Curriculum Vitae (Gihyeon Jeon, 전기현)

Publications

Journal articles

1. Gyeongha Hwang, Sunghwan Moon, Dabin Park^$\dagger$, and Gihyeon Jeon^$\dagger$
   Implicit learning to determine variable sound speed and the reconstruction operator in photoacoustic tomography
   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. 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?
   Accepted, Patterns (Cell Press sister journal)
4. Gihyeon Jeon^1$\dagger$
   Range description for an attenuated conical Radon transform with fixed central axis and opening angle
   Applicable Analysis (2025), pp. 1-13.
5. 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.
6. 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), pp. 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)