C. Won - Publications, H-index & Citations

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C. Won

Kyung Hee University

24H-index

112Paper Count

2.1KCitation Count

Published Papers 51

Publication Date

Real-space imaging and control of topological spin textures in a van der Waals antiferromagnet

Nature Communications

IF15.7

2026-05-13

OAAI

Zhiyuan Cheng; Zhongchong Lin; Hee Young Kwon; Haoran Guo; Heng Niu; Hongying Zhu; Zhiguo Jiang; Yaqing Han; Zhongwei Dai; Renjun Du; Liang Sun; Bingfeng Miao; Tianping Ma; Mengmeng Yang; Geliang Yu; Licong Peng; Yufeng Hao; Jinbo Yang; Yizheng Wu; Changyeon Won; Haifeng Ding; Zhaochu Luo; Gong Chen

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RehearsalNeRF: Decoupling Intrinsic Neural Fields of Dynamic Illuminations for Scene Editing

International Journal of Computer Vision

IF9.3

2026-05-04

PREAI

Changyeon Won; Hyunjun Jung; Jungu Cho; Seonmi Park; Chi-Hoon Lee; Hae-Gon Jeon

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Boundary sensitivity in finite-sized artificial spin ice explored via AI-assisted genetic algorithms

npj Computational Materials

IF11.9

2026-02-21

OAAI

Tae Jung Moon; Seong Min Park; Han Gyu Yoon; Hee Young Kwon; Changyeon Won

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Characterizing topological properties in 2D textures with magnetic structure tensors

ISCIENCE

IF4.1

2025-06-01

OAAI

Park, Seong Min; Moon, Tae Jung; Yu, Gyunghun; Yoon, Han Gyu; Choi, Jun Woo; Kwon, Hee Young; Won, Changyeon

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Computing Euler characteristic of N-dimensional objects via a Skyrmion-inspired overlaying (N+1)-dimensional chiral field

SCIENTIFIC REPORTS

IF3.9

2025-04-02

OAAI

Moon, Tae Jung; Park, Seong Min; Yoon, Han Gyu; Yu, Gyunghun; Kwon, Hee Young; Won, Changyeon

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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.

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Reducing crystal symmetry to generate out-of-plane Dzyaloshinskii-Moriya interaction

NATURE COMMUNICATIONS

IF15.7

2024-11-25

OAAI

Niu, Heng; Kwon, Hee Young; Ma, Tianping; Cheng, Zhiyuan; Ophus, Colin; Miao, Bingfeng; Sun, Liang; Wu, Yizheng; Liu, Kai; Parkin, Stuart S. P.; Won, Changyeon; Schmid, Andreas K.; Ding, Haifeng; Chen, Gong

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Indexing Topological Numbers on Images by Transferring Chiral Magnetic Textures

ADVANCED MATERIALS TECHNOLOGIES

IF6.2

2024-06-25

OAAI

Park, Seong Min; Moon, Tea Jung; Yoon, Han Gyu; Kwon, Hee Young; Won, Changyeon

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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.

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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.

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Spontaneous Asymmetry of Chiral Magnetic Domains Within a Magnetic Field

ADVANCED FUNCTIONAL MATERIALS

IF19

2022-10-10

PREAI

Li, Qian; Yang, Mengmeng; Chen, Gong; Yoon, Han Gyu; Kwon, Hee Young; Won, Changyeon; Wang, Tianye; Hwang, Chanyong; Zhang, Xixiang; Wu, Yizheng; Schmid, Andreas K.; Qiu, Ziqiang

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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.

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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.

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Reversible writing/deleting of magnetic skyrmions through hydrogen adsorption/desorption

NATURE COMMUNICATIONS

IF15.7

2022-03-15

OAAI

Chen, Gong; Ophus, Colin; Quintana, Alberto; Kwon, Heeyoung; Won, Changyeon; Ding, Haifeng; Wu, Yizheng; Schmid, Andreas K.; Liu, Kai

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Interpolation and extrapolation between the magnetic chiral states using autoencoder

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.

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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.

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Magnetic State Generation using Hamiltonian Guided Variational Autoencoder with Spin Structure Stabilization

ADVANCED SCIENCE

IF14.1

2021-03-24

OAAI

Kwon, Hee Young; Yoon, Han Gyu; Park, Sung Min; Lee, Doo Bong; Choi, Jun Woo; Won, Changyeon

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High-density Neel-type magnetic skyrmion phase stabilized at high temperature

NPG ASIA MATERIALS

IF8.3

2020-12-23

OAAI

Kwon, Hee Young; Song, Kyung Mee; Jeong, Juyoung; Lee, Ah-Yeon; Park, Seung-Young; Kim, Jeehoon; Won, Changyeon; Min, Byoung-Chul; Chang, Hye Jung; Choi, Jun Woo

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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.

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In-plane Neel wall chirality and orientation of interfacial Dzyaloshinskii-Moriya vector in magnetic films

PHYSICAL REVIEW B

IF3.7

2020-07-14

OAAI

Robertson, MacCallum; Agostino, Christopher J.; Chen, Gong; Kang, Sang Pyo; Mascaraque, Arantzazu; Michel, Enrique Garcia; Won, Changyeon; Wu, Yizheng; Schmid, Andreas K.; Liu, Kai

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Research Directions