Publications

We study the Complexity Science in various fields!

  1. Y. Kwon, M. J. Lee*, and S.-W. Son*, "Quantifying traffic patterns with percolation theory: a case study of Seoul roads", J. Korean Phys. Soc.,(2025). (link)

  2. S. Park, Y. Kwon, H. Soh, M. J. Lee*, and S.-W. Son*, "Improving demand forecasting in open systems with cartogram-enhanced deep learning", Chaos, Solitons & Fractals, 184, 115032. (2024). (link)

  3. G. H. Jang, S. J. Kim, M. J. Lee*, S.-W. Son*, "Effectiveness of vaccination and quarantine policies to curb the spread of COVID-19", Physica A: Statistical Mechanics and its Applications, 637, 129580, (2024). (link)

  4. S. Lee*, Y. Jeong, S.-W. Son, and K. Krischer, "Volcano transition in a system of generalized Kuramoto oscillators with random frustrated interactions", Journal of Physics A: Mathematical and Theoretical, 57(8), 085702, (2024). (link)

  5. M. Lee, S. Cheon, S.-W. Son, M. J. Lee*, and S. Lee*, "Exploring the relationship between the spatial distribution of roads and universal pattern of travel-route efficiency in urban road networks", Chaos, Solitons & Fractals, 174, 113770, (2023). (link)

  6. Y.-J. Park, Takashi Shimada, S.-W. Son, and Hye Jin Park*, "Invasion and interaction determine population composition in an open evolving ecological system", Chaos 33(6), 063151 (2023). (link)

  7. S. H. Jo, S. Park, Y. Kwon, M. J. Lee*, and S.-W. Son*, "A New Patent Search System Applying Contrastive Learning", New Phys.: Sae Mulli, 73, 478-486 (2023). (link)

  8. J. Lee, Q. T. Le, D. Lee, S. Nam, T. H. Nguyen, Y. Song, J. Sung, S.-W. Son & J. Kim, "Micropyramidal flexible ion gel sensor for multianalyte discrimination and strain compensation", ACS Applied Materials & Interfaces, 15(21), 26138-26147 (2023). (link)

  9. S. Koo, S. Park, Y. Kwon, M. J. Lee*, and S.-W Son*,, "Improving Recommendation Systems through User Analysis using Triplet Loss", New Phys.: Sae Mulli 73 : 385-394 (2023). (link)

  10. Y.-J Park, M. J. Lee*, and S.-W. Son*, "Motif Dynamics in Signed Directional Complex Networks", J. Korean Phys. Soc. 78, 535 (2021). (link)

  11. Y. J. Kim, S. Lim, Y.-J. Park, and S.-W. Son*, "Quantitative Analysis of K-Pop Writers' Network by Using K-Pop Lyrics", New Phys.: Sae Mulli 68, 700 (2018). (link)

  12. Y.-J. Park, D. W. Kim, S. H. Nam, Y. J. Kim, and S.-W. Son*, "Korean Football Stylometry by Using the Football Events Networks", New Phys.: Sae Mulli 68, 642 (2018). (link)

  13. Y.-J. Park, Y.-B. Kim, S.-Y. Jeong, Y. J. Kim, and S.-W. Son*, "Network Analysis in Korean Presidential Speeches by Using Word2Vec", New Phys.: Sae Mulli 67, 569 (2017). (link)

  14. Y. J. Kim, M. Roh, S.-Y. Jeong, and S.-W. Son*, "Dynamic motifs of strategies in prisoner’s dilemma games", J. Korean Phys. Soc. 65, 1709 (2014). (link)

  15. Y. J. Kim, M. Roh, and S.-W. Son*, "Network structures between strategies in iterated prisoners’ dilemma games", J. Korean Phys. Soc. 64, 674 (2014). (link)