Purifying Deep Boltzmann Machines for Thermal Quantum States.
Sign Up to like & getrecommendations! Published in 2021 at "Physical review letters"
DOI: 10.1103/physrevlett.127.060601
Abstract: We develop two cutting-edge approaches to construct deep neural networks representing the purified finite-temperature states of quantum many-body systems. Both methods commonly aim to represent the Gibbs state by a highly expressive neural-network wave function,… read more here.
Keywords: purifying deep; deep boltzmann; machines thermal; quantum ... See more keywords