#Complex Networks #Brain Networks #Bio Big Data #Artificial Intelligence
#복잡계 네트워크 #빅데이터 #인공신경망
Research Objectives
연구목표
Revealing multiplex network properties and functions of bio networks such as brain networks
바이오 네트워크의 다층적 특성 연구
Brief Research Experience
주요경력
Mid-Career Researcher Program of NRF Korea (2020.03-2023.02) "Study on applications of signed directed complex networks"
Mid-Career Researcher Program of NRF Korea (2023.03-2026.02) "Studies on extended network representation and stability of synchronization“
Korea-Canada Cooperative Development Program of NRF Korea (2018.07-2022.06) "Statistical physics approaches on human brain activities“
Yong-Bong Prize in Statistical Physics Division, Korean Physical Society (2016.04, Daejeon, Korea)
TJ Park Young Assistant Professors Science Fellowship (2015.01-2016.12)
BK21FOUR Bionano Intelligence Education & Research, Bio Data Engineer Education Center, AI Convergence Research Center
Research Areas
연구분야
Complex systems, Data science, Statistical physics, Artificial neural networks
복잡계, 데이터과학, 통계물리, 인공신경망
Thesis
논문
Lee, M., Kim, J.-H., Goh, K.-I., Lee, S. H., Son, S.-W., Lee, D.-S. (2022) Degree distributions under general node removal: Power-law or Poisson?, Physical Review E 106, 064309.
Kim, J. H. et al. (2022) Nanoscale physical unclonable function labels based on block copolymer self-assembly, Nature Electronics 5, 433.
Korchinski, D., Orlandi, J., Son, S.-W., Davidsen, J. (2021) Criticality in spreading processes without timescale separationand the critical brain hypothesis, Physical Review X 11, 021059.
Oh, S. M., Son, S.-W., Kahng, B. (2021) Percolation transitions in growing networks under achlioptas processes: Analytic solutions, Chaos, Solitons & Fractals 146, 110889.
Song, T., Kim, H., Son, S.-W., Jo, J. (2020) Synchronization of active rotators interacting with environment", Physical Review E 101, 022613.
Research Topics
연구내용
Research on phase transition of complex networks and utilization of artificial neural networks
DepartmentProf. Department of Applied Physics, College of Science and Convergence Technology
E-mailsonswoo@hanyang.ac.kr
Office Phone031-400-5473
Homepagehttp://csg.hanyang.ac.kr
