3 citations · 3 across the 2 of their papers we have counts for
2 papers
stat.ML2019
Forecasting high-dimensional dynamics exploiting suboptimal embeddings
Shunya Okuno, Kazuyuki Aihara, Yoshito Hirata
Delay embedding---a method for reconstructing dynamical systems by delay coordinates---is widely used to forecast nonlinear time series as a model-free approach. When multivariate…
physics.data-an2018★ 3 cited
Prediction of flow dynamics using point processes
Yoshito Hirata, Thomas Stemler, Deniz Eroglu +1
Describing a time series parsimoniously is the first step to study the underlying dynamics. For a time-discrete system, a generating partition provides a compact description such t…