Machine Learning of Thermodynamic Observables in the Presence of Mode Collapse

Kim A. Nicoli, Christopher Anders, Lena Funcke +5

Estimating the free energy, as well as other thermodynamic observables, is a key task in lattice field theories. Recently, it has been pointed out that deep generative models can b…