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J

Jaehong Lee

deep learning architecture research center

70H-index
664Paper Count
1.6WCitation Count
Published Papers 232
Publication Date
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A geometrically nonlinear analysis of tensegrity structures using physics-informed neural networks
errEngineering Structures
IF6.4
err2026-07-15
err0
PREAI
errDuy T.N. Trinh; Seunghye Lee; Thang Le-Duc; Jaehong Lee
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Efficient graph neural networks for predicting the responses of truss structures
errEngineering with Computers
IF4.9
err2026-06-08
err0
PREAI
errViet-Linh Tran; Jaehong Lee
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Attention-based graph neural operators for learning parametric response mappings in discrete structures
errEngineering Applications of Artificial Intelligence
IF8
err2026-06-04
err0
PREAI
errDuy-Trung Vo; Jaehong Lee
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Normalized energy-based physics-informed neural network: Theory and applications to solid mechanics problems
errFinite Elements in Analysis and Design
IF3.5
err2026-02-12
err0
PREAI
errThang Le-Duc; H. Nguyen-Xuan; Jaehong Lee
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Drawing-to-moment: A machine learning approach to early-stage structural evaluation
errJournal of Building Engineering
IF7.4
err2026-01-13
err0
PREAI
errBeomsoo Jang; Ermal Elbasani; Seunghye Lee; Jaehong Lee
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Shooting neural network for multipoint boundary value problems
errThin-Walled Structures
IF6.6
err2025-10-24
err0
PREAI
errKhang A. Luong; H. Nguyen-Xuan; Jaehong Lee
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An efficient NURBS-based reconstruction approach to isogeometric analysis of triply periodic minimal surface structures
errEngineering with Computers
IF4.9
err2025-09-23
err0
PREAI
errKhuong D. Nguyen; Thoi V. Duong; Jaehong Lee; Yuri Bazilevs; H. Nguyen-Xuan
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Optimal non-guideline blended composite laminate design using generative stacking sequence and optimal thickness prediction models
errComputers & Structures
IF4.8
err2025-09-03
err0
PREAI
errThanh N. Huynh; H. Nguyen-Xuan; Jaehong Lee
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Physics-informed Fourier neural operator: A neural operator framework for non-prismatic beam bending analysis
errEngineering Structures
IF6.4
err2025-09-01
err0
PREAI
errDuy-Trung Vo; Jaehong Lee
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A novel scalable graph neural network for response prediction of structures with different topologies
errEngineering Structures
IF6.4
err2025-08-14
err0
PREAI
errViet-Linh Tran; Jaehong Lee
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errSave
Physics-informed Fourier neural operator for the bending analysis of bi-directional functionally graded beams with variable cross-sections
errinternational journal of applied mechanics
IF0
err2025-08-05
err0
PREAI
errDuy-Trung Vo; Jaehong Lee
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3D material optimization of functionally graded shells using incremental Kriging surrogates and adaptive infill strategies
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-09
err0
PREAI
errHuy Tang; Nam V. Nguyen; Jaehong Lee
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Enhancing the prediction accuracy of real-world seismic data using various Decision tree-based models
errMECHANICS BASED DESIGN OF STRUCTURES AND MACHINES
IF2.9
err2025-05-26
err0
errOAAI
errSeunghye Lee; Eunsu Jung; Kwangsup Yoon; Thuc P. Vo; Jaehong Lee
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Simultaneous imposition of initial and boundary conditions via decoupled physics-informed neural networks for solving initial-boundary value problems
errAPPLIED MATHEMATICS AND MECHANICS-ENGLISH EDITION
IF4.8
err2025-04-03
err0
PREAI
errLuong, K. A.; Wahab, M. A.; Lee, J. H.
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Prediction and reliability analysis of ultimate axial strength for outer circular CFRP-strengthened CFST columns with CTGAN and hybrid MFO-ET model
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-03-01
err0
PREAI
errTran, Viet-Linh; Lee, Jaehong; Kim, Jin-Kook
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Optimal thickness distribution design for blending hybrid composite laminates using Buckling Factor and Failure Index prediction
errCOMPUTERS & STRUCTURES
IF4.8
err2024-12-01
err0
PREAI
errHuynh, Thanh N.; Lee, Jaehong
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On the Gauss-Legendre quadrature rule of deep energy method for one-dimensional problems in solid mechanics
errFINITE ELEMENTS IN ANALYSIS AND DESIGN
IF3.5
err2024-12-01
err1
PREAI
errLe-Duc, Thang; Vo, Tram Ngoc; Nguyen-Xuan, H.; Lee, Jaehong
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An analyzer-surrogate-hybrid optimization framework for three-dimensional functionally graded material distribution
errCOMPUTERS & STRUCTURES
IF4.8
err2024-10-01
err0
PREAI
errTang, Huy; Nguyen, Nam V.; Lee, Seunghye; Lee, Jaehong
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Demonstration of shape analysis of neutron resonance transmission spectrum measured with a laser-driven neutron source
errSCIENTIFIC REPORTS
IF3.9
err2024-09-19
err0
errOAAI
errKoizumi, Mitsuo; Ito, Fumiaki; Lee, Jaehong; Hironaka, Kota; Takahashi, Tohn; Suzuki, Satoshi; Arikawa, Yasunobu; Abe, Yuki; Lan, Zechen; Wei, Tianyun; Mori, Takato; Hayakawa, Takehito; Yogo, Akifumi
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Isogeometric 3D optimal designs of functionally graded triply periodic minimal surface
errINTERNATIONAL JOURNAL OF MECHANICAL SCIENCES
IF9.4
err2024-09-01
err5
PREAI
errTang, Huy; Nguyen, Nam, V; Nguyen-Xuan, H.; Lee, Jaehong
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Research Directions

No research directions
Co-authors
Cooperation Journals
J
Jong Seung Kim
H-index: 134 · Papers: 1.2K
D
David Hui
H-index: 89 · Papers: 910
Y
Yuri Bazilevs
H-index: 88 · Papers: 329
H
H. Nguyen‐Xuan
H-index: 85 · Papers: 390
Y
Young‐Tae Chang
H-index: 84 · Papers: 637
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