27 citations · 31 across the 4 of their papers we have counts for
4 papers
Plastic tensor networks for interpretable generative modeling
Katsuya O. Akamatsu, Kenji Harada, Tsuyoshi Okubo +1
A structural optimization scheme for a single-layer nonnegative adaptive tensor tree (NATT) that models a target probability distribution is proposed as an alternative paradigm for…
Tensor tree learns hidden relational structures in data to construct generative models
Kenji Harada, Tsuyoshi Okubo, Naoki Kawashima
Based on the tensor tree network with the Born machine framework, we propose a general method for constructing a generative model by expressing the target distribution function as…
Programmable order by disorder effect and underlying phases through dipolar quantum simulators
Huan-Kuang Wu, Takafumi Suzuki, Naoki Kawashima +1
In this work, we study two different quantum simulators composed of molecules with dipole-dipole interaction through various theoretical and numerical tools. Our first result provi…
Finite-temperature phase transition to plateau phase in a S=1/2 XXZ model on Shastry-Sutherland Lattices
T. Suzuki, P. Sengupta, Y. Tomita +1
We study the finite-temperature transition to the magnetization plateau in a model of interacting spins with longer range interactions and strong exchange anisotrop…