Research Professor, Ph.D
BI Team Leader @ Genomic Dynamics Lab
Research Interest
(A) Artifical Intelligence / Pattern Recognition
(B) Bioinformatics
(C) Complex Network
Contact: jinhokim07(at)cau.ac.kr
2015.3 - 2020.9
2013.3 - 2015.2
2007.3 - 2013.2
Ph.D in Engineering, Department of Social Network Science (Dept. Bigdata Analysis), Kyung-Hee Univ.
Thesis Title: Equilibrium Statistical Property and Modeling of the Financial Time Series
Supervisor: Soon-Hyung Yook and Yoonjae Nam
M. Sc in Physics (Complex Network lab), Kyung-Hee Univ.
Thesis title: Research on Economic Dynamics on the Complex Network
Supervisor: Yup Kim and Soon-Hyung Yook
B. Sc, Physics, Kyung-Hee Univ.
2024.04 - Present
2021.09 - 2024.03
2019.09 - 2022.03
2018.03 - 2019.06
Researcher Professor
Genome Dynamics Labatory, Department of Life Science, Chung-Ang Univ.
Post-Doc Researcher
Genome Dynamics Labatory, Department of Life Science, Chung-Ang Univ.
Lecturer, AI-Bigdata MBA, Kookmin Univ.
Introduction to Visual AI, Deep Learning Applications
Lecturer, Department of SNS, Kyung-Hee Univ.
Data Analysis & Application, Introduction to Artificial Intelligence,
2019
2019
Best Presentation Award, The Korean Physical Society, 2019 Fall Meeting
3rd Prize, Projects on 10th KIA CAC Summer school: Scientific Computing & Artificial Intelligence
Comparison of the cytotoxicity of bisphenol A and its analogs on human placental BeWo cells [link]
Mi Jin Kim, Ah-Ra Jo, Ji-Young Kim, Mi-Jin An, Geun-Seup Shin, Hyun-Min Lee, Jinho Kim, Jinhong Park, Chul-Hong Kim, Jung-Woong Kim
Molecular & Cellular Toxicology 19 (3), 601-611 (2023)
Polypropylene microplastics promote metastatic features in human breast cancer [link]
Jun Hyung Park, Seungwoo Hong, Ok-Hyeon Kim, Chul-Hong Kim, Jinho Kim, Jung-Woong Kim, Sungguan Hong, Hyun Jung Lee
Scientific reports 13 (1), 6252 (2023)
c-Jun N-terminal kinase 1 (JNK1) phosphorylates OTX2 transcription factor that regulates early retinal development [link]
Mi-Jin An, Hyun-Min Lee, Chul-Hong Kim, Geun-Seup Shin, Ah-Ra Jo, Ji-Young Kim, Mi Jin Kim, Jinho Kim, Jinhong Park, Yujeong Hwangbo, Jeongkyu Kim, Jung-Woong Kim
Genes & Genomics 45 (4), 429-435 (2023)
Transcriptomic profiling of three-dimensional cholangiocyte spheroids long term exposed to repetitive Clonorchis sinensis excretory-secretory products [link]
Jung-Woong Kim, Junyeong Yi, Jinhong Park, Ji Hoon Jeong, Jinho Kim, Jihee Won, Seok Chung, Tong-Soo Kim, Jhang Ho Pak
Parasites & Vectors 14, 1-16 (2021)
Statistical property of record breaking events in the Korean housing market [link]
Jinho Kim, Soon-Hyung Yook
Journal of the Korean Physical Society 78, 642-649 (2021)
Transcriptome Analysis Reveals HgCl2 Induces Apoptotic Cell Death in Human Lung Carcinoma H1299 Cells through Caspase-3-Independent Pathway [link]
Mi Jin Kim, Jinhong Park, Jinho Kim, Ji-Young Kim, Mi-Jin An, Geun-Seup Shin, Hyun-Min Lee, Chul-Hong Kim, Jung-Woong Kim
International Journal of Molecular Sciences 22 (4), 2006 (2021)
Bisphenol A exposure changes the transcriptomic and proteomic dynamics of human retinoblastoma Y79 cells [link]
Chul-Hong Kim, Mi Jin Kim, Jinhong Park, Jinho Kim, Ji-Young Kim, Mi-Jin An, Geun-Seup Shin, Hyun-Min Lee, Jung-Woong Kim
Genes 12 (2), 264 (2021)
Scaling of the Price Fluctuation in the Korean Housing Market [link]
Jinho Kim, Jinhong Park, Junyoung Choi, Soon-Hyung Yook
Journal of the Korean Physical Society 73, 1431-1436 (2018)
Reciprocity in spatial evolutionary public goods game on double-layered network [link]
Jinho Kim, Soon-Hyung Yook, Yup Kim
Scientific reports 6 (1), 31299 (2016)
Finding modules and hierarchy in weighted financial network using transfer entropy [link]
Soon-Hyung Yook, Huiseung Chae, Jinho Kim, Yup Kim
Physica A: Statistical Mechanics and its Applications 447, 493-501 (2016)
Information transfer network of global market indices [link]
Yup Kim, Jinho Kim, Soon-Hyung Yook
Physica A: Statistical Mechanics and its Applications 430, 39-45 (2015)
Spatial evolutionary public goods game on complete graph and dense complex networks [link]
Jinho Kim, Huiseung Chae, Soon-Hyung Yook, Yup Kim
Scientific reports 5 (1), 9381 (2015)
BioInfomatics Analysis
Performed RNA-seq including alternative splicing, ChIP-seq, ATAC-seq, miRNA-seq, scRNA-seq, scATAC-seq, WGBS and RRBS, HiC-seq, TSA-seq, De Novo seq (RNA)
Mathematics & Physics
Performed independent stduy of undergraduate-level mathmatics including Statistical Physics, Differential Equation, Vector Calculus, Mathmatical Analysis, Complex Network Theory and Statistics
Programming
>10 years of experience in Python
>5 years of experience in C
also, >3 years of experience in R, Perl, Bash(?)
Pattern Recognition
Performed independent study and project of undergraduate-level including Deep Learning (Tensorflow, Pytorch), Reinforcment Learning and Machine Learning
Operating System and Clusters
Excellent working knowledge of Linux, Mac, Windows and SLURM (w/ Beowulf System)
Server Construction and Managements
In Kyung-Hee University, Beowulf Cluster w/ ~300 nodes (2014~2020)
In Chung-Ang University, Beowulf Cluster w/ ~20 nodes (2021~) and Infrastructure including Database, Web