Fig. 1: Schematics of on-the-fly learning of effective Hamiltonian for perovskite structure.
From: Active learning of effective Hamiltonian for super-large-scale atomic structures

a The projection between the atomic structure used in the FP calculations and the order-parameters configuration used in effective Hamiltonian MD simulations. b The workflow of on-the-fly learning of effective Hamiltonian.