Estimating initial conditions for dynamical systems with incomplete information

In this paper, we study the problem of inferring the latent initial conditions of a dynamical system under incomplete information, i.e., we assume we observe aggregate statistics of the system rather than its state variables directly. Studying several model systems, we infer the microstates that bes...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Nonlinear dynamics 2022-06, Vol.108 (4), p.3783-3805
Hauptverfasser:	Kolic, Blas, Sabuco, Juan, Farmer, J. Doyne
Format:	Artikel
Sprache:	eng
Schlagworte:	Automotive Engineering Classical Mechanics Control Dynamical Systems Engineering Initial conditions Mechanical Engineering Original Paper Predictions Time series Vibration
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!