A neural network kernel decomposition for learning multiple steady states in parameterized dynamical systems

Yimeng Zhang, Alexander Cloninger, Bo Li +1

We develop a data-driven machine learning approach to identifying parameters with steady-state solutions, locating such solutions, and determining their linear stability for system…