Jae Hyuk Lim

Emailjaehyuklimkhu.ackr
Websitehttps://eng.khu.ac.kr/

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66 Article
11 Conference contribution
1 Editorial
1 Review article

A comprehensive investigation on the performance of reconstruction of noncircular fiber-representative volume elements in unidirectional composites using diffusion generative models
Jin, S. W., Noh, H. K., Go, M. S. & Hyuk Lim, J., Jan 2025, In: Computational Materials Science. 246, 113441.
Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus)
Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation
Park, M., Jung, J., Moon, H., Park, D., Go, M. S., Noh, H. K., Lim, J. H. & Ryu, S., Apr 2025, In: Advanced Theory and Simulations. 8, 4, 2401311.
Research output: Contribution to journal › Article › peer-review

Open Access
1 Citation (Scopus)
Monolithic trifold flexure aluminum mirror optimized through the response surface method for wide field of view camera applications
Kim, C., Ahn, H., Kim, N., Han, J., Kim, D., Song, M., Yu, H., Jung, D., Lim, J. H., Seong, A. J., Park, S. J., Moon, B., Han, J. Y., Kim, S. H., Park, S. H., Maeng, H. H., Kang, J., Kim, G. H., Shin, G. H. & Lee, D. H. & 4 others, Hwang, I. Y., Na, K. S., Lee, J. & Pak, S., 1 Jul 2025, In: Applied Optics. 64, 19, p. 5206-5221 16 p.
Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus)
Multidisciplinary design optimization of the flapping-wing air vehicle using artificial neural network surrogate model
Ko, H. S., Yang, H. H., Lim, J. H. & Han, J. H., 2025, Biologically Inspired Materials, Processes, and Systems, BIMPS 2025. Lakhtakia, A., Knez, M. & Martin-Palma, R. J. (eds.). SPIE, 1343006. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13430).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Citation (Scopus)
Physics-informed neural network-based discovery of hyperelastic constitutive models from extremely scarce data
Moon, H., Park, D., Cho, H., Noh, H. K., Lim, J. H. & Ryu, S., 1 Nov 2025, In: Computer Methods in Applied Mechanics and Engineering. 446, 118258.
Research output: Contribution to journal › Article › peer-review

Open Access
8 Citations (Scopus)

Researchers at Research Institute of Clinical Medicine Release New Data on Biomarkers (Role of Branched-Chain Amino Acids in Mitigating Osteosarcopenia: An Experimental Study Using Ovariectomised Mice Models)
Heo, J. S. & Lim, J. H.
7/11/25
1 item of Media coverage
Press/Media
Study Results from Korea Advanced Institute of Science and Technology (KAIST) Update Understanding of Applied Mechanics and Engineering (Physics-informed Neural Network-based Discovery of Hyperelastic Constitutive Models From Extremely Scarce ...)
Lim, J. H.
31/10/25
1 item of Media coverage
Press/Media
KAIST, ‘Physics-Informed AI’ Excels at Large-Scale Discovery of New Materials!
Kim, J. & Lim, J. H.
9/10/25 → 10/10/25
3 items of Media coverage
Press/Media
New Networks Study Findings Recently Were Reported by Researchers at Kyung Hee University (Real-time Full-field Estimation of Transient Responses In Time-dependent Partial Differential Equations Using Causal Physics-informed Neural Networks ...)
Choi, M. & Lim, J. H.
8/10/25
1 item of Media coverage
Press/Media
New Engineering Findings from Kyung Hee University Described (Real-time Monitoring of Thermoelastic Deformation of a Silicon Wafer With Sparse Measurements In the Photolithography Process Using a Physics-informed Neural Network and Fourier ...)
Lim, J. H.
23/07/25
1 item of Media coverage
Press/Media

Jae Hyuk Lim

Fingerprint

Collaborations and top research areas from the last five years

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A comprehensive investigation on the performance of reconstruction of noncircular fiber-representative volume elements in unidirectional composites using diffusion generative models

Enhancing Prediction Performance and Generalizing for Transverse Behavior of Unidirectional Composites via Strategic Input Feature Augmentation

Monolithic trifold flexure aluminum mirror optimized through the response surface method for wide field of view camera applications

Multidisciplinary design optimization of the flapping-wing air vehicle using artificial neural network surrogate model

Physics-informed neural network-based discovery of hyperelastic constitutive models from extremely scarce data

Researchers at Research Institute of Clinical Medicine Release New Data on Biomarkers (Role of Branched-Chain Amino Acids in Mitigating Osteosarcopenia: An Experimental Study Using Ovariectomised Mice Models)

Study Results from Korea Advanced Institute of Science and Technology (KAIST) Update Understanding of Applied Mechanics and Engineering (Physics-informed Neural Network-based Discovery of Hyperelastic Constitutive Models From Extremely Scarce ...)

KAIST, ‘Physics-Informed AI’ Excels at Large-Scale Discovery of New Materials!

New Networks Study Findings Recently Were Reported by Researchers at Kyung Hee University (Real-time Full-field Estimation of Transient Responses In Time-dependent Partial Differential Equations Using Causal Physics-informed Neural Networks ...)

New Engineering Findings from Kyung Hee University Described (Real-time Monitoring of Thermoelastic Deformation of a Silicon Wafer With Sparse Measurements In the Photolithography Process Using a Physics-informed Neural Network and Fourier ...)

Jae Hyuk Lim

Fingerprint

Collaborations and top research areas from the last five years

Research output

Press/Media