| Optimization of physical quantities in the autoencoder latent space SM Park, HG Yoon, DB Lee, JW Choi, HY Kwon, C Won Scientific Reports 12 (1), 9003, 2022 | 14 | 2022 |
| Magnetic state generation using Hamiltonian guided variational autoencoder with spin structure stabilization HY Kwon, HG Yoon, SM Park, DB Lee, JW Choi, C Won Advanced Science 8 (11), 2004795, 2021 | 12 | 2021 |
| Interpolation and extrapolation between the magnetic chiral states using autoencoder HG Yoon, C Lee, DB Lee, SM Park, JW Choi, HY Kwon, C Won Computer Physics Communications 272, 108244, 2022 | 7 | 2022 |
| Searching for the ground state of complex spin-ice systems using deep learning techniques HY Kwon, HG Yoon, SM Park, DB Lee, D Shi, YZ Wu, JW Choi, C Won Scientific Reports 12 (1), 15026, 2022 | 3 | 2022 |
| Indexing topological numbers on images by transferring chiral magnetic textures SM Park, TJ Moon, HG Yoon, HY Kwon, C Won Advanced Materials Technologies 9 (19), 2400172, 2024 | 2 | 2024 |
| Topological magnetic structure generation using VAE-GAN hybrid model and discriminator-driven latent sampling SM Park, HG Yoon, DB Lee, JW Choi, HY Kwon, C Won Scientific Reports 13 (1), 20377, 2023 | 1 | 2023 |
| Melting phenomena of self-organized magnetic structures investigated by variational autoencoder HG Yoon, DB Lee, SM Park, JW Choi, HY Kwon, C Won Computer Physics Communications 305, 109329, 2024 | | 2024 |
| Exploring Melting Phenomena in Self-Organized Magnetic Structures through Variational Autoencoder Analysis HG Yoon, DB Lee, SM Park, JW Choi, HY Kwon, C Won Bulletin of the American Physical Society, 2024 | | 2024 |
