110 citations · 110 across the 1 of their papers we have counts for
2 papers
cond-mat.dis-nn2019
Neural-network quantum states at finite temperature
Naoki Irikura, Hiroki Saito
We propose a method to obtain the thermal-equilibrium density matrix of a many-body quantum system using artificial neural networks. The variational function of the many-body densi…
cond-mat.dis-nn2017★ 110 cited
Machine learning technique to find quantum many-body ground states of bosons on a lattice
Hiroki Saito, Masaya Kato
We develop a variational method to obtain many-body ground states of the Bose-Hubbard model using feedforward artificial neural networks. A fully-connected network with a single hi…