Curriculum Vitae (Gihyeon Jeon, 전기현)

Publications

Journal articles

1. Gihyeon Jeon¹ and Gyeongha Hwang
   SelfPAT: Self-supervised joint estimation of sound speed and initial pressure in PAT
   Submitted
2. Gihyeon Jeon¹, Nyan Htet Naing¹, and Gyeongha Hwang
   SelfPMRI: Self-supervised joint sensitivity maps estimation and image reconstruction in parallel MRI
   Submitted
3. Gyeongha Hwang, Gihyeon Jeon^$\dagger$, Sunghwan Moon, and Dabin Park^$\dagger$
   Implicit learning to determine variable sound speed and the reconstruction operator in photoacoustic tomography
   Applied Mathematics in Science and Engineering 34(1) (2026), p. 2661458.
4. Sanghyun Kim¹, Gihyeon Jeon¹, Seungwoo Hwang, Jiho Lee, Jisu Jung, Seungwu Han, Sungwoo Kang
   Are diffusion models ready for materials discovery in unexplored chemical space?
   Patterns^{Cell Press sister journal}
5. Gihyeon Jeon^1$\dagger$
   Range description for an attenuated conical Radon transform with fixed central axis and opening angle
   Applicable Analysis 104.16 (2025), p. 3278-3290.
6. Souvik Roy, Gihyeon Jeon, and Sunghwan Moon
   Radon transform with Gaussian beam: Theoretical and numerical reconstruction scheme
   Applied Mathematics and Computation 452 (2023), p. 128024.
7. Gihyeon Jeon¹ and Sunghwan Moon
   Singular value decomposition of the attenuated conical Radon transform with a fixed central axis and opening angle
   Integral Transforms and Special Functions 32.10 (2021), p. 812-822.

Books

1. Gihyeon Jeon¹ and Daesick Ryu¹
   Julia Programming: Computational Science, Statistical Analysis, Deep Learning, and Data Visualization (written in Korean, Korean title: 줄리아 프로그래밍: 수리 계산, 통계 분석, 딥러닝, 데이터 시각화를 위한)
   bjpublic, 2024. isbn: 9791165922757.

Preprints

1. Gyeongha Hwang, Gihyeon Jeon, and Sunghwan Moon
   Self-supervised learning for a nonlinear inverse problem with forward operator involving an unknown function arising in photoacoustic tomography
   arXiv preprint arXiv:2301.08693 (2023)