arXiv subjects

Naoki Irikura

Publications and source records attributed to Naoki Irikura.

2 recordsLinked to original sources

arXiv2019

Neural-network quantum states at finite temperature

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 density matrix is represented by a convolutional neural network with two input channels. We first prepare an infinite-temperature state, and the temperature is lowered by imaginary-time evolution. We apply this method to the one-dimensional Bose-Hubbard model and compare the results with those obtained by exact diagonalization.

cond-mat.dis-nn↗

arXiv2017

Ground-state phases of a mixture of spin-1 and spin-2 Bose-Einstein condensates

We investigate the ground-state phases of a mixture of spin-1 and spin-2 Bose-Einstein condensates at zero magnetic field. In addition to the intra-spin interactions, two spin-dependent interaction coefficients are introduced to describe the inter-spin interaction. We systematically explore the wide parameter space, and obtain phase diagrams containing a rich variety of phases. For example, there exists a phase in which the spin-1 and spin-2 vectors are tilted relative to each other breaking the axial symmetry.

cond-mat.quant-gas↗