Symplectically Integrated Symbolic Regression of Hamiltonian Dynamical Systems

Daniel M. DiPietro, Bo Zhu

Here we present Symplectically Integrated Symbolic Regression (SISR), a novel technique for learning physical governing equations from data. SISR employs a deep symbolic regression…