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Data-driven stochastic simulation leading to the allometric scaling laws in complex systems

Yuh Kobayashi*

Hideki Takayasu†

Shlomo Havlin‡

Misako Takayasu§

  • Institute of Innovative Research, Tokyo Institute of Technology, Yokohama 226-8502, Japan

  • Sony Computer Science Laboratories, Tokyo 141-0022, Japan

  • Department of Physics, Bar-Ilan University, Ramat-Gan 52900, Israel

  • Institute of Innovative Research, Tokyo Institute of Technology, Yokohama 226-8502, Japan

  • *Also at Department of Mathematical Sciences, College of Science and Engineering, Aoyama Gakuin University, Sagamihara 252-5258, Japan; kobayashi@math.aoyama.ac.jp
  • †Also at Institute of Innovative Research, Tokyo Institute of Technology, Yokohama 226-8502, Japan.
  • ‡Also at Institute of Innovative Research, Tokyo Institute of Technology, Yokohama 226-8502, Japan.
  • §Corresponding author: takayasu.m.aa@m.titech.ac.jp

Reconstruction of long-term complex system dynamics from short-term fragments of observational records using high-order Kalman filtering

Asya Lyanova, Aleksandr Sinitca, Alexander Basmanov, Svetlana Pyko, Nikita Pyko, Grigoriy Lozhkin, and Mikhail Bogachev

Chaos: An Interdisciplinary Journal of Nonlinear Science 36 103133 (2026)

MetaCity: Data-driven sustainable development of complex cities

Yunke Zhang, Yuming Lin, Guanjie Zheng, Yu Liu, Nicholas Sukiennik, Fengli Xu, Yongjun Xu, Feng Lu, Qi Wang, Yuan Lai, Li Tian, Nan Li, Dongping Fang, Fei Wang, Tao Zhou, Yong Li, Yu Zheng, Zhiqiang Wu, and Huadong Guo

The Innovation 6 100775 (2025)

Integration of B-to-B trade network models of structural evolution and monetary flows reproducing all major empirical laws

Jun’ichi Ozaki, Eduardo Viegas, Hideki Takayasu, and Misako Takayasu

Sci Rep 14 4628 (2024)

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