8 datasets found

The dataset used in this paper is a collection of time series data from dynamical systems, including the Hare-Lynx population and Coronavirus 2019 outbreak.

The dataset used in the paper is a collection of trajectories from different environments, each with its own set of parameters.

The dataset used in the paper is a collection of trajectories from different environments, each with its own set of parameters.

The dataset used in the paper is a collection of trajectories from different environments, each with its own set of parameters.

The Kuramoto-Sivashinsky equation is a model for spatiotemporal chaos. The Kuramoto-Sivashinsky equation is expressed as: yt = −yyx − yxx − yxxxx

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...

A dataset of synthetic dynamical systems, including the Lorenz system and a generalized cartpole problem, used to evaluate the performance of the Neural Dynamical Systems (NDS)...

The dataset is used to test the proposed generalized residue network (gResNet) framework for learning unknown governing equations from observational data.