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Jae hyuk Lim

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

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39

TOTAL CITATIONS

0

Scholarly Papers (2)

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1.

Physics-Informed Neural Network-Based Discovery of Hyperelastic Constitutive Models from Extremely Scarce Data

Number of pages: 45 Posted: 30 Apr 2025
Hyeonbin Moon, Donggeun Park, Hanbin Cho, Hong-Kyun Noh, Jae hyuk Lim and Seunghwa Ryu
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Jeonbuk National University, affiliation not provided to SSRN and Korea Advanced Institute of Science and Technology (KAIST) - Department of Mechanical Engineering
Downloads 30 (1,345,526)

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Deep Learning, Physics-informed neural network, Constitutive models, Hyperelastic material, Sparse regression, Inverse problems

2.

Design and Flight Demonstration of an Ornithopter: Enhancing Endurance and Payload via Neural Network Surrogate-Based Optimization

Number of pages: 20 Posted: 02 Jun 2026
Hyeong-Seok Ko, Hyeon-Ho Yang, Sang-Gil Lee, Eun-Hyuck Lee, Jae hyuk Lim and Jae-Hung Han
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 9 (1,584,314)

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Ornithopter, Flapping-wing, Fluid–structure interaction, Artificial Neural Network, Surrogate-based design optimization, Multi-objective optimization