平田祥人 (Yoshito Hirata) - 論文

Recurrence plots for characterizing random dynamical systems

Yoshito Hirata

Communications in Nonlinear Science and Numerical Simulation 94 105552 - 105552 2021年3月

Forecasting high-dimensional dynamics exploiting suboptimal embeddings

Shunya Okuno, Kazuyuki Aihara, Yoshito Hirata

Scientific Reports 10(1) 2020年12月

Topological epidemic model: Theoretical insight into underlying networks

Yoshito Hirata

Chaos: An Interdisciplinary Journal of Nonlinear Science 2020年10月

Permutations uniquely identify states and unknown external forces in non-autonomous dynamical systems

Yoshito Hirata, Yuzuru Sato, Davide Faranda

Chaos: An Interdisciplinary Journal of Nonlinear Science 2020年10月

Electrical coupling controls dimensionality and chaotic firing of inferior olive neurons

Huu Hoang, Chris De Zeeuw, Eric J. Lang, Yoshito Hirata, Isao T. Tokuda, Kazuyuki Aihara, Keisuke Toyama, Mitsuo Kawato, Nicolas Schweighofer

PLOS Computational Biology 16(7) 2020年7月30日

A mobile ELF4 delivers circadian temperature information from shoots to roots

Wei Wei Chen, Nozomu Takahashi, Yoshito Hirata, James Ronald, Silvana Porco, Seth J. Davis, Dmitri A. Nusinow, Steve A. Kay, Paloma Mas

Nature Plants 2020年4月13日

Two efficient calculations of edit distance between marked point processes

Yoshito Hirata, Noriyoshi Sukegawa

Chaos: An Interdisciplinary Journal of Nonlinear Science 2019年10月

Detecting nonlinear stochastic systems using two independent hypothesis tests

Yoshito Hirata, Masanori Shiro

Physical Review E 100(2) 2019年8月5日

Surrogate Data Preserving All the Properties of Ordinal Patterns up to a Certain Length

Yoshito Hirata, Masanori Shiro, José M. Amigó

Entropy 2019年7月22日

Combining multiple forecasts for multivariate time series via state-dependent weighting

Shunya Okuno, Kazuyuki Aihara, Yoshito Hirata

Chaos: An Interdisciplinary Journal of Nonlinear Science 2019年3月査読有り

Practically scheduling hormone therapy for prostate cancer using a mathematical model

Nakanishi, A., Hirata, Y.

Journal of Theoretical Biology 478 2019年

Personalizing Androgen Suppression for Prostate Cancer Using Mathematical Modeling

Yoshito Hirata, Kai Morino, Koichiro Akakura, Celestia S. Higano, Kazuyuki Aihara

Scientific Reports 8(1) 2018年12月査読有り

Detecting directional couplings from multivariate flows by the joint distance distribution

Chaos: An Interdisciplinary Journal of Nonlinear Science 2018年7月査読有り

Reconstructing latent dynamical noise for better forecasting observables

Yoshito Hirata

Chaos 28(3) 2018年3月1日査読有り

Prediction of flow dynamics using point processes

Yoshito Hirata, Thomas Stemler, Deniz Eroglu, Norbert Marwan

Chaos: An Interdisciplinary Journal of Nonlinear Science 28(1) 011101 - 011101 2018年1月査読有り

Twenty years after “The Impact of Chaos”: what have been achieved and what should be answered

2018年査読有り

Dimensionless embedding for nonlinear time series analysis

Yoshito Hirata, Kazuyuki Aihara

PHYSICAL REVIEW E 96(3) 2017年9月査読有り

On the limits of probabilistic forecasting in nonlinear time series analysis II: Differential entropy

José M. Amigó, Yoshito Hirata, Kazuyuki Aihara

Chaos: An Interdisciplinary Journal of Nonlinear Science 27(8) 083125 - 083125 2017年8月査読有り

Hawkes process model with a time-dependent background rate and its application to high-frequency financial data

Takahiro Omi, Yoshito Hirata, Kazuyuki Aihara

PHYSICAL REVIEW E 96(1) 2017年7月査読有り

Improving time series prediction of solar irradiance after sunrise: Comparison among three methods for time series prediction

Yoshito Hirata, Kazuyuki Aihara

SOLAR ENERGY 149 294 - 301 2017年6月査読有り

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