Sampling Lattices in Semi-Grand Canonical Ensemble with Autoregressive Machine Learning

James Damewood, Daniel Schwalbe-Koda, Rafael Gomez-Bombarelli

Calculating thermodynamic potentials and observables efficiently and accurately is key for the application of statistical mechanics simulations to materials science. However, naive…