Computer Assisted Discovery of Integrability via SILO: Sparse Identification of Lax Operators

Jimmie Adriazola, Wei Zhu, Panayotis Kevrekidis +1

We formulate the discovery of Lax integrability of Hamiltonian dynamical systems as a symbolic regression problem, which, loosely speaking, seeks to maximize the compatibility betw…