研究概要

主要論文

「*」は、理研外のみでの成果です。

• 1. Cerbus, R.T., Hiratani, I., and Kawaguchi, K.:
  "Homeotic and non-homeotic patterns in the tetrapod vertebral formula"
  PNAS 121, 2411421121 (2024).
• 2. Adachi, K., and Kawaguchi, K.:
  "Predicting heteropolymer interactions: Demixing and hypermixing of disordered protein sequences"
  Phys Rev X 14, 031011 (2024).
• 3. Lubana, E.S., Kawaguchi, K., Dick, R.P., and Tanaka, H.:
  "A percolation model of emergence: Analyzing transformers trained on a formal language"
  Accepted at ICML (2025).
• 4. Fukai, Y., and Kawaguchi, K.:
  "LapTrack: Linear assignment particle tracking with tunable metrics"
  Bioinformatics, 39, btac799 (2022).
• 5. Yamamoto, T., Cockburn, K., Greco, V., and Kawaguchi, K.:
  "Probing the rules of cell coordination in live tissues by interpretable machine learning based on graph neural networks"
  PLOS Comp Biol 18, e1010477 (2022).
• 6. Adachi, K., Takasan, K., and Kawaguchi, K.:
  "Activity-induced phase transition in a quantum many-body system"
  Phys Rev Research 4, 013194 (2022).
• 7. Mesa, K.R., Kawaguchi, K., Cockburn, K., Gonzalez, D., Boucher, J., Xin, T., Klein, A.M., and Greco, V.:
  "Homeostatic Epidermal Stem Cell Self-Renewal Is Driven by Local Differentiation"
  Cell Stem Cell 23, 677 (2018).
• 8. *Kawaguchi, K., Kageyama, R., and Sano, M.:
  "Topological defects control collective dynamics in neural progenitor cell cultures"
  Nature 545, 327–331 (2017).

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