Discovery of Symbolic Hamiltonian Expressions with Buckingham-Symplectic Networks

Joe Germany, Joseph Bakarji, Sara Najem

Hamiltonian systems lie at the heart of modeling the physical world. Their defining scalar, the Hamiltonian, encodes both energy conservation and symplectic geometry in its phase-s…