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Ensemble Transform Kalman Filter (ETKF) for Data Assimilation
The dataset used in this paper is a set of synthetic data for the 3-variable Lorenz system and for the Kuramoto-Sivashinsky system, simulating model error in each case by a... -
Lorenz System
The Lorenz system is a well-known nonlinear dynamical system to model convective hydrodynamic flows. The consequence of chaos is that, under certain parameterizations, the... -
Lorenz System with Random Dynamical Parameters
The dataset used in the paper is a collection of time series data from the Lorenz system, with random dynamical parameters and Gaussian response functions.