H. G. Yoon - Publications, H-index & Citations

H. G. Yoon

University of Illinois Urbana-Champaign

6H指数

20论文数

111被引数

收录论文 10

发表时间

Melting phenomena of self-organized magnetic structures investigated by variational autoencoder

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2024-12-01

OAAI

Yoona, H. G.; Leea, D. B.; Parka, S. M.; Choib, J. W.; Kwon, H. Y.; Won, C.

A Novel Measure of Human Safety Perception in Response to Flight Characteristics of Collocated UAVs in Virtual Reality

IEEE TRANSACTIONS ON HUMAN-MACHINE SYSTEMS

IF4.4

2024-02-01

PREAI

Widdowson, Christopher; Yoon, Hyung-Jin; Hovakimyan, Naira; Wang, Ranxiao Frances

Topological magnetic structure generation using VAE-GAN hybrid model and discriminator-driven latent sampling

SCIENTIFIC REPORTS

IF3.9

2023-11-21

OAAI

Park, S. M.; Yoon, H. G.; Lee, D. B.; Choi, J. W.; Kwon, H. Y.; Won, C.

Super-resolution of magnetic systems using deep learning

SCIENTIFIC REPORTS

IF3.9

2023-07-17

OAAI

Lee, D. B.; Yoon, H. G.; Park, S. M.; Choi, J. W.; Chen, G.; Kwon, H. Y.; Won, C.

Searching for the ground state of complex spin-ice systems using deep learning techniques

SCIENTIFIC REPORTS

IF3.9

2022-09-02

OAAI

Kwon, H. Y.; Yoon, H. G.; Park, S. M.; Lee, D. B.; Shi, D.; Wu, Y. Z.; Choi, J. W.; Won, C.

Optimization of physical quantities in the autoencoder latent space

SCIENTIFIC REPORTS

IF3.9

2022-05-30

OAAI

Park, S. M.; Yoon, H. G.; Lee, D. B.; Choi, J. W.; Kwon, H. Y.; Won, C.

Interpolation and extrapolation between the magnetic chiral states using autoencoder 使用自动编码器在磁手性状态之间进行插值和外推

COMPUTER PHYSICS COMMUNICATIONS

IF3.4

2022-03-01

PREAI

Yoon, H. G.; Lee, C.; Lee, D. B.; Park, S. M.; Choi, J. W.; Kwon, H. Y.; Won, C.

Estimating the effective fields of spin configurations using a deep learning technique

SCIENTIFIC REPORTS

IF3.9

2021-11-25

OAAI

Lee, D. B.; Yoon, H. G.; Park, S. M.; Choi, J. W.; Kwon, H. Y.; Won, C.

Magnetic Hamiltonian parameter estimation using deep learning techniques

SCIENCE ADVANCES

IF12.5

2020-09-25

OAAI

Kwon, H. Y.; Yoon, H. G.; Lee, C.; Chen, G.; Liu, K.; Schmid, A. K.; Wu, Y. Z.; Choi, J. W.; Won, C.

An innovative magnetic state generator using machine learning techniques

SCIENTIFIC REPORTS

IF3.9

2019-11-13

OAAI

Kwon, H. Y.; Kim, N. J.; Lee, C. K.; Yoon, H. G.; Choi, J. W.; Won, C.

研究方向