bidirectional functionally graded beams
Tam T. Truong, Seunghye Lee, Jaehong Lee
202053 citations
Semantic Scholar
Form-finding of tensegrity structures with arbitrary strut and cable members
Seunghye Lee, Jaehong Lee
201453 citations
Semantic Scholar
Geometrically nonlinear postbuckling behavior of imperfect FG-CNTRC shells under axial compression using isogeometric analysis
Tan N. Nguyen, Seunghye Lee, P. Nguyen, H. Nguyen-Xuan +1 more
202047 citations
Semantic Scholar
Vibration and buckling behaviours of thin-walled composite and functionally graded sandwich I-beams
Ngoc-Duong Nguyen, T. Nguyen, T. Vo, Thien-Nhan Nguyen +1 more
2019Composites Part B: Engineering46 citations Open access
Semantic Scholar
Force density-informed neural network for prestress design of tensegrity structures with multiple self-stress modes
D. T. Trinh, Seunghye Lee, Joowon Kang, Jaehong Lee
2022European Journal of Mechanics. A, Solids38 citations
Semantic Scholar
A fully automatic group selection for form-finding process of truncated tetrahedral tensegrity structures via a double-loop genetic algorithm
Seunghye Lee, B. Gan, Jaehong Lee
201638 citations
Semantic Scholar
Self-stress design of tensegrity grid structures using genetic algorithm
Seunghye Lee, B. Woo, Jaehong Lee
201438 citations
Semantic Scholar
Damage quantification in truss structures by limited sensor-based surrogate model
Seunghye Lee, Sangeun Park, Tae-Soon Kim, Qui X. Lieu +1 more
202133 citations
Semantic Scholar
GANs and DCGANs for generation of topology optimization validation curve through clustering analysis
Eun-A Sim, Seunghye Lee, Jeong-Geun Oh, Jaehong Lee
2021Advances in Engineering Software33 citations
Semantic Scholar
A damage-informed neural network framework for structural damage identification
Hau T. Mai, Seunghye Lee, Joowon Kang, Jaehong Lee
2024Computers & Structures31 citations
Semantic Scholar
Advanced automatic grouping for form-finding of tensegrity structures
Seunghye Lee, Jaehong Lee
201730 citations
Semantic Scholar
Deep Neural Networks for Form-Finding of Tensegrity Structures
Seunghye Lee, Qui X. Lieu, T. Vo, Jaehong Lee
2022Mathematics29 citations Open access
Semantic Scholar
A single step optimization method for topology, size and shape of trusses using hybrid differential evolution and symbiotic organisms search
Khanh D. Dang, Sy Nguyen-Van, Son Thai, Seunghye Lee +2 more
2022Computers & Structures28 citations
Semantic Scholar
Optimum design of nonlinear structures via deep neural network-based parameterization framework
Hau T. Mai, Seunghye Lee, Donghyun Kim, Jaewook Lee +2 more
2022European Journal of Mechanics. A, Solids22 citations
Semantic Scholar
Experimental study of two-way beam string structures
Seunghye Lee, Minhee Seo, Ki-Youl Baek, Jinwoo Jeong +2 more
2019Engineering structures22 citations
Semantic Scholar
Postbuckling analysis of functionally graded nanoplates based on nonlocal theory and isogeometric analysis
Son Thai, H. Thai, T. Vo, Seunghye Lee
2018Composite structures22 citations Open access
Semantic Scholar
Optimum self-stress design of cable–strut structures using frequency constraints
Seunghye Lee, Jaehong Lee
201422 citations
Semantic Scholar
A Genetic Algorithm Based Form-finding of Tensegrity Structures with Multiple Self-stress States
Seunghye Lee, Jaehong Lee, Joo-Won Kang
201721 citations Open access
Semantic Scholar
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 +2 more
2021Advances in Engineering Software18 citations
Semantic Scholar
Simultaneous prediction the strain and energy absorption capacity of ultra-high performance fiber reinforced concretes by using multi-output regression model
Ngoc Hung Nguyen, J. Abellán-García, Seunghye Lee, T. Nguyen +1 more
2023Construction and Building Materials17 citations Open access
Semantic Scholar
Topology optimization using super-resolution image reconstruction methods
Seunghye Lee, Qui X. Lieu, T. Vo, Joowon Kang +1 more
2023Advances in Engineering Software15 citations Open access
Semantic Scholar
A novel model order reduction-based two-stage damage detection paradigm for trusses using time-history acceleration
Khanh D. Dang, N. H. Nguyen, Seunghye Lee, V. H. Luong +2 more
2023Advances in Engineering Software14 citations
Semantic Scholar
A novel normalized reduced-order physics-informed neural network for solving inverse problems
Khang A. Luong, Thang Le-Duc, Seunghye Lee, Jaehong Lee
2024Engineering computations13 citations
Semantic Scholar
An evolutionary hybrid optimization of MARS model in predicting settlement of shallow foundations on sandy soils
Nguyen-Vu Luat, V. Nguyen, Seunghye Lee, Sung-Woo Woo +1 more
202012 citations
Semantic Scholar
Review of Nonlinear Analysis and Modeling of Steel and Composite Structures
H. Thai, Trung-Kien Nguyen, Seunghye Lee, V. Patel +1 more
20209 citations Open access
Semantic Scholar
Results of generalized equilibrium path from form-finding of tensegrity structure
Seunghye Lee, Jaehong Lee, Joo-Won Kang
20179 citations
Semantic Scholar
An analyzer-surrogate-hybrid optimization framework for three-dimensional functionally graded material distribution
Huy Tang, N. Nguyen, Seunghye Lee, Jaehong Lee
2024Computers & Structures7 citations
Semantic Scholar
A novel data-driven analysis for sequentially formulated plastic hinges of steel frames
Seunghye Lee, Taeseop Kim, Qui X. Lieu, T. Vo +1 more
2023Computers & Structures7 citations Open access
Semantic Scholar
Performance of quadruplex module tensegrities using new pin-jointed connections
Seunghye Lee, Jinwoo Jeong, Seungwhan Ahn, Qui X. Lieu +1 more
20207 citations
Semantic Scholar
From Machine Learning to Semi-Empirical Formulas for Estimating Compressive Strength of the Ultra-High Performance Concrete
Ngoc Hung Nguyen, J. Abellán-García, Seunghye Lee, T. Vo
2022Social Science Research Network5 citations Open access
Semantic Scholar
Effect of Hyper-Parameters on Deep Learning Networks in Structural Engineering
Seunghye Lee, Mehriniso Zokhirova, Tan N. Nguyen, Jaehong Lee
20175 citations
Semantic Scholar
Effects of design parameters on the static responses of two-way beam string structure
Seunghye Lee, Minhee Seo, Sun-Myung Kim, T. Vo +1 more
2022Mechanics based design of structures and machines4 citations Open access
Semantic Scholar
Structural Damage Detection Using Model Order Reduction and Two-Stage Method
Qui X. Lieu, P. Nguyen, Seunghye Lee, Jaehong Lee +1 more
20204 citations
Semantic Scholar

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Qui X. Lieu×14
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Ngoc Hung Nguyen

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