학력사항
2005.3~2009.8
서울대학교 물리학과 박사 졸업
2003.3~2005.2
서울대학교 물리학과 석사 졸업
1997.3~2003.2
서울대학교 물리교육과 졸업
연구분야
데이터사이언스, 기계학습, 계산생물학, 융합과학과 교육
우리 데이터 사이언스 연구실은 통계물리와 정보이론을 바탕으로 데이터에서 의미있는 정보를 추출하는 알고리즘을 개발하고 응용하는 것을 목표로 합니다. 그리고 데이터 사이언스, 인공지능, 그리고 융합과학과 관련된 미래교육에도 많은 관심을 가지고 있습니다.
주요경력
2019 ~ 현재
서울대학교 물리교육과 조교수
2018 ~ 2019
계명대학교 통계학과 조교수
2017 ~ 2018
고등과학원 계산과학부 조교수
2012 ~ 2017
아시아태평양 이론물리센터 그룹리더
2007 ~ 2012
미국 National Institutes of Health 연구원
연구실적
Song T and Jo J. Tripartite cell networks for glucose homeostasis, Physical Biology, 16:051001 (2019)
Cubero RJ, Jo J, Marsili M, Roudi Y and Song J. Statistical criticality arises in most informative representations, Journal of Statistical Mechanics, 6:063402 (2019)
Hoang DT, Jo J and Periwal V. Data-driven inference of hidden nodes in networks, Phys Rev E, 99:042114 (2019)
Hoang DT, Song J, Periwal V, and Jo J. Network inference in stochastic systems from neurons to currencies: Improved performance at small sample size, Phys Rev E, 99:023311 (2019)
Xu J and Jo J. Broad cross-reactivity of T-cell repertoire achieves specic and sufficiently fast target searching, Journal of Theoretical Biology, 466:119-127 (2019)
Song J, Marsili M, and Jo J. Resolution and relevance trade-offs in deep learning, Journal of Statistical Mechanics, 12:123406 (2018)
Xu J and Jo J. Immunological recognition by articial neural networks, Journal of Korean Physical Society, 73:1908-1917 (2018)
Lee S, Hyeon C, and Jo J. Thermodynamic uncertainty relation of interacting oscillators in synchrony, Phys Rev E, 98:032119 (2018)
Cubero RJ, Jo J, Marsili M, Roudi Y and Song J. Statistical criticality arises in most informative representations, Journal of Statistical Mechanics, 6:063402 (2019)
Hoang DT, Jo J and Periwal V. Data-driven inference of hidden nodes in networks, Phys Rev E, 99:042114 (2019)
Hoang DT, Song J, Periwal V, and Jo J. Network inference in stochastic systems from neurons to currencies: Improved performance at small sample size, Phys Rev E, 99:023311 (2019)
Xu J and Jo J. Broad cross-reactivity of T-cell repertoire achieves specic and sufficiently fast target searching, Journal of Theoretical Biology, 466:119-127 (2019)
Song J, Marsili M, and Jo J. Resolution and relevance trade-offs in deep learning, Journal of Statistical Mechanics, 12:123406 (2018)
Xu J and Jo J. Immunological recognition by articial neural networks, Journal of Korean Physical Society, 73:1908-1917 (2018)
Lee S, Hyeon C, and Jo J. Thermodynamic uncertainty relation of interacting oscillators in synchrony, Phys Rev E, 98:032119 (2018)
