Changyeon Won

Kyung Hee University · Physics

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Professor

Prof. 원창연

Professor's page · publications

About

원창연 교수 연구실은 경희대 물리학과 소속으로, 응집물질물리 실험과 고체물리 실험을 연구한다. 나노 자성(nanomagnetism) 시스템을 다루며 최근에는 딥러닝을 자성 상태 분석에 접목하는 연구를 수행한다.

Research keywords

Computational magnetism: magnetic textures and dynamics in restricted-symmetry systemschiral magnetism (skyrmionsdomain walls)and AI-assisted materials discovery

Selected publications

Boundary sensitivity in finite-sized artificial spin ice explored via AI-assisted genetic algorithmsnpj Computational Materials · 2026
Characterizing topological properties in 2D textures with magnetic structure tensorsiScience · 2025
Computing Euler characteristic of n-dimensional objects via a skyrmion-inspired overlaying fieldScientific Reports · 2025
Exploring thermal properties of an artificial quasicrystal spin-ice system with Penrose tilingPhysical Review B · 2025
Melting phenomena of self-organized magnetic structures investigated by variational autoencoderComputer Physics Communications · 2024
Topological magnetic structure generation using VAE-GAN hybrid model and discriminator-driven latent samplingScientific Reports · 2023

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