Joowon Kang

Most-cited papers

1. A novel deep unsupervised learning-based framework for optimization of truss structures

   Hau T. Mai, Qui X. Lieu, Joowon Kang, Jaehong Lee

   2022Engineering computations52 citations

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2. A robust dynamic unified multi-material topology optimization method for functionally graded structures

   Thanh T. Banh, Qui X. Lieu, Jaehong Lee, Joowon Kang +1 more

   2023Structural And Multidisciplinary Optimization40 citations

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3. 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

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4. A novel robust stress-based multimaterial topology optimization model for structural stability framework using refined adaptive continuation method

   Thanh T. Banh, Qui X. Lieu, Joowon Kang, Young-Jun Ju +2 more

   2023Engineering computations34 citations

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5. Physics-informed neural energy-force network: a unified solver-free numerical simulation for structural optimization

   Hau T. Mai, D. Mai, Joowon Kang, Jaewook Lee +1 more

   2023Engineering computations32 citations

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6. A damage-informed neural network framework for structural damage identification

   Hau T. Mai, Seunghye Lee, Joowon Kang, Jaehong Lee

   2024Computers & Structures31 citations

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7. The Effects of a Static Magnetic Field on Bone Formation Around a Sandblasted, Large-Grit, Acid-Etched–Treated Titanium Implant

   R. Leesungbok, Su-Jin Ahn, Suk-Won Lee, G. Park +2 more

   201327 citations Open access

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8. A robust physics-informed neural network approach for predicting structural instability

   Hau T. Mai, Tam T. Truong, Joowon Kang, D. Mai +1 more

   2023Finite elements in analysis and design26 citations

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9. 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

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10. 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

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11. An Improved Blind Kriging Surrogate Model for Design Optimization Problems

    Hau T. Mai, Jaewook Lee, Joowon Kang, H. Nguyen-Xuan +1 more

    2022Mathematics9 citations Open access

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