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MuJoCo Environment
The dataset used in the paper is a MuJoCo environment, with 13-states and 4-control inputs, nonlinear dynamics with polynomial dependency in the control inputs. -
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... -
Van der Pol dynamics dataset
The dataset used for the simulation study of the autoencoder-based Koopman operator. -
Identification of Quadratic Symplectic Representations for Nonlinear Hamilton...
The dataset used in this paper is a collection of nonlinear Hamiltonian systems, including pendulums, oscillators, and wave equations. -
Two gas containers exchanging heat and volume
The dataset used in this paper is a collection of trajectory data of the time range [0, T ] for training, and the remaining time range (T, T + δ] for testing. -
Couette flow of an Oldroyd-B fluid
The dataset used in this paper is a collection of trajectory data of the time range [0, T ] for training, and the remaining time range (T, T + δ] for testing. -
FitzHugh-Nagumo
The dataset is used to test the proposed tree-structured recurrent switching linear dynamical systems (TrSLDS) model. -
Lorenz Attractor
The Lorenz attractor is a non-periodic, non-linear and deterministic ergodic system which is given by the system of ordinary differential equations.
