Načítá se...
Accuracy of restricted Boltzmann machines for the one-dimensional $J_1-J_2$ Heisenberg model
Neural networks have been recently proposed as variational wave functions for quantum many-body systems [G. Carleo and M. Troyer, Science 355, 602 (2017)]. In this work, we focus on a specific architecture, known as Restricted Boltzmann Machine (RBM), and analyse its accuracy for the spin-1/2 $J_...
Uloženo v:
| Hlavní autor: | |
|---|---|
| Médium: | Artigo |
| Jazyk: | Inglês |
| Vydáno: |
SciPost
2022-05-01
|
| Edice: | SciPost Physics |
| On-line přístup: | https://scipost.org/SciPostPhys.12.5.166 |
| Tagy: |
Přidat tag
Žádné tagy, Buďte první, kdo otaguje tento záznam!
|