Recent Papers

  1. G. Kim, D.-K. Kim, and H. Jeong, "Spontaneous emergence of music detectors in a deep neural network" (submitted) [bioRxiv/2021.10.27.466049]
  2. Y. Bae, D.-K. Kim, and H. Jeong, "Attaining entropy production and dissipation maps from Brownian movies via neural networks" (submitted) [arXiv:2106.15108]
  3. M.J. Lee, E. Lee, B. Lee, H. Jeong, D.-S. Lee, and S.H. Lee, "Uncovering Hidden Dependency in Weighted Networks via Information Entropy", (submitted) [arXiv:2008.11047]
  4. S. Ha, and H. Jeong, "Discovering conservation laws from trajectories via machine learning", Phys. Rev. Res. (accepted) [arXiv:2102.04008]
  5. S. Ha, and H. Jeong, "Unraveling hidden interactions in complex systems with deep learning", Sci. Rep. 11 12804 (2021) [LINK][arXiv:2001.02539]