Get started
Author

Natsuki Tsutsumi

Observed name: Tsutsumi, Natsuki
Observed institution: Hitotsubashi University
ORCID: 0000-0002-4908-1871
Observed ORCID: 0000-0002-4908-1871
OpenAlex ID: A5048294230
Dynamical system analysis of a data-driven model constructed by reservoir computing
2021 · Miki U. Kobayashi, Kengo Nakai, et al. · Physical review. E · 25
PDF
Constructing differential equations using only a scalar time-series about continuous time chaotic dynamics
2022 · Natsuki Tsutsumi, Kengo Nakai, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 4
PDF
Constructing low-dimensional ordinary differential equations from chaotic time series of high- or infinite-dimensional systems using radial-function-based regression
2023 · Natsuki Tsutsumi, Kengo Nakai, et al. · Physical review. E · 2
PDF
On the attractor in high-dimensional neural network dynamics of reservoir computing: A Lyapunov analysis viewpoint
2026 · Miki U. Kobayashi, Kengo Nakai, et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 1
PDF
Geometric structure of ideal data-driven dynamical model using RfR method
2026 · Tsutsumi, Natsuki, Nakai, Kengo, et al. · arXiv (Cornell University)
PDF
Data-driven ordinary-differential-equation modeling of high-frequency complex dynamics via a low-frequency dynamics model
2025 · Natsuki Tsutsumi, Kengo Nakai, et al. · Physical review. E
PDF
Works count: 6
Citation count: 32
H-index: 2
I10-index: 1
Year
Topic
Type